Upload dataset
Browse files- README.md +92 -902
- data/train-00000-of-00001.parquet +2 -2
README.md
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@@ -13,11 +13,9 @@ dataset_info:
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class_label:
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names:
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'0': Absent
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'1':
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'2':
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'3': Solid
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'4': Laminated
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'5': Popcorn
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- name: image
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dtype: image
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- name: image_8bit
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dtype:
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class_label:
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names:
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'0':
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'1':
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'2':
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'3': Unknown
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'4': Fat
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- name: lobulation
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dtype:
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class_label:
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names:
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'0': No Lobulation
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'1': Nearly No Lobulation
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'2':
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'3':
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'4': Marked Lobulation
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- name: malignancy
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dtype:
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class_label:
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names:
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'0':
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'1': Moderately
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'2':
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'3':
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'4':
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- name: margin
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dtype:
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class_label:
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names:
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'0':
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'1':
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'2':
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'3':
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'4':
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- name: patch_id
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dtype: int32
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- name: patient_id
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dtype:
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class_label:
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names:
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'0': LIDC-IDRI-
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'1': LIDC-IDRI-
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'2': LIDC-IDRI-
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'3': LIDC-IDRI-
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'4': LIDC-IDRI-
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'5': LIDC-IDRI-
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'6': LIDC-IDRI-
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'7': LIDC-IDRI-
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'8': LIDC-IDRI-
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'9': LIDC-IDRI-
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'10': LIDC-IDRI-
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'11': LIDC-IDRI-
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'12': LIDC-IDRI-
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'13': LIDC-IDRI-
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'14': LIDC-IDRI-
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'15': LIDC-IDRI-
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'16': LIDC-IDRI-
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'17': LIDC-IDRI-
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'18': LIDC-IDRI-
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'19': LIDC-IDRI-
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'20': LIDC-IDRI-
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'21': LIDC-IDRI-
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'22': LIDC-IDRI-
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'23': LIDC-IDRI-
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'24': LIDC-IDRI-
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'25': LIDC-IDRI-
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'26': LIDC-IDRI-
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'27': LIDC-IDRI-
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'28': LIDC-IDRI-
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'29': LIDC-IDRI-
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'30': LIDC-IDRI-
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'31': LIDC-IDRI-
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'32': LIDC-IDRI-
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'33': LIDC-IDRI-
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'34': LIDC-IDRI-
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'35': LIDC-IDRI-
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'36': LIDC-IDRI-
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'37': LIDC-IDRI-
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'38': LIDC-IDRI-
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'39': LIDC-IDRI-
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'40': LIDC-IDRI-
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'41': LIDC-IDRI-
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'42': LIDC-IDRI-
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'43': LIDC-IDRI-
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'44': LIDC-IDRI-
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'45': LIDC-IDRI-
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'46': LIDC-IDRI-
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'47': LIDC-IDRI-
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'48': LIDC-IDRI-0040
