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README.md
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| 1 |
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.
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| 2 |
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| 3 |
The dataset is incomplete as of 2024-12-02. If you find it useful, I will add more patches.
|
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|
| 1 |
+
---
|
| 2 |
+
configs:
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| 3 |
+
- config_name: default
|
| 4 |
+
data_files:
|
| 5 |
+
- split: train
|
| 6 |
+
path: data/train-*
|
| 7 |
+
dataset_info:
|
| 8 |
+
features:
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| 9 |
+
- name: annotation_id
|
| 10 |
+
dtype: int32
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| 11 |
+
- name: calcification
|
| 12 |
+
dtype:
|
| 13 |
+
class_label:
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| 14 |
+
names:
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| 15 |
+
'0': Absent
|
| 16 |
+
'1': Non-central
|
| 17 |
+
'2': Central
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| 18 |
+
'3': Solid
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| 19 |
+
'4': Laminated
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| 20 |
+
'5': Popcorn
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| 21 |
+
- name: image
|
| 22 |
+
dtype: image
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| 23 |
+
- name: internalstructure
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| 24 |
+
dtype:
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| 25 |
+
class_label:
|
| 26 |
+
names:
|
| 27 |
+
'0': Soft Tissue
|
| 28 |
+
'1': Air
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| 29 |
+
'2': Fluid
|
| 30 |
+
- name: lobulation
|
| 31 |
+
dtype:
|
| 32 |
+
class_label:
|
| 33 |
+
names:
|
| 34 |
+
'0': No Lobulation
|
| 35 |
+
'1': Nearly No Lobulation
|
| 36 |
+
'2': Near Marked Lobulation
|
| 37 |
+
'3': Medium Lobulation
|
| 38 |
+
'4': Marked Lobulation
|
| 39 |
+
- name: malignancy
|
| 40 |
+
dtype:
|
| 41 |
+
class_label:
|
| 42 |
+
names:
|
| 43 |
+
'0': Indeterminate
|
| 44 |
+
'1': Moderately Suspicious
|
| 45 |
+
'2': Highly Suspicious
|
| 46 |
+
'3': Highly Unlikely
|
| 47 |
+
'4': Moderately Unlikely
|
| 48 |
+
- name: margin
