florian-hoenicke
commited on
Commit
•
19ac8eb
1
Parent(s):
af41f98
feat: push custom dataset
Browse files- README.md +40 -0
- samples_eval.jsonl +0 -0
- samples_train.jsonl +0 -0
- topics.txt +536 -0
README.md
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---
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license: apache-2.0
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task_categories:
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- feature-extraction
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- sentence-similarity
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language:
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- zh
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- mteb
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- Health
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- Medicine
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- Treatment
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- Diagnosis
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- Advice
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pretty_name: medical information search
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size_categories:
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- n<1K
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---
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# jinaai_jina-embeddings-v2-base-zh-CMedQAv2-2 Dataset
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## Dataset Description
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The dataset "medical information search" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
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## Associated Model
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This dataset was used to train the [**jinaai_jina-embeddings-v2-base-zh-CMedQAv2-2**](https://huggingface.co/fine-tuned/jinaai_jina-embeddings-v2-base-zh-CMedQAv2-2) model.
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## How to Use
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To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
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```python
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from datasets import load_dataset
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dataset = load_dataset("fine-tuned/jinaai_jina-embeddings-v2-base-zh-CMedQAv2-2")
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print(dataset['test'][0])
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```
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samples_eval.jsonl
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The diff for this file is too large to render.
See raw diff
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samples_train.jsonl
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The diff for this file is too large to render.
See raw diff
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topics.txt
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1 |
+
Abdominal surgery
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2 |
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Abdominoplasty
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3 |
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Ablation
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Abnormality
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Abrasion
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Abscess
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Absorption
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Abstinence
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Acidosis
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Acne treatment
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Acoustic neuroma
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Acquired immunodeficiency syndrome (AIDS)
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Acromegaly
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Actinic keratosis
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Acupuncture
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Acute lymphoblastic leukemia
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Acute myeloid leukemia
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Addiction medicine
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Adenocarcinoma
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Adenoma
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Adhesion
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Adjuvant therapy
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Adrenal gland
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Adrenaline
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Adult respiratory distress syndrome (ARDS)
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Aerobic exercise
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Aerophagia
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Agenesis
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Aging process
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Allopathy
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Alternative medicine
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Ambulatory care
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Anesthesia
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Angioplasty
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35 |
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Antibiotics
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Anticoagulant
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37 |
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Antidepressant
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38 |
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Antihistamine
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Antioxidant
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Aromatherapy
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Arthroscopy
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Artificial intelligence in healthcare
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43 |
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Assisted living
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44 |
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Audiology
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Autoimmune disease
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46 |
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Autopsy
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Ayurveda
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Bacillus
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Bacteremia
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Bacteriophage
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Balneotherapy
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Bandage Compression
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Barium Enema