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'49': LIDC-IDRI-0041
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'50': LIDC-IDRI-0042
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'51': LIDC-IDRI-0043
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'52': LIDC-IDRI-0044
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'53': LIDC-IDRI-0045
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'54': LIDC-IDRI-0046
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'55': LIDC-IDRI-0047
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'56': LIDC-IDRI-0048
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'57': LIDC-IDRI-0049
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'58': LIDC-IDRI-0050
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'59': LIDC-IDRI-0051
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'60': LIDC-IDRI-0052
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'61': LIDC-IDRI-0053
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'62': LIDC-IDRI-0054
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'63': LIDC-IDRI-0055
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'64': LIDC-IDRI-0056
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'65': LIDC-IDRI-0057
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'66': LIDC-IDRI-0058
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'67': LIDC-IDRI-0059
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'68': LIDC-IDRI-0060
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'69': LIDC-IDRI-0061
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'70': LIDC-IDRI-0063
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'71': LIDC-IDRI-0064
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'72': LIDC-IDRI-0065
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'73': LIDC-IDRI-0066
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'74': LIDC-IDRI-0067
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'75': LIDC-IDRI-0068
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'76': LIDC-IDRI-0070
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'77': LIDC-IDRI-0072
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'78': LIDC-IDRI-0073
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'79': LIDC-IDRI-0074
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'80': LIDC-IDRI-0075
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'81': LIDC-IDRI-0076
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'82': LIDC-IDRI-0077
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'83': LIDC-IDRI-0080
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'84': LIDC-IDRI-0081
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'85': LIDC-IDRI-0082
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'86': LIDC-IDRI-0083
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'87': LIDC-IDRI-0084
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'88': LIDC-IDRI-0085
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'89': LIDC-IDRI-0086
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'90': LIDC-IDRI-0087
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'91': LIDC-IDRI-0088
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'92': LIDC-IDRI-0089
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'93': LIDC-IDRI-0090
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'94': LIDC-IDRI-0091
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'95': LIDC-IDRI-0092
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'96': LIDC-IDRI-0093
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'97': LIDC-IDRI-0094
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'98': LIDC-IDRI-0095
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'99': LIDC-IDRI-0096
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'100': LIDC-IDRI-0097
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'101': LIDC-IDRI-0098
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'102': LIDC-IDRI-0099
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'103': LIDC-IDRI-0102
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'104': LIDC-IDRI-0103
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'105': LIDC-IDRI-0104
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'106': LIDC-IDRI-0105
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'107': LIDC-IDRI-0106
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'108': LIDC-IDRI-0107
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'109': LIDC-IDRI-0108
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'110': LIDC-IDRI-0109
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'111': LIDC-IDRI-0111
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'112': LIDC-IDRI-0112
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'113': LIDC-IDRI-0113
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'114': LIDC-IDRI-0114
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'115': LIDC-IDRI-0116
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'116': LIDC-IDRI-0117
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'117': LIDC-IDRI-0118
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'118': LIDC-IDRI-0119
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'119': LIDC-IDRI-0120
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'120': LIDC-IDRI-0121
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'121': LIDC-IDRI-0122
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'122': LIDC-IDRI-0123
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'123': LIDC-IDRI-0124
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'124': LIDC-IDRI-0125
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'125': LIDC-IDRI-0126
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'126': LIDC-IDRI-0128
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'127': LIDC-IDRI-0129
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'128': LIDC-IDRI-0130
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'129': LIDC-IDRI-0131
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'130': LIDC-IDRI-0133
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'131': LIDC-IDRI-0134
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'132': LIDC-IDRI-0135
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'133': LIDC-IDRI-0137
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'134': LIDC-IDRI-0138
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'135': LIDC-IDRI-0139
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'136': LIDC-IDRI-0140
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'137': LIDC-IDRI-0141
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'138': LIDC-IDRI-0142
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'139': LIDC-IDRI-0144
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'140': LIDC-IDRI-0145
