Commit
•
233b0f1
1
Parent(s):
9b44c14
feat: push custom dataset
Browse files- README.md +40 -0
- samples_eval.jsonl +0 -0
- samples_train.jsonl +0 -0
- topics.txt +504 -0
README.md
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| 1 |
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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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# CMedQAv2-3 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 [**CMedQAv2-3**](https://huggingface.co/fine-tuned/CMedQAv2-3) 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/CMedQAv2-3")
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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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@@ -0,0 +1,504 @@
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| 1 |
+
Acupuncture
|
| 2 |
+
Adjuvant Therapy
|
| 3 |
+
Aerobic Exercise
|
| 4 |
+
Allopathic Medicine
|
| 5 |
+
Alternative Medicine
|
| 6 |
+
Ambulatory Care
|
| 7 |
+
Anesthesia
|
| 8 |
+
Angiography
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| 9 |
+
Antibiotic Resistance
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| 10 |
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Anticoagulant Therapy
|
| 11 |
+
Antioxidants
|
| 12 |
+
Aromatherapy
|
| 13 |
+
Arteriography
|
| 14 |
+
Artificial Intelligence in Healthcare
|
| 15 |
+
Assistive Technology
|
| 16 |
+
Audiology
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| 17 |
+
Autoimmune Disease
|
| 18 |
+
Autologous Transplantation
|
| 19 |
+
Ayurveda
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| 20 |
+
Bacillus
|
| 21 |
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Bacteremia
|
| 22 |
+
Bacterial Resistance
|
| 23 |
+
Bacteriology
|
| 24 |
+
Balneotherapy
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| 25 |
+
Bandage Compression
|
| 26 |
+
Barium Enema
|
| 27 |
+
Basal Metabolic Rate
|
| 28 |
+
Basophil
|
| 29 |
+
Beck's Depression Inventory
|
| 30 |
+
Behavioral Therapy
|
| 31 |
+
Bell's Palsy
|
| 32 |
+
Benzodiazepines
|
| 33 |
+
Beta Blockers
|
| 34 |
+
Beta Cells
|
| 35 |
+
Bilateral Symmetry
|
| 36 |
+
Bile Duct
|
| 37 |
+
Biliary Atresia
|
| 38 |
+
Bilirubin
|
| 39 |
+
Bioavailability
|
| 40 |
+
Biochemistry
|
| 41 |
+
Bioelectric Impedance Analysis
|
| 42 |
+
Biofeedback
|
| 43 |
+
Biological Therapy
|
| 44 |
+
Biomechanics
|
| 45 |
+
Biomedical Engineering
|
| 46 |
+
Biopsy
|
| 47 |
+
Bipolar Disorder
|
| 48 |
+
Bisphosphonates
|
| 49 |
+
Blastocyst
|
| 50 |
+