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Basal Metabolic Rate
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Basophil
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Beck's Depression Inventory
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Behavioral Therapy
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Bell's Palsy
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Benzodiazepines
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Beta Blockers
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Beta Cells
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62 |
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Bilateral Symmetry
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Bile Duct
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Biliary Atresia
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Bilirubin
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Bioavailability
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Bioethics
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68 |
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Biofeedback
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Biological Therapy
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70 |
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Biomechanics
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71 |
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Biopsy
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Bipolar Disorder
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Bisphosphonates
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Blastocyst
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Blepharoplasty
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Blood Agar
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Blood Brain Barrier
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Blood Culture
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Blood Gas Analysis
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Blood Pressure Monitor
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Blood Typing
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Blunt Trauma
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Body Mass Index
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Bolus
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Bone Density
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Bone Marrow Aspiration
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Bone Marrow Transplant
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Botulinum Toxin
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Brachytherapy
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Bradycardia
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Brain Stem
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Bronchodilator
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Bronchoscopy
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Brucellosis
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Buccal
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Bulimia Nervosa
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Bursitis
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Cancer Immunotherapy
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99 |
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Cancer Metastasis
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Cardiac Catheterization
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Cardiac Electrophysiology
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Cardiopulmonary Resuscitation
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103 |
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Cardiothoracic Surgery
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104 |
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Cardiovascular Rehabilitation
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105 |
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Carotid Artery Stenting
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Carpal Tunnel Release
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107 |
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Case Management Program
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108 |
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Cellular Immunotherapy
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109 |
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Cerebrospinal Fluid Analysis
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110 |
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Chemical Peel Procedure
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Chemoradiation Therapy
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Chiropractic Adjustment
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Chronic Pain Management
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114 |
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Clinical Trial Protocol
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115 |
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Coagulation Cascade
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116 |
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Cognitive Behavioral Therapy
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Colonoscopy Procedure
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Complementary Medicine
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119 |
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Computed Tomography Scan
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Concussion Management
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121 |
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Conditioning Therapy
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122 |
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Congenital Heart Defects
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123 |
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Consultation Service
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124 |
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Continuous Glucose Monitoring
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Coronary Artery Bypass
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126 |
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Cosmetic Dermatology
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Cranial Nerve Examination
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128 |
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Critical Care Unit
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129 |
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Cryopreservation Technique
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130 |
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Cryotherapy Treatment
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131 |
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Cultural Competency Training