|
| 49 |
+
dtype:
|
| 50 |
+
class_label:
|
| 51 |
+
names:
|
| 52 |
+
'0': Near Sharp
|
| 53 |
+
'1': Sharp
|
| 54 |
+
'2': Near Poorly Defined
|
| 55 |
+
'3': Medium Margin
|
| 56 |
+
'4': Poorly Defined
|
| 57 |
+
- name: patch_id
|
| 58 |
+
dtype: int32
|
| 59 |
+
- name: patient_id
|
| 60 |
+
dtype:
|
| 61 |
+
class_label:
|
| 62 |
+
names:
|
| 63 |
+
'0': LIDC-IDRI-0078
|
| 64 |
+
'1': LIDC-IDRI-0069
|
| 65 |
+
'2': LIDC-IDRI-0079
|
| 66 |
+
'3': LIDC-IDRI-0101
|
| 67 |
+
'4': LIDC-IDRI-0110
|
| 68 |
+
'5': LIDC-IDRI-0115
|
| 69 |
+
'6': LIDC-IDRI-0132
|
| 70 |
+
'7': LIDC-IDRI-0136
|
| 71 |
+
'8': LIDC-IDRI-0150
|
| 72 |
+
'9': LIDC-IDRI-0151
|
| 73 |
+
'10': LIDC-IDRI-0154
|
| 74 |
+
'11': LIDC-IDRI-0001
|
| 75 |
+
'12': LIDC-IDRI-0002
|
| 76 |
+
'13': LIDC-IDRI-0003
|
| 77 |
+
'14': LIDC-IDRI-0004
|
| 78 |
+
'15': LIDC-IDRI-0005
|
| 79 |
+
'16': LIDC-IDRI-0006
|
| 80 |
+
'17': LIDC-IDRI-0007
|
| 81 |
+
'18': LIDC-IDRI-0008
|
| 82 |
+
'19': LIDC-IDRI-0009
|
| 83 |
+
'20': LIDC-IDRI-0010
|
| 84 |
+
'21': LIDC-IDRI-0011
|
| 85 |
+
'22': LIDC-IDRI-0012
|
| 86 |
+
'23': LIDC-IDRI-0013
|
| 87 |
+
'24': LIDC-IDRI-0014
|
| 88 |
+
'25': LIDC-IDRI-0015
|
| 89 |
+
'26': LIDC-IDRI-0016
|
| 90 |
+
'27': LIDC-IDRI-0017
|
| 91 |
+
'28': LIDC-IDRI-0018
|
| 92 |
+
'29': LIDC-IDRI-0019
|
| 93 |
+
'30': LIDC-IDRI-0020
|
| 94 |
+
'31': LIDC-IDRI-0021
|
| 95 |
+
'32': LIDC-IDRI-0022
|
| 96 |
+
'33': LIDC-IDRI-0023
|
| 97 |
+
'34': LIDC-IDRI-0024
|
| 98 |
+
'35': LIDC-IDRI-0025
|
| 99 |
+
'36': LIDC-IDRI-0026
|
| 100 |
+
'37': LIDC-IDRI-0027
|
| 101 |
+
'38': LIDC-IDRI-0029
|
| 102 |
+
'39': LIDC-IDRI-0030
|
| 103 |
+
'40': LIDC-IDRI-0031
|
| 104 |
+
'41': LIDC-IDRI-0033
|
| 105 |
+
'42': LIDC-IDRI-0034
|
| 106 |
+
'43': LIDC-IDRI-0035
|
| 107 |
+
'44': LIDC-IDRI-0036
|
| 108 |
+
'45': LIDC-IDRI-0037
|
| 109 |
+
'46': LIDC-IDRI-0038
|
| 110 |
+
'47': LIDC-IDRI-0039
|
| 111 |
+
'48': LIDC-IDRI-0040
|
| 112 |
+
'49': LIDC-IDRI-0041
|
| 113 |
+
'50': LIDC-IDRI-0042
|
| 114 |
+
'51': LIDC-IDRI-0043
|
| 115 |
+
'52': LIDC-IDRI-0044
|
| 116 |
+
'53': LIDC-IDRI-0045
|
| 117 |
+
'54': LIDC-IDRI-0046
|
| 118 |
+
'55': LIDC-IDRI-0047
|
| 119 |
+
'56': LIDC-IDRI-0048
|
| 120 |
+
'57': LIDC-IDRI-0049
|
| 121 |
+
'58': LIDC-IDRI-0050
|
| 122 |
+
'59': LIDC-IDRI-0051
|
| 123 |
+
'60': LIDC-IDRI-0052
|
| 124 |
+
'61': LIDC-IDRI-0053
|