Blepharoplasty
|
| 51 |
+
Blood Agar
|
| 52 |
+
Blood Brain Barrier
|
| 53 |
+
Blood Culture
|
| 54 |
+
Blood Gas Analysis
|
| 55 |
+
Blood Pressure Monitor
|
| 56 |
+
Blood Typing
|
| 57 |
+
Blunt Trauma
|
| 58 |
+
Body Mass Index
|
| 59 |
+
Bolus
|
| 60 |
+
Bone Density
|
| 61 |
+
Bone Marrow Aspiration
|
| 62 |
+
Bone Marrow Transplant
|
| 63 |
+
Botulinum Toxin
|
| 64 |
+
Brachytherapy
|
| 65 |
+
Bradycardia
|
| 66 |
+
Brain Stem
|
| 67 |
+
Bronchodilator
|
| 68 |
+
Bronchoscopy
|
| 69 |
+
Brucellosis
|
| 70 |
+
Buccal
|
| 71 |
+
Cancer Biomarkers
|
| 72 |
+
Cancer Immunotherapy
|
| 73 |
+
Cancer Metastasis
|
| 74 |
+
Cancer Pathology
|
| 75 |
+
Cancer Prognosis
|
| 76 |
+
Cancer Staging
|
| 77 |
+
Cardiac Ablation
|
| 78 |
+
Cardiac Catheterization
|
| 79 |
+
Cardiac Rehabilitation
|
| 80 |
+
Cardiopulmonary Bypass
|
| 81 |
+
Cardiothoracic Surgery
|
| 82 |
+
Cardiovascular Surgery
|
| 83 |
+
Cataract Surgery
|
| 84 |
+
Cellular Immunotherapy
|
| 85 |
+
Cerebrospinal Fluid Analysis
|
| 86 |
+
Chemoradiation Therapy
|
| 87 |
+
Chimeric Antigen Receptor
|
| 88 |
+
Chromosomal Aberrations
|
| 89 |
+
Chronic Pain Management
|
| 90 |
+
Clinical Oncology
|
| 91 |
+
Clinical Pharmacology
|
| 92 |
+
Clinical Research
|
| 93 |
+
Clinical Trials
|
| 94 |
+
Clinical Trials Registry
|
| 95 |
+
Cognitive Behavioral Therapy
|
| 96 |
+
Complementary Medicine
|
| 97 |
+
Computed Tomography
|
| 98 |
+
Conditioning Therapy
|
| 99 |
+
Congenital Heart Disease
|
| 100 |
+
Coronary Angiography
|
| 101 |
+
Coronary Artery Bypass
|
| 102 |
+
Coronary Stent Placement
|
| 103 |
+
Cranial Nerve Examination
|
| 104 |
+
Craniofacial Surgery
|
| 105 |
+
Cryosurgery
|
| 106 |
+
Cytogenetic Testing
|
| 107 |
+
Cytogenetics
|
| 108 |
+
Cytokine Release Syndrome
|
| 109 |
+
Cytokine Therapy
|
| 110 |
+
Cytomegalovirus Infection
|
| 111 |
+
Cytoreductive Surgery
|
| 112 |
+
Cytoskeletal Proteins
|
| 113 |
+
Cytotoxic Chemotherapy
|
| 114 |
+
Cytotoxic T Lymphocytes
|
| 115 |
+
Cytotoxicity Assay
|
| 116 |
+
Cytotoxicity Testing
|
| 117 |
+
Dacryoadenitis
|
| 118 |
+
Debridement
|
| 119 |
+
Decompression Therapy
|
| 120 |
+
Defibrillation
|
| 121 |
+
Dehydration
|
| 122 |
+
Delirium
|
| 123 |
+
Dementia
|
| 124 |
+
Demyelination
|
| 125 |
+
Dendritic Cells
|
| 126 |
+
Dental Prophylaxis
|
| 127 |
+
Dentigerous Cyst
|
| 128 |
+
Dermabrasion
|
| 129 |
+
Dermatitis
|
| 130 |
+
Dermatofibroma
|
| 131 |
+
Dermatome
|
| 132 |
+
Dermatophytosis
|
| 133 |
+
Desensitization Therapy
|
| 134 |
+
Detoxification
|
| 135 |