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'141': LIDC-IDRI-0146
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'142': LIDC-IDRI-0147
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'143': LIDC-IDRI-0148
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'144': LIDC-IDRI-0149
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'145': LIDC-IDRI-0152
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'146': LIDC-IDRI-0153
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'147': LIDC-IDRI-0155
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'148': LIDC-IDRI-0156
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'149': LIDC-IDRI-0157
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'150': LIDC-IDRI-0158
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'151': LIDC-IDRI-0159
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'152': LIDC-IDRI-0160
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'153': LIDC-IDRI-0161
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'154': LIDC-IDRI-0162
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'155': LIDC-IDRI-0163
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'156': LIDC-IDRI-0164
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'157': LIDC-IDRI-0165
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'158': LIDC-IDRI-0166
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'159': LIDC-IDRI-0167
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'160': LIDC-IDRI-0168
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'161': LIDC-IDRI-0169
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'162': LIDC-IDRI-0170
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'163': LIDC-IDRI-0171
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'164': LIDC-IDRI-0172
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'165': LIDC-IDRI-0173
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'166': LIDC-IDRI-0175
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'167': LIDC-IDRI-0176
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'168': LIDC-IDRI-0177
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'169': LIDC-IDRI-0178
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'170': LIDC-IDRI-0179
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'171': LIDC-IDRI-0180
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'172': LIDC-IDRI-0181
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'173': LIDC-IDRI-0182
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'174': LIDC-IDRI-0183
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'175': LIDC-IDRI-0184
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'176': LIDC-IDRI-0185
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'177': LIDC-IDRI-0186
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'178': LIDC-IDRI-0187
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'179': LIDC-IDRI-0188
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'180': LIDC-IDRI-0190
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'181': LIDC-IDRI-0191
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'182': LIDC-IDRI-0192
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'183': LIDC-IDRI-0193
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'184': LIDC-IDRI-0194
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'185': LIDC-IDRI-0195
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'186': LIDC-IDRI-0196
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'187': LIDC-IDRI-0198
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'188': LIDC-IDRI-0199
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'189': LIDC-IDRI-0200
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'190': LIDC-IDRI-0201
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'191': LIDC-IDRI-0202
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'192': LIDC-IDRI-0203
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'193': LIDC-IDRI-0204
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'194': LIDC-IDRI-0206
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'195': LIDC-IDRI-0207
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'196': LIDC-IDRI-0208
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'197': LIDC-IDRI-0209
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'198': LIDC-IDRI-0210
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'199': LIDC-IDRI-0211
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'200': LIDC-IDRI-0212
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'201': LIDC-IDRI-0213
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'202': LIDC-IDRI-0215
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'203': LIDC-IDRI-0216
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'204': LIDC-IDRI-0217
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'205': LIDC-IDRI-0219
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'206': LIDC-IDRI-0220
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'207': LIDC-IDRI-0221
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'208': LIDC-IDRI-0222
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'209': LIDC-IDRI-0223
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'210': LIDC-IDRI-0227
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'211': LIDC-IDRI-0228
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'212': LIDC-IDRI-0229
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'213': LIDC-IDRI-0230
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'214': LIDC-IDRI-0231
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'215': LIDC-IDRI-0232
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'216': LIDC-IDRI-0233
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'217': LIDC-IDRI-0234
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'218': LIDC-IDRI-0235
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'219': LIDC-IDRI-0236
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'220': LIDC-IDRI-0237
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'221': LIDC-IDRI-0240
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'222': LIDC-IDRI-0241
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'223': LIDC-IDRI-0242
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'224': LIDC-IDRI-0243
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'225': LIDC-IDRI-0244
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'226': LIDC-IDRI-0245
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'227': LIDC-IDRI-0246
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'228': LIDC-IDRI-0247
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'229': LIDC-IDRI-0248
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'230': LIDC-IDRI-0249
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'231': LIDC-IDRI-0250