| 125 |
+
'62': LIDC-IDRI-0054
|
| 126 |
+
'63': LIDC-IDRI-0055
|
| 127 |
+
'64': LIDC-IDRI-0056
|
| 128 |
+
'65': LIDC-IDRI-0057
|
| 129 |
+
'66': LIDC-IDRI-0058
|
| 130 |
+
'67': LIDC-IDRI-0059
|
| 131 |
+
'68': LIDC-IDRI-0060
|
| 132 |
+
'69': LIDC-IDRI-0061
|
| 133 |
+
'70': LIDC-IDRI-0063
|
| 134 |
+
'71': LIDC-IDRI-0064
|
| 135 |
+
'72': LIDC-IDRI-0065
|
| 136 |
+
'73': LIDC-IDRI-0066
|
| 137 |
+
'74': LIDC-IDRI-0067
|
| 138 |
+
'75': LIDC-IDRI-0068
|
| 139 |
+
'76': LIDC-IDRI-0070
|
| 140 |
+
'77': LIDC-IDRI-0072
|
| 141 |
+
'78': LIDC-IDRI-0073
|
| 142 |
+
'79': LIDC-IDRI-0074
|
| 143 |
+
'80': LIDC-IDRI-0075
|
| 144 |
+
'81': LIDC-IDRI-0076
|
| 145 |
+
'82': LIDC-IDRI-0077
|
| 146 |
+
'83': LIDC-IDRI-0080
|
| 147 |
+
'84': LIDC-IDRI-0081
|
| 148 |
+
'85': LIDC-IDRI-0082
|
| 149 |
+
'86': LIDC-IDRI-0083
|
| 150 |
+
'87': LIDC-IDRI-0084
|
| 151 |
+
'88': LIDC-IDRI-0085
|
| 152 |
+
'89': LIDC-IDRI-0086
|
| 153 |
+
'90': LIDC-IDRI-0087
|
| 154 |
+
'91': LIDC-IDRI-0088
|
| 155 |
+
'92': LIDC-IDRI-0089
|
| 156 |
+
'93': LIDC-IDRI-0090
|
| 157 |
+
'94': LIDC-IDRI-0091
|
| 158 |
+
'95': LIDC-IDRI-0092
|
| 159 |
+
'96': LIDC-IDRI-0093
|
| 160 |
+
'97': LIDC-IDRI-0094
|
| 161 |
+
'98': LIDC-IDRI-0095
|
| 162 |
+
'99': LIDC-IDRI-0096
|
| 163 |
+
'100': LIDC-IDRI-0097
|
| 164 |
+
'101': LIDC-IDRI-0098
|
| 165 |
+
'102': LIDC-IDRI-0099
|
| 166 |
+
'103': LIDC-IDRI-0102
|
| 167 |
+
'104': LIDC-IDRI-0103
|
| 168 |
+
'105': LIDC-IDRI-0104
|
| 169 |
+
'106': LIDC-IDRI-0105
|
| 170 |
+
'107': LIDC-IDRI-0106
|
| 171 |
+
'108': LIDC-IDRI-0107
|
| 172 |
+
'109': LIDC-IDRI-0108
|
| 173 |
+
'110': LIDC-IDRI-0109
|
| 174 |
+
'111': LIDC-IDRI-0111
|
| 175 |
+
'112': LIDC-IDRI-0112
|
| 176 |
+
'113': LIDC-IDRI-0113
|
| 177 |
+
'114': LIDC-IDRI-0114
|
| 178 |
+
'115': LIDC-IDRI-0116
|
| 179 |
+
'116': LIDC-IDRI-0117
|
| 180 |
+
'117': LIDC-IDRI-0118
|
| 181 |
+
'118': LIDC-IDRI-0119
|
| 182 |
+
'119': LIDC-IDRI-0120
|
| 183 |
+
'120': LIDC-IDRI-0121
|
| 184 |
+
'121': LIDC-IDRI-0122
|
| 185 |
+
'122': LIDC-IDRI-0123
|
| 186 |
+
'123': LIDC-IDRI-0124
|
| 187 |
+
'124': LIDC-IDRI-0125
|
| 188 |
+
'125': LIDC-IDRI-0126
|
| 189 |
+
'126': LIDC-IDRI-0128
|
| 190 |
+
'127': LIDC-IDRI-0129
|
| 191 |
+
'128': LIDC-IDRI-0130
|
| 192 |
+
'129': LIDC-IDRI-0131
|
| 193 |
+
'130': LIDC-IDRI-0133
|
| 194 |
+
'131': LIDC-IDRI-0134
|
| 195 |
+