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132 |
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Cultural Sensitivity Training
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133 |
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Curative Radiotherapy
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134 |
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Cystic Fibrosis Screening
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135 |
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Cytogenetic Abnormalities
|
136 |
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Cytogenetic Analysis
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137 |
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Cytokine Release Syndrome
|
138 |
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Cytokine Therapy
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139 |
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Cytomegalovirus Infection
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140 |
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Cytomegalovirus Screening
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141 |
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Cytoskeletal Dynamics
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142 |
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Cytoskeleton Organization
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143 |
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Cytotoxic Chemotherapy
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144 |
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Cytotoxic T Lymphocytes
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145 |
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Diagnosis
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146 |
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Diagnostician
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147 |
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Dialysis
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148 |
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Disease Management
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149 |
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Disinfection
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Dissection
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151 |
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Dosage
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152 |
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Drug Interaction
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153 |
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Drug Resistance
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154 |
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Echocardiogram
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155 |
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Echocardiography
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156 |
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Ectoderm
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157 |
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Ectopic Beat
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158 |
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Ectopic Pregnancy
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159 |
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Edema
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160 |
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Edentulous
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161 |
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Effervescent
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162 |
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Effusion
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163 |
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Electrocardiogram
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164 |
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Electroencephalogram
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165 |
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Electrolysis
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166 |
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Electrolyte Imbalance
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167 |
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Embolism
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168 |
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Embryology
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169 |
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Emergency Medicine
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170 |
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Emphysema
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171 |
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Endemic
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172 |
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Endocrinology
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173 |
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Endometriosis
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174 |
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Endoscope
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175 |
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Endoscopy
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176 |
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Endotracheal Tube
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177 |
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Epidemiology
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178 |
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Epidermis
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179 |
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Epilepsy
|
180 |
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Epinephrine
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181 |
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Ergonomics
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182 |
+
Erythrocyte
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183 |
+
Esophageal Varices
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184 |
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Etiology
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185 |
+
Exacerbation
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186 |
+
Examination
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187 |
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Exophthalmos
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188 |
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Expectoration
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189 |
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Extracorporeal
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190 |