+
Diabetes Mellitus
|
| 136 |
+
Diabetic Retinopathy
|
| 137 |
+
Diagnosis
|
| 138 |
+
Dialysis
|
| 139 |
+
Diaphragmatic Hernia
|
| 140 |
+
Diastole
|
| 141 |
+
Dietary Supplements
|
| 142 |
+
Differentiation Syndrome
|
| 143 |
+
Diffuse Axonal Injury
|
| 144 |
+
Digital Rectal Exam
|
| 145 |
+
Dilatation and Curettage
|
| 146 |
+
Diphtheria
|
| 147 |
+
Direct Coombs Test
|
| 148 |
+
Discectomy
|
| 149 |
+
Disease Management
|
| 150 |
+
Dislocation
|
| 151 |
+
Diuretics
|
| 152 |
+
Diverticulitis
|
| 153 |
+
Diverticulosis
|
| 154 |
+
Dopamine Agonists
|
| 155 |
+
Dorsal Column Stimulator
|
| 156 |
+
Dosimetry
|
| 157 |
+
Double Blind Study
|
| 158 |
+
Drainage
|
| 159 |
+
Drug Delivery Systems
|
| 160 |
+
Drug Resistance
|
| 161 |
+
Duodenal Ulcer
|
| 162 |
+
Dupuytren's Contracture
|
| 163 |
+
Dural Arteriovenous Fistulas
|
| 164 |
+
Dysarthria
|
| 165 |
+
Dysmenorrhea
|
| 166 |
+
Dysphagia
|
| 167 |
+
Dysplasia
|
| 168 |
+
Dystonia
|
| 169 |
+
EEG (Electroencephalogram)
|
| 170 |
+
Echocardiogram
|
| 171 |
+
Echolalia
|
| 172 |
+
Ectopic Pregnancy
|
| 173 |
+
Edema
|
| 174 |
+
Ehrlichiosis
|
| 175 |
+
Ejaculatory Duct Obstruction
|
| 176 |
+
Elbow Arthroscopy
|
| 177 |
+
Electrocardiogram
|
| 178 |
+
Electroconvulsive Therapy
|
| 179 |
+
Electrolysis
|
| 180 |
+
Electromyography
|
| 181 |
+
Electrophoresis
|
| 182 |
+
Electroretinogram
|
| 183 |
+
Embolic Stroke
|
| 184 |
+
Embolization
|
| 185 |
+
Emphysema
|
| 186 |
+
Encephalitis
|
| 187 |
+
Encephalopathy
|
| 188 |
+
Endarterectomy
|
| 189 |
+
Endocrinology
|
| 190 |
+
Endometrial Ablation
|
| 191 |
+
Endometriosis
|
| 192 |
+
Endoscopy
|
| 193 |
+
Endotracheal Intubation
|
| 194 |
+
Enucleation
|
| 195 |
+
Eosinophilia
|
| 196 |
+
Epidemiology
|
| 197 |
+
Epidural Anesthesia
|
| 198 |
+
Epiglottitis
|
| 199 |
+
Epilepsy
|
| 200 |
+
Episiotomy
|
| 201 |
+
Erythrocytosis
|
| 202 |
+
Esophageal Varices
|
| 203 |
+
Esophagogastroduodenoscopy
|
| 204 |
+
Essential Tremor
|
| 205 |
+
Estrogen Replacement Therapy
|
| 206 |
+
Euthanasia
|
| 207 |
+
Exacerbation
|
| 208 |
+
Excision
|
| 209 |
+
Exophthalmos
|
| 210 |
+
Extracorporeal Membrane Oxygenation
|
| 211 |
+
Extracorporeal Shock Wave Lithotripsy
|
| 212 |
+
Exudate
|
| 213 |
+
Fasciitis
|
| 214 |
+
Fibroadenoma
|
| 215 |
+
Fibroblast
|
| 216 |
+
Fibromyalgia
|
| 217 |
+
Fibrosarcoma
|
| 218 |
+
Fibrosis
|
| 219 |
+
Fibrositis
|
| 220 |
+
Fibrous Dysplasia
|
| 221 |
+
Filtration
|
| 222 |
+
Fistula
|
| 223 |
+
Fluoridation
|
| 224 |
+
Fluoroscopy
|
| 225 |
+
Folliculitis