'132': LIDC-IDRI-0135
|
| 196 |
+
'133': LIDC-IDRI-0137
|
| 197 |
+
'134': LIDC-IDRI-0138
|
| 198 |
+
'135': LIDC-IDRI-0139
|
| 199 |
+
'136': LIDC-IDRI-0140
|
| 200 |
+
'137': LIDC-IDRI-0141
|
| 201 |
+
'138': LIDC-IDRI-0142
|
| 202 |
+
'139': LIDC-IDRI-0144
|
| 203 |
+
'140': LIDC-IDRI-0145
|
| 204 |
+
'141': LIDC-IDRI-0146
|
| 205 |
+
'142': LIDC-IDRI-0147
|
| 206 |
+
'143': LIDC-IDRI-0148
|
| 207 |
+
'144': LIDC-IDRI-0149
|
| 208 |
+
'145': LIDC-IDRI-0152
|
| 209 |
+
'146': LIDC-IDRI-0153
|
| 210 |
+
'147': LIDC-IDRI-0155
|
| 211 |
+
'148': LIDC-IDRI-0156
|
| 212 |
+
'149': LIDC-IDRI-0157
|
| 213 |
+
'150': LIDC-IDRI-0158
|
| 214 |
+
'151': LIDC-IDRI-0159
|
| 215 |
+
'152': LIDC-IDRI-0160
|
| 216 |
+
'153': LIDC-IDRI-0161
|
| 217 |
+
'154': LIDC-IDRI-0162
|
| 218 |
+
'155': LIDC-IDRI-0163
|
| 219 |
+
'156': LIDC-IDRI-0164
|
| 220 |
+
'157': LIDC-IDRI-0165
|
| 221 |
+
'158': LIDC-IDRI-0166
|
| 222 |
+
'159': LIDC-IDRI-0167
|
| 223 |
+
'160': LIDC-IDRI-0168
|
| 224 |
+
'161': LIDC-IDRI-0169
|
| 225 |
+
'162': LIDC-IDRI-0170
|
| 226 |
+
'163': LIDC-IDRI-0171
|
| 227 |
+
'164': LIDC-IDRI-0172
|
| 228 |
+
'165': LIDC-IDRI-0173
|
| 229 |
+
'166': LIDC-IDRI-0175
|
| 230 |
+
'167': LIDC-IDRI-0176
|
| 231 |
+
'168': LIDC-IDRI-0177
|
| 232 |
+
'169': LIDC-IDRI-0178
|
| 233 |
+
'170': LIDC-IDRI-0179
|
| 234 |
+
'171': LIDC-IDRI-0180
|
| 235 |
+
'172': LIDC-IDRI-0181
|
| 236 |
+
'173': LIDC-IDRI-0182
|
| 237 |
+
'174': LIDC-IDRI-0183
|
| 238 |
+
'175': LIDC-IDRI-0184
|
| 239 |
+
'176': LIDC-IDRI-0185
|
| 240 |
+
'177': LIDC-IDRI-0186
|
| 241 |
+
'178': LIDC-IDRI-0187
|
| 242 |
+
'179': LIDC-IDRI-0188
|
| 243 |
+
'180': LIDC-IDRI-0190
|
| 244 |
+
'181': LIDC-IDRI-0191
|
| 245 |
+
'182': LIDC-IDRI-0192
|
| 246 |
+
'183': LIDC-IDRI-0193
|
| 247 |
+
'184': LIDC-IDRI-0194
|
| 248 |
+
'185': LIDC-IDRI-0195
|
| 249 |
+
'186': LIDC-IDRI-0196
|
| 250 |
+
'187': LIDC-IDRI-0198
|
| 251 |
+
'188': LIDC-IDRI-0199
|
| 252 |
+
'189': LIDC-IDRI-0200
|
| 253 |
+
'190': LIDC-IDRI-0201
|
| 254 |
+
'191': LIDC-IDRI-0202
|
| 255 |
+
'192': LIDC-IDRI-0203
|
| 256 |
+
'193': LIDC-IDRI-0204
|
| 257 |
+
'194': LIDC-IDRI-0206
|
| 258 |
+
'195': LIDC-IDRI-0207
|
| 259 |
+
'196': LIDC-IDRI-0208
|
| 260 |
+
'197': LIDC-IDRI-0209
|
| 261 |
+
'198': LIDC-IDRI-0210
|
| 262 |
+
'199': LIDC-IDRI-0211
|
| 263 |
+
'200': LIDC-IDRI-0212
|
| 264 |
+