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'232': LIDC-IDRI-0251
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'233': LIDC-IDRI-0252
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'234': LIDC-IDRI-0254
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'235': LIDC-IDRI-0255
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'236': LIDC-IDRI-0256
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'237': LIDC-IDRI-0257
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'238': LIDC-IDRI-0258
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'239': LIDC-IDRI-0259
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'240': LIDC-IDRI-0260
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'241': LIDC-IDRI-0262
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'242': LIDC-IDRI-0263
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'243': LIDC-IDRI-0264
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'244': LIDC-IDRI-0265
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'245': LIDC-IDRI-0266
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'246': LIDC-IDRI-0267
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'247': LIDC-IDRI-0268
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'248': LIDC-IDRI-0269
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'249': LIDC-IDRI-0270
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'250': LIDC-IDRI-0271
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'251': LIDC-IDRI-0272
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'252': LIDC-IDRI-0273
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'253': LIDC-IDRI-0274
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'254': LIDC-IDRI-0275
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'255': LIDC-IDRI-0276
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'256': LIDC-IDRI-0277
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'257': LIDC-IDRI-0278
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'258': LIDC-IDRI-0280
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'259': LIDC-IDRI-0281
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'260': LIDC-IDRI-0282
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'261': LIDC-IDRI-0283
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'262': LIDC-IDRI-0284
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'263': LIDC-IDRI-0285
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'264': LIDC-IDRI-0286
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'265': LIDC-IDRI-0287
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'266': LIDC-IDRI-0288
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'267': LIDC-IDRI-0289
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'268': LIDC-IDRI-0290
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'269': LIDC-IDRI-0291
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'270': LIDC-IDRI-0292
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'271': LIDC-IDRI-0294
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'272': LIDC-IDRI-0296
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'273': LIDC-IDRI-0297
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'274': LIDC-IDRI-0298
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'275': LIDC-IDRI-0299
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'276': LIDC-IDRI-0300
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'277': LIDC-IDRI-0301
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'278': LIDC-IDRI-0302
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'279': LIDC-IDRI-0303
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'280': LIDC-IDRI-0304
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'281': LIDC-IDRI-0305
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'282': LIDC-IDRI-0308
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'283': LIDC-IDRI-0309
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'284': LIDC-IDRI-0310
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'285': LIDC-IDRI-0311
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'286': LIDC-IDRI-0312
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'287': LIDC-IDRI-0313
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'288': LIDC-IDRI-0314
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'289': LIDC-IDRI-0315
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'290': LIDC-IDRI-0317
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'291': LIDC-IDRI-0318
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'292': LIDC-IDRI-0319
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| 360 |
-
'293': LIDC-IDRI-0320
|
| 361 |
-
'294': LIDC-IDRI-0321
|
| 362 |
-
'295': LIDC-IDRI-0323
|
| 363 |
-
'296': LIDC-IDRI-0324
|
| 364 |
-
'297': LIDC-IDRI-0325
|
| 365 |
-
'298': LIDC-IDRI-0326
|
| 366 |
-
'299': LIDC-IDRI-0329
|
| 367 |
-
'300': LIDC-IDRI-0328
|
| 368 |
-
'301': LIDC-IDRI-0332
|
| 369 |
-
'302': LIDC-IDRI-0334
|
| 370 |
-
'303': LIDC-IDRI-0335
|
| 371 |
-
'304': LIDC-IDRI-0337
|
| 372 |
-
'305': LIDC-IDRI-0338
|
| 373 |
-
'306': LIDC-IDRI-0339
|
| 374 |
-
'307': LIDC-IDRI-0340
|
| 375 |
-
'308': LIDC-IDRI-0341
|
| 376 |
-
'309': LIDC-IDRI-0343
|
| 377 |
-
'310': LIDC-IDRI-0344
|
| 378 |
-
'311': LIDC-IDRI-0345
|
| 379 |
-
'312': LIDC-IDRI-0346
|
| 380 |
-
'313': LIDC-IDRI-0347
|
| 381 |
-
'314': LIDC-IDRI-0348
|
| 382 |
-
'315': LIDC-IDRI-0350
|
| 383 |
-
'316': LIDC-IDRI-0351
|
| 384 |
-
'317': LIDC-IDRI-0352
|
| 385 |
-
'318': LIDC-IDRI-0353
|
| 386 |
-
'319': LIDC-IDRI-0354
|
| 387 |
-
'320': LIDC-IDRI-0355
|
| 388 |
-
'321': LIDC-IDRI-0356
|
| 389 |
-
'322': LIDC-IDRI-0357
|
| 390 |
-
'323': LIDC-IDRI-0358
|
| 391 |
-
'324': LIDC-IDRI-0359
|
| 392 |
-
'325': LIDC-IDRI-0360
|
| 393 |
-
'326': LIDC-IDRI-0362
|
| 394 |
-
'327': LIDC-IDRI-0363
|
| 395 |
-
'328': LIDC-IDRI-0365
|
| 396 |
-
'329': LIDC-IDRI-0366
|
| 397 |
-
'330': LIDC-IDRI-0367
|
| 398 |
-
'331': LIDC-IDRI-0368
|
| 399 |
-
'332': LIDC-IDRI-0369
|
| 400 |
-
'333': LIDC-IDRI-0370
|
| 401 |
-
'334': LIDC-IDRI-0371
|
| 402 |
-
'335': LIDC-IDRI-0372
|
| 403 |
-
'336': LIDC-IDRI-0373
|
| 404 |
-
'337': LIDC-IDRI-0374
|
| 405 |
-
'338': LIDC-IDRI-0375
|
| 406 |
-
'339': LIDC-IDRI-0376
|
| 407 |
-
'340': LIDC-IDRI-0377
|
| 408 |
-
'341': LIDC-IDRI-0378
|
| 409 |
-
'342': LIDC-IDRI-0379
|
| 410 |
-
'343': LIDC-IDRI-0380
|
| 411 |
-
'344': LIDC-IDRI-0381
|
| 412 |
-
'345': LIDC-IDRI-0384
|
| 413 |
-
'346': LIDC-IDRI-0385
|
| 414 |
-
'347': LIDC-IDRI-0386
|
| 415 |
-
'348': LIDC-IDRI-0387
|
| 416 |
-
'349': LIDC-IDRI-0388
|
| 417 |
-
'350': LIDC-IDRI-0390
|
| 418 |
-
'351': LIDC-IDRI-0392
|
| 419 |
-
'352': LIDC-IDRI-0393
|
| 420 |
-
'353': LIDC-IDRI-0394
|
| 421 |
-
'354': LIDC-IDRI-0395
|
| 422 |
-
'355': LIDC-IDRI-0396
|
| 423 |
-
'356': LIDC-IDRI-0397
|
| 424 |
-
'357': LIDC-IDRI-0398
|
| 425 |
-
'358': LIDC-IDRI-0399
|
| 426 |
-
'359': LIDC-IDRI-0400
|