|
| 226 |
+
Folliculogenesis
|
| 227 |
+
Folliculoma
|
| 228 |
+
Folliculosis
|
| 229 |
+
Fungemia
|
| 230 |
+
Fungus
|
| 231 |
+
Gallbladder
|
| 232 |
+
Gallstone
|
| 233 |
+
Ganglion
|
| 234 |
+
Gastritis
|
| 235 |
+
Gastroenteritis
|
| 236 |
+
Gastrointestinal
|
| 237 |
+
Genealogy
|
| 238 |
+
Geneticist
|
| 239 |
+
Genitourinary
|
| 240 |
+
Geriatrics
|
| 241 |
+
Gerontology
|
| 242 |
+
Gingivitis
|
| 243 |
+
Glaucoma
|
| 244 |
+
Glioblastoma
|
| 245 |
+
Glossitis
|
| 246 |
+
Glycogen
|
| 247 |
+
Gonorrhea
|
| 248 |
+
Granuloma
|
| 249 |
+
Gynecology
|
| 250 |
+
HDL Cholesterol
|
| 251 |
+
HIV Antiretroviral Therapy
|
| 252 |
+
HbA1c
|
| 253 |
+
Heart Arrhythmia
|
| 254 |
+
Hematocrit
|
| 255 |
+
Hemodialysis
|
| 256 |
+
Hemoglobin
|
| 257 |
+
Hepatectomy
|
| 258 |
+
Hepatic Encephalopathy
|
| 259 |
+
Hepatitis B
|
| 260 |
+
Hepatitis C
|
| 261 |
+
Hepatobiliary
|
| 262 |
+
Herniated Disc
|
| 263 |
+
Hiatal Hernia
|
| 264 |
+
High-Intensity Focused Ultrasound
|
| 265 |
+
Hip Arthroplasty
|
| 266 |
+
Histology
|
| 267 |
+
Histopathology
|
| 268 |
+
Holter Monitoring
|
| 269 |
+
Homeostasis
|
| 270 |
+
Hormone Replacement Therapy
|
| 271 |
+
Hospice Care
|
| 272 |
+
Human Leukocyte Antigen
|
| 273 |
+
Human Papillomavirus
|
| 274 |
+
Hydrocephalus
|
| 275 |
+
Hydrotherapy
|
| 276 |
+
Hyperbaric Medicine
|
| 277 |
+
Hyperbilirubinemia
|
| 278 |
+
Hyperglycemia
|
| 279 |
+
Hyperlipidemia
|
| 280 |
+
Hypertension
|
| 281 |
+
Hyperthyroidism
|
| 282 |
+
Hyperventilation
|
| 283 |
+
Hypoglycemia
|
| 284 |
+
Hypokalemia
|
| 285 |
+
Hypotension
|
| 286 |
+
Hypothermia
|
| 287 |
+
Hypothyroidism
|
| 288 |
+
Hysterectomy
|
| 289 |
+
Idiopathic Pulmonary Fibrosis
|
| 290 |
+
Ileostomy
|
| 291 |
+
Immunization
|
| 292 |
+
Immunocompromised
|
| 293 |
+
Immunoglobulin
|
| 294 |
+
Immunosuppression
|
| 295 |
+
In Vitro Fertilization
|
| 296 |
+
Infectious Diseases
|
| 297 |
+
Inflammation
|
| 298 |
+
Influenza
|
| 299 |
+
Inguinal Hernia
|
| 300 |
+
Insulin Resistance
|
| 301 |
+
Intensive Care Unit
|
| 302 |
+
Interferon
|
| 303 |
+
Interstitial Lung Disease
|
| 304 |
+
Intracranial Pressure
|
| 305 |
+
Intravenous Immunoglobulin
|
| 306 |
+
Irritable Bowel Syndrome
|
| 307 |
+
Ischemic Stroke
|
| 308 |
+
Labile
|
| 309 |
+
Laceration
|
| 310 |
+
Laminectomy
|
| 311 |
+
Laparoscopy
|
| 312 |
+
Laryngectomy
|
| 313 |
+
Laryngitis
|
| 314 |
+
Laser Ablation
|
| 315 |
+
Lateral Epicondylitis
|
| 316 |
+
Leiomyoma
|
| 317 |
+
Leukemia
|
| 318 |
+
Leukocytosis
|
| 319 |
+
Leukopenia
|