'201': LIDC-IDRI-0213
|
| 265 |
+
'202': LIDC-IDRI-0215
|
| 266 |
+
'203': LIDC-IDRI-0216
|
| 267 |
+
'204': LIDC-IDRI-0217
|
| 268 |
+
'205': LIDC-IDRI-0219
|
| 269 |
+
'206': LIDC-IDRI-0220
|
| 270 |
+
'207': LIDC-IDRI-0221
|
| 271 |
+
'208': LIDC-IDRI-0222
|
| 272 |
+
'209': LIDC-IDRI-0223
|
| 273 |
+
'210': LIDC-IDRI-0227
|
| 274 |
+
'211': LIDC-IDRI-0228
|
| 275 |
+
'212': LIDC-IDRI-0229
|
| 276 |
+
'213': LIDC-IDRI-0230
|
| 277 |
+
'214': LIDC-IDRI-0231
|
| 278 |
+
'215': LIDC-IDRI-0232
|
| 279 |
+
'216': LIDC-IDRI-0233
|
| 280 |
+
'217': LIDC-IDRI-0234
|
| 281 |
+
'218': LIDC-IDRI-0235
|
| 282 |
+
'219': LIDC-IDRI-0236
|
| 283 |
+
'220': LIDC-IDRI-0237
|
| 284 |
+
'221': LIDC-IDRI-0240
|
| 285 |
+
'222': LIDC-IDRI-0241
|
| 286 |
+
'223': LIDC-IDRI-0242
|
| 287 |
+
'224': LIDC-IDRI-0243
|
| 288 |
+
'225': LIDC-IDRI-0244
|
| 289 |
+
'226': LIDC-IDRI-0245
|
| 290 |
+
'227': LIDC-IDRI-0246
|
| 291 |
+
'228': LIDC-IDRI-0247
|
| 292 |
+
'229': LIDC-IDRI-0248
|
| 293 |
+
'230': LIDC-IDRI-0249
|
| 294 |
+
'231': LIDC-IDRI-0250
|
| 295 |
+
'232': LIDC-IDRI-0251
|
| 296 |
+
'233': LIDC-IDRI-0252
|
| 297 |
+
'234': LIDC-IDRI-0254
|
| 298 |
+
'235': LIDC-IDRI-0255
|
| 299 |
+
'236': LIDC-IDRI-0256
|
| 300 |
+
'237': LIDC-IDRI-0257
|
| 301 |
+
'238': LIDC-IDRI-0258
|
| 302 |
+
'239': LIDC-IDRI-0259
|
| 303 |
+
'240': LIDC-IDRI-0260
|
| 304 |
+
'241': LIDC-IDRI-0262
|
| 305 |
+
'242': LIDC-IDRI-0263
|
| 306 |
+
'243': LIDC-IDRI-0264
|
| 307 |
+
'244': LIDC-IDRI-0265
|
| 308 |
+
'245': LIDC-IDRI-0266
|
| 309 |
+
'246': LIDC-IDRI-0267
|
| 310 |
+
'247': LIDC-IDRI-0268
|
| 311 |
+
'248': LIDC-IDRI-0269
|
| 312 |
+
'249': LIDC-IDRI-0270
|
| 313 |
+
'250': LIDC-IDRI-0271
|
| 314 |
+
'251': LIDC-IDRI-0272
|
| 315 |
+
'252': LIDC-IDRI-0273
|
| 316 |
+
'253': LIDC-IDRI-0274
|
| 317 |
+
'254': LIDC-IDRI-0275
|
| 318 |
+
'255': LIDC-IDRI-0276
|
| 319 |
+
'256': LIDC-IDRI-0277
|
| 320 |
+
'257': LIDC-IDRI-0278
|
| 321 |
+
'258': LIDC-IDRI-0280
|
| 322 |
+
'259': LIDC-IDRI-0281
|
| 323 |
+
'260': LIDC-IDRI-0282
|
| 324 |
+
'261': LIDC-IDRI-0283
|
| 325 |
+
'262': LIDC-IDRI-0284
|
| 326 |
+
'263': LIDC-IDRI-0285
|
| 327 |
+
'264': LIDC-IDRI-0286
|
| 328 |
+
'265': LIDC-IDRI-0287
|
| 329 |
+
'266': LIDC-IDRI-0288
|
| 330 |
+
'267': LIDC-IDRI-0289
|
| 331 |
+
'268': LIDC-IDRI-0290
|
| 332 |
+
'269': LIDC-IDRI-0291
|
| 333 |
+
'270': LIDC-IDRI-0292