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Exudate
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191 |
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Eyewash
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192 |
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Ezetimibe
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193 |
+
Fibroplasia
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194 |
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Fibrosarcoma
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195 |
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Fibrosis
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196 |
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Filtration
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197 |
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Fluoroscopy
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198 |
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Folliculitis
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199 |
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Fungemia
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200 |
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Gallbladder
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201 |
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Ganglion
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202 |
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Gastritis
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203 |
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Gastroenterology
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204 |
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Gastrointestinal
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205 |
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Genealogy
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206 |
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Geneticist
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207 |
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Genitourinary
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208 |
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Geriatrics
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209 |
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Gingivitis
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210 |
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Glaucoma
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211 |
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Glioblastoma
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212 |
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Glossitis
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213 |
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Glycogen
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214 |
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Gonorrhea
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215 |
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Granuloma
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216 |
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Gynecology
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217 |
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Healthcare Provider
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218 |
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Hematologist
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219 |
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Hematology
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220 |
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Hemorrhage
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221 |
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Hepatitis
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222 |
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Herniation
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223 |
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Hippocratic Oath
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224 |
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Histology
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225 |
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Homeostasis
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226 |
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Hospital Administration
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227 |
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Hydrocephalus
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228 |
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Hyperplasia
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229 |
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Hypertension
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230 |
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Hypoglycemia
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231 |
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Hypothyroidism
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232 |
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Ileostomy
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233 |
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Immunology
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234 |
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Immunotherapy
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235 |
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Impetigo
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236 |
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Incontinence
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237 |
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Incubation Period
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238 |
+
Infarction
|
239 |
+
Infectious Disease
|
240 |
+
Inflammation
|
241 |
+
Influenza
|
242 |
+
Inguinal
|
243 |
+
Insulinoma
|
244 |
+
Integumentary
|
245 |
+
Intensive Care Unit
|
246 |
+
Intercostal
|
247 |
+
Interstitial
|
248 |
+
Intubation
|
249 |
+
Ischemia
|
250 |
+
Jaundice
|
251 |
+
Kinesiology
|
252 |
+
Laboratory Technician
|
253 |
+
Laminectomy
|
254 |
+
Laparoscopy
|
255 |
+
Laryngectomy
|
256 |
+
Laryngology
|
257 |
+
Laryngoscopy
|
258 |
+
Laser Ablation
|
259 |
+
Laser Lithotripsy
|
260 |
+
Lateral Epicondylitis
|
261 |
+
Leiomyoma
|
262 |
+
Leukemia
|
263 |
+
Leukocytosis
|
264 |
+
Leukoplakia
|
265 |
+
Ligamentoplasty
|
266 |
+
Lipid Profile
|
267 |
+
Lipoma
|
268 |
+
Lipoplasty
|
269 |
+
Lithotripsy
|
270 |
+
Lithotripter
|
271 |
+
Liver Biopsy
|
272 |
+
Lobectomy
|
273 |
+
Locoregional Anesthesia
|
274 |
+
Longitudinal Study
|
275 |
+
Loop Electrosurgical Excision Procedure
|
276 |
+
Lumbar Puncture
|
277 |
+
Lumbar Support
|
278 |
+
Lumpectomy
|
279 |
+
Lung Auscultation
|
280 |
+
Lymphadenectomy
|
281 |
+
Lymphadenopathy
|
282 |
+
Lymphangiography
|
283 |
+
Lymphatic System
|
284 |