| 320 |
+
Ligamentoplasty
|
| 321 |
+
Lipid Profile
|
| 322 |
+
Lipoma
|
| 323 |
+
Lipoplasty
|
| 324 |
+
Lithotripsy
|
| 325 |
+
Liver Biopsy
|
| 326 |
+
Lobectomy
|
| 327 |
+
Lumbar Puncture
|
| 328 |
+
Lumpectomy
|
| 329 |
+
Lupus Erythematosus
|
| 330 |
+
Lymphadenectomy
|
| 331 |
+
Lymphadenopathy
|
| 332 |
+
Lymphangiogram
|
| 333 |
+
Lymphedema
|
| 334 |
+
Lymphocytosis
|
| 335 |
+
Lymphoma
|
| 336 |
+
Lysis of Adhesions
|
| 337 |
+
Macular Degeneration
|
| 338 |
+
Magnetic Resonance Imaging (MRI)
|
| 339 |
+
Malignancy
|
| 340 |
+
Mammography
|
| 341 |
+
Mandibulectomy
|
| 342 |
+
Mastectomy
|
| 343 |
+
Maxillectomy
|
| 344 |
+
Mediastinoscopy
|
| 345 |
+
Medication Reconciliation
|
| 346 |
+
Melanoma
|
| 347 |
+
Meningitis
|
| 348 |
+
Meniscectomy
|
| 349 |
+
Menopause Management
|
| 350 |
+
Mesothelioma
|
| 351 |
+
Metabolic Syndrome
|
| 352 |
+
Metastasis
|
| 353 |
+
Microdiscectomy
|
| 354 |
+
Microscopy
|
| 355 |
+
Migraine Management
|
| 356 |
+
Mitral Valve Repair
|
| 357 |
+
Myelogram
|
| 358 |
+
Myocardial Infarction
|
| 359 |
+
Nasogastric Tube
|
| 360 |
+
Necrotizing Fasciitis
|
| 361 |
+
Neonatal Intensive Care Unit
|
| 362 |
+
Neurofibromatosis
|
| 363 |
+
Neurogenic Bladder
|
| 364 |
+
Neuroleptic Malignant Syndrome
|
| 365 |
+
Neurovascular Bundle
|
| 366 |
+
Non-Hodgkin Lymphoma
|
| 367 |
+
Nosocomial Infection
|
| 368 |
+
Nuchal Translucency
|
| 369 |
+
Obstructive Sleep Apnea
|
| 370 |
+
Oculomotor Nerve
|
| 371 |
+
Oligodendroglioma
|
| 372 |
+
Oncolytic Virus Therapy
|
| 373 |
+
Oophorectomy
|
| 374 |
+
Open Reduction Internal Fixation
|
| 375 |
+
Optic Neuritis
|
| 376 |
+
Orbital Fracture
|
| 377 |
+
Orthostatic Hypotension
|
| 378 |
+
Osteochondritis Dissecans
|
| 379 |
+
Osteomyelitis
|
| 380 |
+
Osteosarcoma
|
| 381 |
+
Ovarian Torsion
|
| 382 |
+
Overactive Bladder
|
| 383 |
+
Oxygen Saturation
|
| 384 |
+
Ozone Therapy
|
| 385 |
+
Pacemaker
|
| 386 |
+
Palliative Care
|
| 387 |
+
Pancreatitis
|
| 388 |
+
Pandemic
|
| 389 |
+
Pap Smear
|
| 390 |
+
Paracentesis
|
| 391 |
+
Paraplegia
|
| 392 |
+
Parasitology
|
| 393 |
+
Parenteral Nutrition
|
| 394 |
+
Parkinson's Disease
|
| 395 |
+
Pathogenesis
|
| 396 |
+
Pathology
|
| 397 |
+
Patient Confidentiality
|
| 398 |
+
Pediatric Oncology
|
| 399 |
+
Pediatrics
|
| 400 |
+
Pelvic Inflammatory Disease
|
| 401 |
+
Penicillin
|
| 402 |
+
Peptic Ulcer
|
| 403 |
+
Perfusion
|
| 404 |
+
Pericarditis
|
| 405 |
+
Periodontitis
|
| 406 |
+
Peripheral Neuropathy
|
| 407 |
+
Peritoneal Dialysis
|
| 408 |
+