|
| 334 |
+
'271': LIDC-IDRI-0294
|
| 335 |
+
'272': LIDC-IDRI-0296
|
| 336 |
+
'273': LIDC-IDRI-0297
|
| 337 |
+
'274': LIDC-IDRI-0298
|
| 338 |
+
'275': LIDC-IDRI-0299
|
| 339 |
+
'276': LIDC-IDRI-0300
|
| 340 |
+
'277': LIDC-IDRI-0301
|
| 341 |
+
'278': LIDC-IDRI-0302
|
| 342 |
+
'279': LIDC-IDRI-0303
|
| 343 |
+
'280': LIDC-IDRI-0304
|
| 344 |
+
'281': LIDC-IDRI-0305
|
| 345 |
+
'282': LIDC-IDRI-0308
|
| 346 |
+
'283': LIDC-IDRI-0309
|
| 347 |
+
'284': LIDC-IDRI-0310
|
| 348 |
+
'285': LIDC-IDRI-0311
|
| 349 |
+
'286': LIDC-IDRI-0312
|
| 350 |
+
'287': LIDC-IDRI-0313
|
| 351 |
+
'288': LIDC-IDRI-0314
|
| 352 |
+
'289': LIDC-IDRI-0315
|
| 353 |
+
'290': LIDC-IDRI-0317
|
| 354 |
+
'291': LIDC-IDRI-0318
|
| 355 |
+
'292': LIDC-IDRI-0319
|
| 356 |
+
'293': LIDC-IDRI-0320
|
| 357 |
+
'294': LIDC-IDRI-0321
|
| 358 |
+
'295': LIDC-IDRI-0323
|
| 359 |
+
'296': LIDC-IDRI-0324
|
| 360 |
+
'297': LIDC-IDRI-0325
|
| 361 |
+
'298': LIDC-IDRI-0326
|
| 362 |
+
'299': LIDC-IDRI-0329
|
| 363 |
+
'300': LIDC-IDRI-0328
|
| 364 |
+
'301': LIDC-IDRI-0332
|
| 365 |
+
'302': LIDC-IDRI-0334
|
| 366 |
+
'303': LIDC-IDRI-0335
|
| 367 |
+
'304': LIDC-IDRI-0337
|
| 368 |
+
'305': LIDC-IDRI-0338
|
| 369 |
+
'306': LIDC-IDRI-0339
|
| 370 |
+
'307': LIDC-IDRI-0340
|
| 371 |
+
'308': LIDC-IDRI-0341
|
| 372 |
+
'309': LIDC-IDRI-0343
|
| 373 |
+
'310': LIDC-IDRI-0344
|
| 374 |
+
'311': LIDC-IDRI-0345
|
| 375 |
+
'312': LIDC-IDRI-0346
|
| 376 |
+
'313': LIDC-IDRI-0347
|
| 377 |
+
'314': LIDC-IDRI-0348
|
| 378 |
+
'315': LIDC-IDRI-0350
|
| 379 |
+
'316': LIDC-IDRI-0351
|
| 380 |
+
'317': LIDC-IDRI-0352
|
| 381 |
+
'318': LIDC-IDRI-0353
|
| 382 |
+
'319': LIDC-IDRI-0354
|
| 383 |
+
'320': LIDC-IDRI-0355
|
| 384 |
+
'321': LIDC-IDRI-0356
|
| 385 |
+
'322': LIDC-IDRI-0357
|
| 386 |
+
'323': LIDC-IDRI-0358
|
| 387 |
+
'324': LIDC-IDRI-0359
|
| 388 |
+
'325': LIDC-IDRI-0360
|
| 389 |
+
'326': LIDC-IDRI-0362
|
| 390 |
+
'327': LIDC-IDRI-0363
|
| 391 |
+
'328': LIDC-IDRI-0365
|
| 392 |
+
'329': LIDC-IDRI-0366
|
| 393 |
+
'330': LIDC-IDRI-0367
|
| 394 |
+
'331': LIDC-IDRI-0368
|
| 395 |
+
'332': LIDC-IDRI-0369
|
| 396 |
+
'333': LIDC-IDRI-0370
|
| 397 |
+
'334': LIDC-IDRI-0371
|
| 398 |
+
'335': LIDC-IDRI-0372
|
| 399 |
+
'336': LIDC-IDRI-0373
|
| 400 |
+
'337': LIDC-IDRI-0374
|
| 401 |
+
'338': LIDC-IDRI-0375
|
| 402 |
+
'339': LIDC-IDRI-0376
|