+
Lymphedema
|
285 |
+
Lymphocyte Count
|
286 |
+
Lymphography
|
287 |
+
Lymphoma
|
288 |
+
Lysis of Adhesions
|
289 |
+
Macular Degeneration
|
290 |
+
Magnetic Resonance Angiography
|
291 |
+
Magnetic Resonance Imaging
|
292 |
+
Magnetic Resonance Imaging
|
293 |
+
Malignant Melanoma
|
294 |
+
Mammography
|
295 |
+
Mandibulectomy
|
296 |
+
Mastectomy
|
297 |
+
Maxillofacial Surgery
|
298 |
+
Mediastinoscopy
|
299 |
+
Medical Ethics
|
300 |
+
Medical Examiner
|
301 |
+
Medical History
|
302 |
+
Medical Terminology
|
303 |
+
Medication Reconciliation
|
304 |
+
Melanoma
|
305 |
+
Meningioma
|
306 |
+
Meniscectomy
|
307 |
+
Meniscectomy
|
308 |
+
Metastasis
|
309 |
+
Microbiology
|
310 |
+
Microdiscectomy
|
311 |
+
Molecular Biology
|
312 |
+
Nanomedicine
|
313 |
+
Nasogastric Tube
|
314 |
+
Necropsy
|
315 |
+
Neonatal Care
|
316 |
+
Neonatal Intensive Care Unit
|
317 |
+
Neuroimaging
|
318 |
+
Neurological Examination
|
319 |
+
Neurology
|
320 |
+
Neurophysiology
|
321 |
+
Neurosurgery
|
322 |
+
Nuclear Medicine
|
323 |
+
Nuclear Medicine
|
324 |
+
Nurse Practitioner
|
325 |
+
Nutritional Assessment
|
326 |
+
Nutritional Therapy
|
327 |
+
Obstetrician
|
328 |
+
Obstetrics
|
329 |
+
Occupational Therapy
|
330 |
+
Occupational Therapy
|
331 |
+
Oncologist
|
332 |
+
Oncologist
|
333 |
+
Ophthalmic Surgery
|
334 |
+
Ophthalmologist
|
335 |
+
Ophthalmology
|
336 |
+
Optometrist
|
337 |
+
Oral and Maxillofacial Surgery
|
338 |
+
Orthodontics
|
339 |
+
Orthopedic Surgeon
|
340 |
+
Orthopedics
|
341 |
+
Orthoptist
|
342 |
+
Osteopathic Medicine
|
343 |
+
Osteopathy
|
344 |
+
Otolaryngologist
|
345 |
+
Otorhinolaryngology
|
346 |
+
Outpatient Care
|
347 |
+
Over-the-Counter Medication
|
348 |
+
Oxygen Therapy
|
349 |
+
Palliative Care
|
350 |
+
Palliative Care
|
351 |
+
Pancreatic Enzymes
|
352 |
+
Paracentesis
|
353 |
+
Paroxysmal Nocturnal Dyspnea
|
354 |
+
Patent Ductus Arteriosus
|
355 |
+
Pathogen Transmission
|
356 |
+
Pathognomonic
|
357 |
+
Pediatrician
|
358 |
+
Percutaneous Transhepatic Cholangiography
|
359 |
+
Pericardiocentesis
|
360 |
+
Pericarditis
|
361 |
+
Periosteal Reaction
|
362 |
+
Peritoneal Dialysis
|
363 |
+
Peritonitis
|
364 |
+
Pharmacokinetics
|
365 |
+
Pharmacology
|
366 |
+
Pharyngitis
|
367 |
+
Phlebotomy
|
368 |
+
Photophobia
|
369 |
+
Physical Therapy
|
370 |
+
Plastic Surgery
|
371 |
+
Pleural Effusion
|
372 |
+
Pneumothorax
|
373 |
+
Podiatry
|
374 |
+
Polydipsia
|
375 |
+
Polyphagia
|
376 |
+
Polyuria
|
377 |
+
Postictal State
|
378 |
+
Postprandial
|
379 |
+
Preauricular
|
380 |
+
Precipitating Factor
|
381 |
+
Prepatellar Bursitis
|
382 |
+
Presbyopia
|
383 |
+
Prognathism
|
384 |
+
Prophylaxis
|
385 |
+
Proptosis
|
386 |
+
Proximal Interphalangeal Joint
|
387 |
+
Pseudocyesis
|
388 |
+
Pseudohypertrophy
|
389 |
+
Pseudomembranous Colitis
|
390 |
+
Psychiatry
|
391 |
+
Pulmonary Edema
|
392 |
+
Pulmonary Embolism
|
393 |
+
Pulmonary Function Test
|
394 |
+
Pulmonary Infarction
|
395 |
+
Pulmonary Stenosis
|
396 |
+
Pulmonology
|
397 |
+
Purulent Discharge
|
398 |
+
Pyelonephritis
|
399 |
+
Pyoderma Gangrenosum
|
400 |
+
Pyuria
|
401 |
+
Quadriceps Tendon Rupture
|
402 |
+
Quadriplegia
|
403 |
+
Quincke Edema
|
404 |
+
Quinolone Antibiotics
|
405 |
+
Radiation Oncologist
|
406 |
+
Radiation Oncology
|
407 |
+
Radiation Therapy
|
408 |
+
Radiography
|
409 |
+
Radiologic Technologist
|
410 |
+
Radiology
|
411 |
+
Radiotherapy
|
412 |
+
Reconstructive Dentistry
|
413 |
+
Reconstructive Facial Surgery
|
414 |
+
Reconstructive Microsurgery
|
415 |
+
Reconstructive Plastic Surgery
|
416 |
+
Reconstructive Surgery
|
417 |
+
Reconstructive Urology
|
418 |
+
Referral Network
|
419 |
+
Rehabilitation Medicine
|
420 |
+
Rehabilitation Medicine
|
421 |
+
Rehabilitation Program
|
422 |
+
Remote Monitoring
|
423 |
+
Reproductive Endocrinologist
|
424 |
+
Reproductive Endocrinology
|
425 |
+
Reproductive Genetics
|
426 |
+
Reproductive Health
|
427 |
+
Reproductive Immunology
|
428 |
+
Reproductive Surgeon
|
429 |
+
Reproductive Toxicology
|
430 |
+
Respiratory Distress
|
431 |
+
Respiratory Distress Syndrome
|
432 |
+
Respiratory Distress Syndrome of the Newborn
|
433 |
+
Respiratory Failure
|
434 |
+
Respiratory Syncytial Virus
|
435 |
+
Respiratory Therapist
|
436 |
+
Respiratory Therapy
|
437 |
+
Retinal Detachment Surgery
|
438 |
+
Retinal Imaging
|
439 |
+
Retinal Prosthesis
|
440 |
+
Retinal Vascular Occlusion
|
441 |
+
Retinal Vein Occlusion
|
442 |
+
Retinopathy of Prematurity
|
443 |
+
Retrograde Pyelography
|
444 |
+
Retroperitoneal Fibrosis
|
445 |
+
Retroperitoneal Hemorrhage
|
446 |
+
Retroperitoneal Lymph Node Dissection
|
447 |
+
Retroperitoneal Sarcoma
|
448 |
+
Rheumatoid Arthritis
|
449 |
+
Rheumatologist
|
450 |
+
Rheumatology
|
451 |
+
Rheumatology
|
452 |
+
Rhinoplasty Surgeon
|
453 |
+
Rhinoplasty Surgery
|
454 |
+
Rhytidectomy Surgeon
|
455 |
+
Rhytidectomy Surgery
|
456 |
+
Rhytidoplasty Surgery
|
457 |
+
Robotic Surgery
|
458 |
+
Sedation protocol
|
459 |
+
Sensitivity analysis
|
460 |
+
Sensory perception
|
461 |
+
Serological testing
|
462 |
+
Speech Pathology
|
463 |
+
Sputum culture
|
464 |
+
Statistical significance
|
465 |
+
Subcutaneous injection
|
466 |
+
Surgical Oncology
|
467 |
+
Surgical approach
|
468 |
+
Surgical assistant
|
469 |
+
Surgical cap
|
470 |
+
Surgical complication
|
471 |
+
Surgical consultation
|
472 |
+
Surgical draping
|
473 |
+
Surgical dressing
|
474 |
+
Surgical equipment
|
475 |
+
Surgical excision
|
476 |
+
Surgical gloves
|
477 |
+
Surgical gown
|
478 |
+
Surgical instrument
|
479 |
+
Surgical instrument sterilization
|
480 |
+
Surgical intervention
|
481 |
+
Surgical management
|
482 |
+
Surgical mask
|
483 |
+
Surgical nurse
|
484 |
+
Surgical outcome
|
485 |
+
Surgical pathology
|
486 |
+
Surgical postoperative care
|
487 |
+
Surgical procedure
|
488 |
+
Surgical recovery
|
489 |
+
Surgical resection
|
490 |
+
Surgical residency
|
491 |
+
Surgical rotation
|
492 |
+
Surgical scrub nurse
|
493 |
+
Surgical scrubbing
|
494 |
+
Surgical site infection
|
495 |
+
Surgical skill
|
496 |
+
Surgical specialty
|
497 |
+
Surgical sterilization
|
498 |
+
Surgical supply
|
499 |
+
Surgical suture
|
500 |
+
Surgical team
|
501 |
+
Surgical technician
|
502 |
+
Surgical technique
|
503 |
+
Surgical technologist
|
504 |
+
Surgical training
|
505 |
+
Surgical tray
|
506 |
+
Surgical wound care
|
507 |
+
Symptomatology
|
508 |
+
Syndromic
|
509 |
+
Systematic review
|
510 |
+
Telemedicine
|
511 |
+
Therapeutic
|
512 |
+
Therapy
|
513 |
+
Thermotherapy
|
514 |
+
Tissue Regeneration
|
515 |
+
Tomography
|
516 |
+
Toxicology
|
517 |
+
Toxicology
|
518 |
+
Transdermal
|
519 |
+
Transplantation
|
520 |
+
Traumatology
|
521 |
+
Triage
|
522 |
+
Ultrasonography
|
523 |
+
Urology
|
524 |
+
Vaccination
|
525 |
+
Vascular Surgery
|
526 |
+
Vascularization
|
527 |
+
Venipuncture
|
528 |
+
Ventilation
|
529 |
+
Virology
|
530 |
+
Vital Signs
|
531 |
+
X-ray
|
532 |
+
Xenotransplantation
|
533 |
+
Xerostomia
|
534 |
+
Yeast Infection
|
535 |
+
Zoology
|
536 |
+
Zoonosis
|