| 427 |
-
'360': LIDC-IDRI-0402
|
| 428 |
-
'361': LIDC-IDRI-0403
|
| 429 |
-
'362': LIDC-IDRI-0404
|
| 430 |
-
'363': LIDC-IDRI-0405
|
| 431 |
-
'364': LIDC-IDRI-0406
|
| 432 |
-
'365': LIDC-IDRI-0407
|
| 433 |
-
'366': LIDC-IDRI-0408
|
| 434 |
-
'367': LIDC-IDRI-0409
|
| 435 |
-
'368': LIDC-IDRI-0411
|
| 436 |
-
'369': LIDC-IDRI-0412
|
| 437 |
-
'370': LIDC-IDRI-0413
|
| 438 |
-
'371': LIDC-IDRI-0414
|
| 439 |
-
'372': LIDC-IDRI-0415
|
| 440 |
-
'373': LIDC-IDRI-0416
|
| 441 |
-
'374': LIDC-IDRI-0419
|
| 442 |
-
'375': LIDC-IDRI-0420
|
| 443 |
-
'376': LIDC-IDRI-0421
|
| 444 |
-
'377': LIDC-IDRI-0423
|
| 445 |
-
'378': LIDC-IDRI-0424
|
| 446 |
-
'379': LIDC-IDRI-0426
|
| 447 |
-
'380': LIDC-IDRI-0427
|
| 448 |
-
'381': LIDC-IDRI-0429
|
| 449 |
-
'382': LIDC-IDRI-0430
|
| 450 |
-
'383': LIDC-IDRI-0431
|
| 451 |
-
'384': LIDC-IDRI-0432
|
| 452 |
-
'385': LIDC-IDRI-0433
|
| 453 |
-
'386': LIDC-IDRI-0434
|
| 454 |
-
'387': LIDC-IDRI-0435
|
| 455 |
-
'388': LIDC-IDRI-0436
|
| 456 |
-
'389': LIDC-IDRI-0437
|
| 457 |
-
'390': LIDC-IDRI-0438
|
| 458 |
-
'391': LIDC-IDRI-0439
|
| 459 |
-
'392': LIDC-IDRI-0440
|
| 460 |
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'393': LIDC-IDRI-0442
|
| 461 |
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'394': LIDC-IDRI-0443
|
| 462 |
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'395': LIDC-IDRI-0444
|
| 463 |
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'396': LIDC-IDRI-0445
|
| 464 |
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'397': LIDC-IDRI-0447
|
| 465 |
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'398': LIDC-IDRI-0448
|
| 466 |
-
'399': LIDC-IDRI-0449
|
| 467 |
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'400': LIDC-IDRI-0450
|
| 468 |
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'401': LIDC-IDRI-0451
|
| 469 |
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'402': LIDC-IDRI-0452
|
| 470 |
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'403': LIDC-IDRI-0453
|
| 471 |
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'404': LIDC-IDRI-0454
|
| 472 |
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'405': LIDC-IDRI-0456
|
| 473 |
-
'406': LIDC-IDRI-0457
|
| 474 |
-
'407': LIDC-IDRI-0458
|
| 475 |
-
'408': LIDC-IDRI-0459
|
| 476 |
-
'409': LIDC-IDRI-0460
|
| 477 |
-
'410': LIDC-IDRI-0461
|
| 478 |
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'411': LIDC-IDRI-0462
|
| 479 |
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'412': LIDC-IDRI-0463
|
| 480 |
-
'413': LIDC-IDRI-0464
|
| 481 |
-
'414': LIDC-IDRI-0466
|
| 482 |
-
'415': LIDC-IDRI-0467
|
| 483 |
-
'416': LIDC-IDRI-0468
|
| 484 |
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'417': LIDC-IDRI-0469
|
| 485 |
-
'418': LIDC-IDRI-0470
|
| 486 |
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'419': LIDC-IDRI-0471
|
| 487 |
-
'420': LIDC-IDRI-0473
|
| 488 |
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'421': LIDC-IDRI-0474
|
| 489 |
-
'422': LIDC-IDRI-0475
|
| 490 |
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'423': LIDC-IDRI-0476
|
| 491 |
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'424': LIDC-IDRI-0477
|
| 492 |
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'425': LIDC-IDRI-0478
|
| 493 |
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'426': LIDC-IDRI-0479
|
| 494 |
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'427': LIDC-IDRI-0480
|
| 495 |
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'428': LIDC-IDRI-0481
|
| 496 |
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'429': LIDC-IDRI-0483
|
| 497 |
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'430': LIDC-IDRI-0484
|
| 498 |
-
'431': LIDC-IDRI-0485
|
| 499 |
-
'432': LIDC-IDRI-0486
|
| 500 |
-
'433': LIDC-IDRI-0487
|
| 501 |
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'434': LIDC-IDRI-0488
|
| 502 |
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'435': LIDC-IDRI-0489
|
| 503 |
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'436': LIDC-IDRI-0490
|
| 504 |
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'437': LIDC-IDRI-0491
|
| 505 |
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'438': LIDC-IDRI-0492
|
| 506 |
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'439': LIDC-IDRI-0493
|
| 507 |
-
'440': LIDC-IDRI-0494
|
| 508 |
-
'441': LIDC-IDRI-0495
|
| 509 |
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'442': LIDC-IDRI-0496
|
| 510 |
-
'443': LIDC-IDRI-0497
|
| 511 |
-
'444': LIDC-IDRI-0498
|
| 512 |
-
'445': LIDC-IDRI-0499
|
| 513 |
-
'446': LIDC-IDRI-0500
|
| 514 |
-
'447': LIDC-IDRI-0501
|
| 515 |
-
'448': LIDC-IDRI-0502
|
| 516 |
-
'449': LIDC-IDRI-0503
|
| 517 |
-
'450': LIDC-IDRI-0504
|
| 518 |
-
'451': LIDC-IDRI-0505
|
| 519 |
-
'452': LIDC-IDRI-0507
|
| 520 |
-
'453': LIDC-IDRI-0508
|
| 521 |
-
'454': LIDC-IDRI-0509
|
| 522 |
-
'455': LIDC-IDRI-0510
|
| 523 |
-
'456': LIDC-IDRI-0515
|
| 524 |
-
'457': LIDC-IDRI-0516
|
| 525 |
-
'458': LIDC-IDRI-0517
|
| 526 |
-
'459': LIDC-IDRI-0518
|
| 527 |
-
'460': LIDC-IDRI-0520
|
| 528 |
-
'461': LIDC-IDRI-0521
|
| 529 |
-
'462': LIDC-IDRI-0522
|
| 530 |
-
'463': LIDC-IDRI-0523
|
| 531 |
-
'464': LIDC-IDRI-0524
|
| 532 |
-
'465': LIDC-IDRI-0525
|
| 533 |
-
'466': LIDC-IDRI-0526
|
| 534 |
-
'467': LIDC-IDRI-0527
|
| 535 |
-
'468': LIDC-IDRI-0529
|
| 536 |
-
'469': LIDC-IDRI-0530
|
| 537 |
-
'470': LIDC-IDRI-0532
|
| 538 |
-
'471': LIDC-IDRI-0533
|
| 539 |
-
'472': LIDC-IDRI-0534
|
| 540 |
-
'473': LIDC-IDRI-0535
|
| 541 |
-
'474': LIDC-IDRI-0537
|
| 542 |
-
'475': LIDC-IDRI-0538
|
| 543 |
-
'476': LIDC-IDRI-0539
|
| 544 |
-
'477': LIDC-IDRI-0541
|
| 545 |
-
'478': LIDC-IDRI-0542
|
| 546 |
-
'479': LIDC-IDRI-0543
|
| 547 |
-
'480': LIDC-IDRI-0545
|
| 548 |
-
'481': LIDC-IDRI-0546
|
| 549 |
-
'482': LIDC-IDRI-0547
|
| 550 |
-
'483': LIDC-IDRI-0549
|
| 551 |
-
'484': LIDC-IDRI-0550
|
| 552 |
-
'485': LIDC-IDRI-0551
|
| 553 |
-
'486': LIDC-IDRI-0552
|
| 554 |
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'487': LIDC-IDRI-0553
|
| 555 |
-
'488': LIDC-IDRI-0554
|
| 556 |
-
'489': LIDC-IDRI-0555
|
| 557 |
-
'490': LIDC-IDRI-0556
|
| 558 |
-
'491': LIDC-IDRI-0557
|
| 559 |
-
'492': LIDC-IDRI-0558
|
| 560 |
-
'493': LIDC-IDRI-0559
|
| 561 |
-
'494': LIDC-IDRI-0560
|
| 562 |
-
'495': LIDC-IDRI-0562
|
| 563 |
-
'496': LIDC-IDRI-0563
|
| 564 |
-
'497': LIDC-IDRI-0565
|
| 565 |
-
'498': LIDC-IDRI-0566
|
| 566 |
-
'499': LIDC-IDRI-0567
|
| 567 |
-
'500': LIDC-IDRI-0568
|
| 568 |
-
'501': LIDC-IDRI-0569
|
| 569 |
-
'502': LIDC-IDRI-0570
|
| 570 |
-
'503': LIDC-IDRI-0571
|
| 571 |
-
'504': LIDC-IDRI-0572
|
| 572 |
-
'505': LIDC-IDRI-0574
|
| 573 |
-
'506': LIDC-IDRI-0575
|
| 574 |
-
'507': LIDC-IDRI-0576
|
| 575 |
-
'508': LIDC-IDRI-0577
|
| 576 |
-
'509': LIDC-IDRI-0578
|
| 577 |
-
'510': LIDC-IDRI-0579
|
| 578 |
-
'511': LIDC-IDRI-0580
|
| 579 |
-
'512': LIDC-IDRI-0581