| 403 |
+
'340': LIDC-IDRI-0377
|
| 404 |
+
'341': LIDC-IDRI-0378
|
| 405 |
+
'342': LIDC-IDRI-0379
|
| 406 |
+
'343': LIDC-IDRI-0380
|
| 407 |
+
'344': LIDC-IDRI-0381
|
| 408 |
+
'345': LIDC-IDRI-0384
|
| 409 |
+
'346': LIDC-IDRI-0385
|
| 410 |
+
'347': LIDC-IDRI-0386
|
| 411 |
+
'348': LIDC-IDRI-0387
|
| 412 |
+
'349': LIDC-IDRI-0388
|
| 413 |
+
'350': LIDC-IDRI-0390
|
| 414 |
+
'351': LIDC-IDRI-0392
|
| 415 |
+
'352': LIDC-IDRI-0393
|
| 416 |
+
'353': LIDC-IDRI-0394
|
| 417 |
+
'354': LIDC-IDRI-0395
|
| 418 |
+
'355': LIDC-IDRI-0396
|
| 419 |
+
'356': LIDC-IDRI-0397
|
| 420 |
+
'357': LIDC-IDRI-0127
|
| 421 |
+
- name: pixel_spacing_mm
|
| 422 |
+
dtype: float32
|
| 423 |
+
- name: scan_id
|
| 424 |
+
dtype: int32
|
| 425 |
+
- name: sphericity
|
| 426 |
+
dtype:
|
| 427 |
+
class_label:
|
| 428 |
+
names:
|
| 429 |
+
'0': Ovoid
|
| 430 |
+
'1': Ovoid/Round
|
| 431 |
+
'2': Round
|
| 432 |
+
'3': Ovoid/Linear
|
| 433 |
+
'4': Linear
|
| 434 |
+
- name: spiculation
|
| 435 |
+
dtype:
|
| 436 |
+
class_label:
|
| 437 |
+
names:
|
| 438 |
+
'0': No Spiculation
|
| 439 |
+
'1': Nearly No Spiculation
|
| 440 |
+
'2': Medium Spiculation
|
| 441 |
+
'3': Near Marked Spiculation
|
| 442 |
+
'4': Marked Spiculation
|
| 443 |
+
- name: subtlety
|
| 444 |
+
dtype:
|
| 445 |
+
class_label:
|
| 446 |
+
names:
|
| 447 |
+
'0': Obvious
|
| 448 |
+
'1': Moderately Obvious
|
| 449 |
+
'2': Moderately Subtle
|
| 450 |
+
'3': Fairly Subtle
|
| 451 |
+
'4': Extremely Subtle
|
| 452 |
+
- name: texture
|
| 453 |
+
dtype:
|
| 454 |
+
class_label:
|
| 455 |
+
names:
|
| 456 |
+
'0': Solid
|
| 457 |
+
'1': Solid/Mixed
|
| 458 |
+
'2': Part Solid/Mixed
|
| 459 |
+
'3': Non-Solid/Mixed
|
| 460 |
+
'4': Non-Solid/GGO
|
| 461 |
+
- name: xmax
|
| 462 |
+
dtype: int32
|
| 463 |
+
- name: xmin
|
| 464 |
+
dtype: int32
|
| 465 |
+
- name: ymax
|
| 466 |
+
dtype: int32
|
| 467 |
+
- name: ymin
|
| 468 |
+
dtype: int32
|
| 469 |
+
- name: z
|
| 470 |
+
dtype: int32
|
| 471 |
+
splits:
|
| 472 |
+
- name: train
|
| 473 |
+
num_bytes: 77036241.166
|
| 474 |
+
num_examples: 14933
|
| 475 |
+
download_size: 69681888
|
| 476 |
+
dataset_size: 77036241.166
|
| 477 |
+
---
|
| 478 |
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.
|
| 479 |
|
| 480 |
The dataset is incomplete as of 2024-12-02. If you find it useful, I will add more patches.
|