|
| 580 |
-
'513': LIDC-IDRI-0582
|
| 581 |
-
'514': LIDC-IDRI-0583
|
| 582 |
-
'515': LIDC-IDRI-0584
|
| 583 |
-
'516': LIDC-IDRI-0586
|
| 584 |
-
'517': LIDC-IDRI-0587
|
| 585 |
-
'518': LIDC-IDRI-0588
|
| 586 |
-
'519': LIDC-IDRI-0590
|
| 587 |
-
'520': LIDC-IDRI-0591
|
| 588 |
-
'521': LIDC-IDRI-0592
|
| 589 |
-
'522': LIDC-IDRI-0593
|
| 590 |
-
'523': LIDC-IDRI-0594
|
| 591 |
-
'524': LIDC-IDRI-0595
|
| 592 |
-
'525': LIDC-IDRI-0596
|
| 593 |
-
'526': LIDC-IDRI-0597
|
| 594 |
-
'527': LIDC-IDRI-0598
|
| 595 |
-
'528': LIDC-IDRI-0599
|
| 596 |
-
'529': LIDC-IDRI-0601
|
| 597 |
-
'530': LIDC-IDRI-0602
|
| 598 |
-
'531': LIDC-IDRI-0604
|
| 599 |
-
'532': LIDC-IDRI-0605
|
| 600 |
-
'533': LIDC-IDRI-0606
|
| 601 |
-
'534': LIDC-IDRI-0607
|
| 602 |
-
'535': LIDC-IDRI-0608
|
| 603 |
-
'536': LIDC-IDRI-0609
|
| 604 |
-
'537': LIDC-IDRI-0610
|
| 605 |
-
'538': LIDC-IDRI-0611
|
| 606 |
-
'539': LIDC-IDRI-0613
|
| 607 |
-
'540': LIDC-IDRI-0614
|
| 608 |
-
'541': LIDC-IDRI-0615
|
| 609 |
-
'542': LIDC-IDRI-0617
|
| 610 |
-
'543': LIDC-IDRI-0618
|
| 611 |
-
'544': LIDC-IDRI-0619
|
| 612 |
-
'545': LIDC-IDRI-0620
|
| 613 |
-
'546': LIDC-IDRI-0621
|
| 614 |
-
'547': LIDC-IDRI-0624
|
| 615 |
-
'548': LIDC-IDRI-0625
|
| 616 |
-
'549': LIDC-IDRI-0626
|
| 617 |
-
'550': LIDC-IDRI-0628
|
| 618 |
-
'551': LIDC-IDRI-0629
|
| 619 |
-
'552': LIDC-IDRI-0630
|
| 620 |
-
'553': LIDC-IDRI-0631
|
| 621 |
-
'554': LIDC-IDRI-0633
|
| 622 |
-
'555': LIDC-IDRI-0634
|
| 623 |
-
'556': LIDC-IDRI-0635
|
| 624 |
-
'557': LIDC-IDRI-0636
|
| 625 |
-
'558': LIDC-IDRI-0637
|
| 626 |
-
'559': LIDC-IDRI-1012
|
| 627 |
-
'560': LIDC-IDRI-1011
|
| 628 |
-
'561': LIDC-IDRI-1010
|
| 629 |
-
'562': LIDC-IDRI-1009
|
| 630 |
-
'563': LIDC-IDRI-1008
|
| 631 |
-
'564': LIDC-IDRI-1007
|
| 632 |
-
'565': LIDC-IDRI-1006
|
| 633 |
-
'566': LIDC-IDRI-1005
|
| 634 |
-
'567': LIDC-IDRI-1004
|
| 635 |
-
'568': LIDC-IDRI-1003
|
| 636 |
-
'569': LIDC-IDRI-1002
|
| 637 |
-
'570': LIDC-IDRI-1001
|
| 638 |
-
'571': LIDC-IDRI-1000
|
| 639 |
-
'572': LIDC-IDRI-0999
|
| 640 |
-
'573': LIDC-IDRI-0998
|
| 641 |
-
'574': LIDC-IDRI-0997
|
| 642 |
-
'575': LIDC-IDRI-0996
|
| 643 |
-
'576': LIDC-IDRI-0994
|
| 644 |
-
'577': LIDC-IDRI-0993
|
| 645 |
-
'578': LIDC-IDRI-0991
|
| 646 |
-
'579': LIDC-IDRI-0990
|
| 647 |
-
'580': LIDC-IDRI-0989
|
| 648 |
-
'581': LIDC-IDRI-0987
|
| 649 |
-
'582': LIDC-IDRI-0986
|
| 650 |
-
'583': LIDC-IDRI-0985
|
| 651 |
-
'584': LIDC-IDRI-0984
|
| 652 |
-
'585': LIDC-IDRI-0983
|
| 653 |
-
'586': LIDC-IDRI-0982
|
| 654 |
-
'587': LIDC-IDRI-0981
|
| 655 |
-
'588': LIDC-IDRI-0980
|
| 656 |
-
'589': LIDC-IDRI-0978
|
| 657 |
-
'590': LIDC-IDRI-0977
|
| 658 |
-
'591': LIDC-IDRI-0976
|
| 659 |
-
'592': LIDC-IDRI-0974
|
| 660 |
-
'593': LIDC-IDRI-0973
|
| 661 |
-
'594': LIDC-IDRI-0972
|
| 662 |
-
'595': LIDC-IDRI-0971
|
| 663 |
-
'596': LIDC-IDRI-0969
|
| 664 |
-
'597': LIDC-IDRI-0968
|
| 665 |
-
'598': LIDC-IDRI-0966
|
| 666 |
-
'599': LIDC-IDRI-0965
|
| 667 |
-
'600': LIDC-IDRI-0963
|
| 668 |
-
'601': LIDC-IDRI-0962
|
| 669 |
-
'602': LIDC-IDRI-0961
|
| 670 |
-
'603': LIDC-IDRI-0959
|
| 671 |
-
'604': LIDC-IDRI-0958
|
| 672 |
-
'605': LIDC-IDRI-0957
|
| 673 |
-
'606': LIDC-IDRI-0956
|
| 674 |
-
'607': LIDC-IDRI-0955
|
| 675 |
-
'608': LIDC-IDRI-0953
|
| 676 |
-
'609': LIDC-IDRI-0951
|
| 677 |
-
'610': LIDC-IDRI-0950
|
| 678 |
-
'611': LIDC-IDRI-0949
|
| 679 |
-
'612': LIDC-IDRI-0947
|
| 680 |
-
'613': LIDC-IDRI-0946
|
| 681 |
-
'614': LIDC-IDRI-0945
|
| 682 |
-
'615': LIDC-IDRI-0944
|
| 683 |
-
'616': LIDC-IDRI-0943
|
| 684 |
-
'617': LIDC-IDRI-0942
|
| 685 |
-
'618': LIDC-IDRI-0941
|
| 686 |
-
'619': LIDC-IDRI-0940
|
| 687 |
-
'620': LIDC-IDRI-0939
|
| 688 |
-
'621': LIDC-IDRI-0938
|
| 689 |
-
'622': LIDC-IDRI-0936
|
| 690 |
-
'623': LIDC-IDRI-0935
|
| 691 |
-
'624': LIDC-IDRI-0933
|
| 692 |
-
'625': LIDC-IDRI-0932
|
| 693 |
-
'626': LIDC-IDRI-0929
|
| 694 |
-
'627': LIDC-IDRI-0928
|
| 695 |
-
'628': LIDC-IDRI-0926
|
| 696 |
-
'629': LIDC-IDRI-0925
|
| 697 |
-
'630': LIDC-IDRI-0924
|
| 698 |
-
'631': LIDC-IDRI-0923
|
| 699 |
-
'632': LIDC-IDRI-0922
|
| 700 |
-
'633': LIDC-IDRI-0921
|
| 701 |
-
'634': LIDC-IDRI-0920
|
| 702 |
-
'635': LIDC-IDRI-0919
|
| 703 |
-
'636': LIDC-IDRI-0917
|
| 704 |
-
'637': LIDC-IDRI-0916
|
| 705 |
-
'638': LIDC-IDRI-0915
|
| 706 |
-
'639': LIDC-IDRI-0914
|
| 707 |
-
'640': LIDC-IDRI-0913
|
| 708 |
-
'641': LIDC-IDRI-0912
|
| 709 |
-
'642': LIDC-IDRI-0911
|
| 710 |
-
'643': LIDC-IDRI-0910
|
| 711 |
-
'644': LIDC-IDRI-0909
|
| 712 |
-
'645': LIDC-IDRI-0908
|
| 713 |
-
'646': LIDC-IDRI-0907
|
| 714 |
-
'647': LIDC-IDRI-0906
|
| 715 |
-
'648': LIDC-IDRI-0905
|
| 716 |
-
'649': LIDC-IDRI-0904
|
| 717 |
-
'650': LIDC-IDRI-0902
|
| 718 |
-
'651': LIDC-IDRI-0899
|
| 719 |
-
'652': LIDC-IDRI-0898
|
| 720 |
-
'653': LIDC-IDRI-0896
|
| 721 |
-
'654': LIDC-IDRI-0895
|
| 722 |
-
'655': LIDC-IDRI-0894
|
| 723 |
-
'656': LIDC-IDRI-0893
|
| 724 |
-
'657': LIDC-IDRI-0892
|
| 725 |
-
'658': LIDC-IDRI-0890
|
| 726 |
-
'659': LIDC-IDRI-0888
|
| 727 |
-
'660': LIDC-IDRI-0886
|
| 728 |
-
'661': LIDC-IDRI-0884
|
| 729 |
-
'662': LIDC-IDRI-0883
|
| 730 |
-
'663': LIDC-IDRI-0882
|
| 731 |
-
'664': LIDC-IDRI-0880
|
| 732 |
-
'665': LIDC-IDRI-0879
|
| 733 |
-
'666': LIDC-IDRI-0875
|
| 734 |
-
'667': LIDC-IDRI-0874
|
| 735 |
-
'668': LIDC-IDRI-0873
|
| 736 |
-
'669': LIDC-IDRI-0872
|
| 737 |
-
'670': LIDC-IDRI-0871
|
| 738 |
-
'671': LIDC-IDRI-0870
|
| 739 |
-
'672': LIDC-IDRI-0869
|
| 740 |
-
'673': LIDC-IDRI-0868
|
| 741 |
-
'674': LIDC-IDRI-0867
|
| 742 |
-
'675': LIDC-IDRI-0866
|
| 743 |
-
'676': LIDC-IDRI-0865
|
| 744 |
-
'677': LIDC-IDRI-0864
|
| 745 |
-
'678': LIDC-IDRI-0863
|
| 746 |
-
'679': LIDC-IDRI-0861
|
| 747 |
-
'680': LIDC-IDRI-0860
|
| 748 |
-
'681': LIDC-IDRI-0859
|
| 749 |
-
'682': LIDC-IDRI-0858
|
| 750 |
-
'683': LIDC-IDRI-0857
|
| 751 |
-
'684': LIDC-IDRI-0856
|
| 752 |
-
'685': LIDC-IDRI-0855
|
| 753 |
-
'686': LIDC-IDRI-0854
|
| 754 |
-
'687': LIDC-IDRI-0852
|
| 755 |
-
'688': LIDC-IDRI-0851
|
| 756 |
-
'689': LIDC-IDRI-0850
|
| 757 |
-
'690': LIDC-IDRI-0849
|
| 758 |
-
'691': LIDC-IDRI-0848
|
| 759 |
-
'692': LIDC-IDRI-0847
|
| 760 |
-
'693': LIDC-IDRI-0846
|
| 761 |
-
'694': LIDC-IDRI-0845
|
| 762 |
-
'695': LIDC-IDRI-0844
|
| 763 |
-
'696': LIDC-IDRI-0843
|
| 764 |
-
'697': LIDC-IDRI-0842
|
| 765 |
-
'698': LIDC-IDRI-0841
|
| 766 |
-
'699': LIDC-IDRI-0840
|
| 767 |
-
'700': LIDC-IDRI-0838
|
| 768 |
-
'701': LIDC-IDRI-0837
|
| 769 |
-
'702': LIDC-IDRI-0836
|
| 770 |
-
'703': LIDC-IDRI-0835
|
| 771 |
-
'704': LIDC-IDRI-0834
|
| 772 |
-
'705': LIDC-IDRI-0833
|
| 773 |
-
'706': LIDC-IDRI-0832
|
| 774 |
-
'707': LIDC-IDRI-0831
|
| 775 |
-
'708': LIDC-IDRI-0830
|
| 776 |
-
'709': LIDC-IDRI-0829
|
| 777 |
-
'710': LIDC-IDRI-0828
|
| 778 |
-
'711': LIDC-IDRI-0827
|
| 779 |
-
'712': LIDC-IDRI-0826
|
| 780 |
-
'713': LIDC-IDRI-0825
|
| 781 |
-
'714': LIDC-IDRI-0824
|
| 782 |
-
'715': LIDC-IDRI-0823
|
| 783 |
-
'716': LIDC-IDRI-0822
|
| 784 |
-
'717': LIDC-IDRI-0821
|
| 785 |
-
'718': LIDC-IDRI-0820
|
| 786 |
-
'719': LIDC-IDRI-0819
|
| 787 |
-
'720': LIDC-IDRI-0818
|
| 788 |
-
'721': LIDC-IDRI-0817
|
| 789 |
-
'722': LIDC-IDRI-0816
|
| 790 |
-
'723': LIDC-IDRI-0815
|
| 791 |
-
'724': LIDC-IDRI-0814
|
| 792 |
-
'725': LIDC-IDRI-0813
|
| 793 |
-
'726': LIDC-IDRI-0812
|
| 794 |
-
'727': LIDC-IDRI-0811
|
| 795 |
-
'728': LIDC-IDRI-0810
|
| 796 |
-
'729': LIDC-IDRI-0809
|
| 797 |
-
'730': LIDC-IDRI-0807
|
| 798 |
-
'731': LIDC-IDRI-0806
|
| 799 |
-
'732': LIDC-IDRI-0805
|
| 800 |
-
'733': LIDC-IDRI-0803
|
| 801 |
-
'734': LIDC-IDRI-0802
|
| 802 |
-
'735': LIDC-IDRI-0801
|
| 803 |
-
'736': LIDC-IDRI-0800
|
| 804 |
-
'737': LIDC-IDRI-0799
|
| 805 |
-
'738': LIDC-IDRI-0798
|
| 806 |
-
'739': LIDC-IDRI-0797
|
| 807 |
-
'740': LIDC-IDRI-0796
|
| 808 |
-
'741': LIDC-IDRI-0795
|
| 809 |
-
'742': LIDC-IDRI-0794
|
| 810 |
-
'743': LIDC-IDRI-0793
|
| 811 |
-
'744': LIDC-IDRI-0792
|
| 812 |
-
'745': LIDC-IDRI-0791
|
| 813 |
-
'746': LIDC-IDRI-0790
|
| 814 |
-
'747': LIDC-IDRI-0789
|
| 815 |
-
'748': LIDC-IDRI-0788
|
| 816 |
-
'749': LIDC-IDRI-0787
|
| 817 |
-
'750': LIDC-IDRI-0786
|
| 818 |
-
'751': LIDC-IDRI-0785
|
| 819 |
-
'752': LIDC-IDRI-0783
|
| 820 |
-
'753': LIDC-IDRI-0782
|
| 821 |
-
'754': LIDC-IDRI-0781
|
| 822 |
-
'755': LIDC-IDRI-0780
|
| 823 |
-
'756': LIDC-IDRI-0779
|
| 824 |
-
'757': LIDC-IDRI-0778
|
| 825 |
-
'758': LIDC-IDRI-0777
|
| 826 |
-
'759': LIDC-IDRI-0776
|
| 827 |
-
'760': LIDC-IDRI-0775
|
| 828 |
-
'761': LIDC-IDRI-0773
|
| 829 |
-
'762': LIDC-IDRI-0772
|
| 830 |
-
'763': LIDC-IDRI-0771
|
| 831 |
-
'764': LIDC-IDRI-0770
|
| 832 |
-
'765': LIDC-IDRI-0769
|
| 833 |
-
'766': LIDC-IDRI-0768
|
| 834 |
-
'767': LIDC-IDRI-0767
|
| 835 |
-
'768': LIDC-IDRI-0766
|
| 836 |
-
'769': LIDC-IDRI-0765
|
| 837 |
-
'770': LIDC-IDRI-0763
|
| 838 |
-
'771': LIDC-IDRI-0762
|
| 839 |
-
'772': LIDC-IDRI-0761
|
| 840 |
-
'773': LIDC-IDRI-0759
|
| 841 |
-
'774': LIDC-IDRI-0758
|
| 842 |
-
'775': LIDC-IDRI-0757
|
| 843 |
-
'776': LIDC-IDRI-0756
|
| 844 |
-
'777': LIDC-IDRI-0754
|
| 845 |
-
'778': LIDC-IDRI-0753
|
| 846 |
-
'779': LIDC-IDRI-0752
|
| 847 |
-
'780': LIDC-IDRI-0751
|
| 848 |
-
'781': LIDC-IDRI-0750
|
| 849 |
-
'782': LIDC-IDRI-0749
|
| 850 |
-
'783': LIDC-IDRI-0748
|
| 851 |
-
'784': LIDC-IDRI-0747
|
| 852 |
-
'785': LIDC-IDRI-0744
|
| 853 |
-
'786': LIDC-IDRI-0743
|
| 854 |
-
'787': LIDC-IDRI-0742
|
| 855 |
-
'788': LIDC-IDRI-0741
|
| 856 |
-
'789': LIDC-IDRI-0740
|
| 857 |
-
'790': LIDC-IDRI-0739
|
| 858 |
-
'791': LIDC-IDRI-0736
|
| 859 |
-
'792': LIDC-IDRI-0735
|
| 860 |
-
'793': LIDC-IDRI-0734
|
| 861 |
-
'794': LIDC-IDRI-0733
|
| 862 |
-
'795': LIDC-IDRI-0732
|
| 863 |
-
'796': LIDC-IDRI-0730
|
| 864 |
-
'797': LIDC-IDRI-0729
|
| 865 |
-
'798': LIDC-IDRI-0728
|
| 866 |
-
'799': LIDC-IDRI-0727
|
| 867 |
-
'800': LIDC-IDRI-0726
|
| 868 |
-
'801': LIDC-IDRI-0725
|
| 869 |
-
'802': LIDC-IDRI-0724
|
| 870 |
-
'803': LIDC-IDRI-0723
|
| 871 |
-
'804': LIDC-IDRI-0722
|
| 872 |
-
'805': LIDC-IDRI-0721
|
| 873 |
-
'806': LIDC-IDRI-0720
|
| 874 |
-
'807': LIDC-IDRI-0719
|
| 875 |
-
'808': LIDC-IDRI-0717
|
| 876 |
-
'809': LIDC-IDRI-0715
|
| 877 |
-
'810': LIDC-IDRI-0714
|
| 878 |
-
'811': LIDC-IDRI-0713
|
| 879 |
-
'812': LIDC-IDRI-0712
|
| 880 |
-
'813': LIDC-IDRI-0709
|
| 881 |
-
'814': LIDC-IDRI-0708
|
| 882 |
-
'815': LIDC-IDRI-0707
|
| 883 |
-
'816': LIDC-IDRI-0706
|
| 884 |
-
'817': LIDC-IDRI-0705
|
| 885 |
-
'818': LIDC-IDRI-0704
|
| 886 |
-
'819': LIDC-IDRI-0703
|
| 887 |
-
'820': LIDC-IDRI-0702
|
| 888 |
-
'821': LIDC-IDRI-0701
|
| 889 |
-
'822': LIDC-IDRI-0700
|
| 890 |
-
'823': LIDC-IDRI-0699
|
| 891 |
-
'824': LIDC-IDRI-0698
|
| 892 |
-
'825': LIDC-IDRI-0697
|
| 893 |
-
'826': LIDC-IDRI-0696
|
| 894 |
-
'827': LIDC-IDRI-0695
|
| 895 |
-
'828': LIDC-IDRI-0694
|
| 896 |
-
'829': LIDC-IDRI-0693
|
| 897 |
-
'830': LIDC-IDRI-0692
|
| 898 |
-
'831': LIDC-IDRI-0688
|
| 899 |
-
'832': LIDC-IDRI-0687
|
| 900 |
-
'833': LIDC-IDRI-0686
|
| 901 |
-
'834': LIDC-IDRI-0684
|
| 902 |
-
'835': LIDC-IDRI-0682
|
| 903 |
-
'836': LIDC-IDRI-0681
|
| 904 |
-
'837': LIDC-IDRI-0680
|
| 905 |
-
'838': LIDC-IDRI-0678
|
| 906 |
-
'839': LIDC-IDRI-0677
|
| 907 |
-
'840': LIDC-IDRI-0676
|
| 908 |
-
'841': LIDC-IDRI-0675
|
| 909 |
-
'842': LIDC-IDRI-0674
|
| 910 |
-
'843': LIDC-IDRI-0673
|
| 911 |
-
'844': LIDC-IDRI-0672
|
| 912 |
-
'845': LIDC-IDRI-0671
|
| 913 |
-
'846': LIDC-IDRI-0670
|
| 914 |
-
'847': LIDC-IDRI-0669
|
| 915 |
-
'848': LIDC-IDRI-0666
|
| 916 |
-
'849': LIDC-IDRI-0664
|
| 917 |
-
'850': LIDC-IDRI-0663
|
| 918 |
-
'851': LIDC-IDRI-0662
|
| 919 |
-
'852': LIDC-IDRI-0661
|
| 920 |
-
'853': LIDC-IDRI-0660
|
| 921 |
-
'854': LIDC-IDRI-0659
|
| 922 |
-
'855': LIDC-IDRI-0658
|
| 923 |
-
'856': LIDC-IDRI-0657
|
| 924 |
-
'857': LIDC-IDRI-0656
|
| 925 |
-
'858': LIDC-IDRI-0655
|
| 926 |
-
'859': LIDC-IDRI-0654
|
| 927 |
-
'860': LIDC-IDRI-0652
|
| 928 |
-
'861': LIDC-IDRI-0651
|
| 929 |
-
'862': LIDC-IDRI-0650
|
| 930 |
-
'863': LIDC-IDRI-0649
|
| 931 |
-
'864': LIDC-IDRI-0648
|
| 932 |
-
'865': LIDC-IDRI-0647
|
| 933 |
-
'866': LIDC-IDRI-0645
|
| 934 |
-
'867': LIDC-IDRI-0644
|
| 935 |
-
'868': LIDC-IDRI-0643
|
| 936 |
-
'869': LIDC-IDRI-0642
|
| 937 |
-
'870': LIDC-IDRI-0641
|
| 938 |
-
'871': LIDC-IDRI-0640
|
| 939 |
-
'872': LIDC-IDRI-0639
|
| 940 |
-
'873': LIDC-IDRI-0638
|
| 941 |
-
'874': LIDC-IDRI-0127
|
| 942 |
- name: pixel_spacing_mm
|
| 943 |
dtype: float32
|
| 944 |
- name: scan_id
|
|
@@ -947,11 +125,14 @@ dataset_info:
|
|
| 947 |
dtype:
|
| 948 |
class_label:
|
| 949 |
names:
|
| 950 |
-
'0':
|
| 951 |
'1': Ovoid/Round
|
| 952 |
-
'2':
|
| 953 |
'3': Ovoid/Linear
|
| 954 |
'4': Linear
|
|
|
|
|
|
|
|
|
|
| 955 |
- name: spiculation
|
| 956 |
dtype:
|
| 957 |
class_label:
|
|
@@ -961,6 +142,9 @@ dataset_info:
|
|
| 961 |
'2': Medium Spiculation
|
| 962 |
'3': Near Marked Spiculation
|
| 963 |
'4': Marked Spiculation
|
|
|
|
|
|
|
|
|
|
| 964 |
- name: subtlety
|
| 965 |
dtype:
|
| 966 |
class_label:
|
|
@@ -970,6 +154,9 @@ dataset_info:
|
|
| 970 |
'2': Moderately Subtle
|
| 971 |
'3': Fairly Subtle
|
| 972 |
'4': Extremely Subtle
|
|
|
|
|
|
|
|
|
|
| 973 |
- name: texture
|
| 974 |
dtype:
|
| 975 |
class_label:
|
|
@@ -979,6 +166,9 @@ dataset_info:
|
|
| 979 |
'2': Part Solid/Mixed
|
| 980 |
'3': Non-Solid/Mixed
|
| 981 |
'4': Non-Solid/GGO
|
|
|
|
|
|
|
|
|
|
| 982 |
- name: xmax
|
| 983 |
dtype: int32
|
| 984 |
- name: xmin
|
|
@@ -991,10 +181,10 @@ dataset_info:
|
|
| 991 |
dtype: int32
|
| 992 |
splits:
|
| 993 |
- name: train
|
| 994 |
-
num_bytes:
|
| 995 |
-
num_examples:
|
| 996 |
-
download_size:
|
| 997 |
-
dataset_size:
|
| 998 |
---
|
| 999 |
A dataset of patches (most 64x64 pixels from the LIDC-IDRI CT scans). These are 16-bit images with a 1024 shift from the original HU values.
|
| 1000 |
|
|
|
|
| 13 |
class_label:
|
| 14 |
names:
|
| 15 |
'0': Absent
|
| 16 |
+
'1': Central
|
| 17 |
+
'2': Non-central
|
| 18 |
'3': Solid
|
|
|
|
|
|
|
| 19 |
- name: image
|
| 20 |
dtype: image
|
| 21 |
- name: image_8bit
|
|
|
|
| 24 |
dtype:
|
| 25 |
class_label:
|
| 26 |
names:
|
| 27 |
+
'0': Air
|
| 28 |
+
'1': Fluid
|
| 29 |
+
'2': Soft Tissue
|
|
|
|
|
|
|
| 30 |
- name: lobulation
|
| 31 |
dtype:
|
| 32 |
class_label:
|
| 33 |
names:
|
| 34 |
'0': No Lobulation
|
| 35 |
'1': Nearly No Lobulation
|
| 36 |
+
'2': Medium Lobulation
|
| 37 |
+
'3': Near Marked Lobulation
|
| 38 |
'4': Marked Lobulation
|
| 39 |
+
'5': Unknown
|
| 40 |
+
- name: lobulation_ord
|
| 41 |
+
dtype: int32
|
| 42 |
- name: malignancy
|
| 43 |
dtype:
|
| 44 |
class_label:
|
| 45 |
names:
|
| 46 |
+
'0': Highly Unlikely
|
| 47 |
+
'1': Moderately Unlikely
|
| 48 |
+
'2': Indeterminate
|
| 49 |
+
'3': Moderately Suspicious
|
| 50 |
+
'4': Highly Suspicious
|
| 51 |
+
'5': Unknown
|
| 52 |
+
- name: malignancy_ord
|
| 53 |
+
dtype: int32
|
| 54 |
- name: margin
|
| 55 |
dtype:
|
| 56 |
class_label:
|
| 57 |
names:
|
| 58 |
+
'0': Poorly Defined
|
| 59 |
+
'1': Near Poorly Defined
|
| 60 |
+
'2': Medium Margin
|
| 61 |
+
'3': Near Sharp
|
| 62 |
+
'4': Sharp
|
| 63 |
+
'5': Unknown
|
| 64 |
+
- name: margin_ord
|
| 65 |
+
dtype: int32
|
| 66 |
- name: patch_id
|
| 67 |
dtype: int32
|
| 68 |
- name: patient_id
|
| 69 |
dtype:
|
| 70 |
class_label:
|
| 71 |
names:
|
| 72 |
+
'0': LIDC-IDRI-0001
|
| 73 |
+
'1': LIDC-IDRI-0002
|
| 74 |
+
'2': LIDC-IDRI-0003
|
| 75 |
+
'3': LIDC-IDRI-0004
|
| 76 |
+
'4': LIDC-IDRI-0005
|
| 77 |
+
'5': LIDC-IDRI-0006
|
| 78 |
+
'6': LIDC-IDRI-0007
|
| 79 |
+
'7': LIDC-IDRI-0008
|
| 80 |
+
'8': LIDC-IDRI-0009
|
| 81 |
+
'9': LIDC-IDRI-0010
|
| 82 |
+
'10': LIDC-IDRI-0011
|
| 83 |
+
'11': LIDC-IDRI-0012
|
| 84 |
+
'12': LIDC-IDRI-0013
|
| 85 |
+
'13': LIDC-IDRI-0014
|
| 86 |
+
'14': LIDC-IDRI-0015
|
| 87 |
+
'15': LIDC-IDRI-0016
|
| 88 |
+
'16': LIDC-IDRI-0017
|
| 89 |
+
'17': LIDC-IDRI-0018
|
| 90 |
+
'18': LIDC-IDRI-0019
|
| 91 |
+
'19': LIDC-IDRI-0020
|
| 92 |
+
'20': LIDC-IDRI-0021
|
| 93 |
+
'21': LIDC-IDRI-0022
|
| 94 |
+
'22': LIDC-IDRI-0023
|
| 95 |
+
'23': LIDC-IDRI-0024
|
| 96 |
+
'24': LIDC-IDRI-0025
|
| 97 |
+
'25': LIDC-IDRI-0026
|
| 98 |
+
'26': LIDC-IDRI-0027
|
| 99 |
+
'27': LIDC-IDRI-0029
|
| 100 |
+
'28': LIDC-IDRI-0030
|
| 101 |
+
'29': LIDC-IDRI-0031
|
| 102 |
+
'30': LIDC-IDRI-0033
|
| 103 |
+
'31': LIDC-IDRI-0034
|
| 104 |
+
'32': LIDC-IDRI-0035
|
| 105 |
+
'33': LIDC-IDRI-0036
|
| 106 |
+
'34': LIDC-IDRI-0037
|
| 107 |
+
'35': LIDC-IDRI-0038
|
| 108 |
+
'36': LIDC-IDRI-0039
|
| 109 |
+
'37': LIDC-IDRI-0069
|
| 110 |
+
'38': LIDC-IDRI-0078
|
| 111 |
+
'39': LIDC-IDRI-0079
|
| 112 |
+
'40': LIDC-IDRI-0101
|
| 113 |
+
'41': LIDC-IDRI-0110
|
| 114 |
+
'42': LIDC-IDRI-0115
|
| 115 |
+
'43': LIDC-IDRI-0132
|
| 116 |
+
'44': LIDC-IDRI-0136
|
| 117 |
+
'45': LIDC-IDRI-0150
|
| 118 |
+
'46': LIDC-IDRI-0151
|
| 119 |
+
'47': LIDC-IDRI-0154
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 120 |
- name: pixel_spacing_mm
|
| 121 |
dtype: float32
|
| 122 |
- name: scan_id
|
|
|
|
| 125 |
dtype:
|
| 126 |
class_label:
|
| 127 |
names:
|
| 128 |
+
'0': Round
|
| 129 |
'1': Ovoid/Round
|
| 130 |
+
'2': Ovoid
|
| 131 |
'3': Ovoid/Linear
|
| 132 |
'4': Linear
|
| 133 |
+
'5': Unknown
|
| 134 |
+
- name: sphericity_ord
|
| 135 |
+
dtype: int32
|
| 136 |
- name: spiculation
|
| 137 |
dtype:
|
| 138 |
class_label:
|
|
|
|
| 142 |
'2': Medium Spiculation
|
| 143 |
'3': Near Marked Spiculation
|
| 144 |
'4': Marked Spiculation
|
| 145 |
+
'5': Unknown
|
| 146 |
+
- name: spiculation_ord
|
| 147 |
+
dtype: int32
|
| 148 |
- name: subtlety
|
| 149 |
dtype:
|
| 150 |
class_label:
|
|
|
|
| 154 |
'2': Moderately Subtle
|
| 155 |
'3': Fairly Subtle
|
| 156 |
'4': Extremely Subtle
|
| 157 |
+
'5': Unknown
|
| 158 |
+
- name: subtlety_ord
|
| 159 |
+
dtype: int32
|
| 160 |
- name: texture
|
| 161 |
dtype:
|
| 162 |
class_label:
|
|
|
|
| 166 |
'2': Part Solid/Mixed
|
| 167 |
'3': Non-Solid/Mixed
|
| 168 |
'4': Non-Solid/GGO
|
| 169 |
+
'5': Unknown
|
| 170 |
+
- name: texture_ord
|
| 171 |
+
dtype: int32
|
| 172 |
- name: xmax
|
| 173 |
dtype: int32
|
| 174 |
- name: xmin
|
|
|
|
| 181 |
dtype: int32
|
| 182 |
splits:
|
| 183 |
- name: train
|
| 184 |
+
num_bytes: 17411845.847
|
| 185 |
+
num_examples: 1717
|
| 186 |
+
download_size: 14967696
|
| 187 |
+
dataset_size: 17411845.847
|
| 188 |
---
|
| 189 |
A dataset of patches (most 64x64 pixels from the LIDC-IDRI CT scans). These are 16-bit images with a 1024 shift from the original HU values.
|
| 190 |
|
data/train-00000-of-00001.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f80207bc4e7b23b6b2261fec8f9fcedf0da38e530858f1b1b2a75d0225be32a
|
| 3 |
+
size 14967696
|