Pharmacodynamics
|
| 409 |
+
Pharmacogenomics
|
| 410 |
+
Pharmacokinetics
|
| 411 |
+
Pharmacology
|
| 412 |
+
Phenotype
|
| 413 |
+
Phlebotomy
|
| 414 |
+
Phototherapy
|
| 415 |
+
Physical Therapy
|
| 416 |
+
Physiology
|
| 417 |
+
Pituitary Gland
|
| 418 |
+
Placebo Effect
|
| 419 |
+
Placenta Previa
|
| 420 |
+
Plasmapheresis
|
| 421 |
+
Platelet Count
|
| 422 |
+
Pneumonectomy
|
| 423 |
+
Pneumonia
|
| 424 |
+
Podiatry
|
| 425 |
+
Polymorphism
|
| 426 |
+
Polypharmacy
|
| 427 |
+
Positron Emission Tomography
|
| 428 |
+
Postpartum Depression
|
| 429 |
+
Pre-eclampsia
|
| 430 |
+
Prenatal Diagnosis
|
| 431 |
+
Presbyopia
|
| 432 |
+
Probiotics
|
| 433 |
+
Prognosis
|
| 434 |
+
Prophylaxis
|
| 435 |
+
Radiation Oncology
|
| 436 |
+
Radiation Therapy
|
| 437 |
+
Radiology
|
| 438 |
+
Reconstructive Breast Surgery
|
| 439 |
+
Reconstructive Dentistry
|
| 440 |
+
Reconstructive Facial Surgery
|
| 441 |
+
Reconstructive Hand Surgery
|
| 442 |
+
Reconstructive Joint Surgery
|
| 443 |
+
Reconstructive Maxillofacial Surgery
|
| 444 |
+
Reconstructive Microsurgery
|
| 445 |
+
Reconstructive Microvascular Surgery
|
| 446 |
+
Reconstructive Orthopedic Surgery
|
| 447 |
+
Reconstructive Plastic Surgery
|
| 448 |
+
Reconstructive Surgery
|
| 449 |
+
Reconstructive Urology
|
| 450 |
+
Reconstructive Vascular Surgery
|
| 451 |
+
Rehabilitation
|
| 452 |
+
Rehabilitation Counseling
|
| 453 |
+
Rehabilitation Engineering
|
| 454 |
+
Rehabilitation Medicine
|
| 455 |
+
Rehabilitation Nursing
|
| 456 |
+
Rehabilitation Physician
|
| 457 |
+
Rehabilitation Psychology
|
| 458 |
+
Rehabilitation Science
|
| 459 |
+
Rehabilitation Specialist
|
| 460 |
+
Rehabilitation Technology
|
| 461 |
+
Rehabilitation Therapist
|
| 462 |
+
Renal Transplantation
|
| 463 |
+
Reproductive Endocrine Disorders
|
| 464 |
+
Reproductive Endocrinologist
|
| 465 |
+
Reproductive Endocrinology
|
| 466 |
+
Reproductive Genetics
|
| 467 |
+
Reproductive Health
|
| 468 |
+
Reproductive Health Education
|
| 469 |
+
Reproductive Health Services
|
| 470 |
+
Reproductive Health Specialist
|
| 471 |
+
Reproductive Immunology
|
| 472 |
+
Reproductive Medicine
|
| 473 |
+
Reproductive Physiology
|
| 474 |
+
Reproductive Surgery
|
| 475 |
+
Reproductive Toxicology
|
| 476 |
+
Resuscitation
|
| 477 |
+
Retinal Detachment
|
| 478 |
+
Retinoblastoma
|
| 479 |
+
Rheumatoid Arthritis
|
| 480 |
+
Rheumatology
|
| 481 |
+
Rhinoplasty
|
| 482 |
+
Robotic Surgery
|
| 483 |
+
Scleroderma
|
| 484 |
+
Sclerotherapy
|
| 485 |
+
Sialogogue
|
| 486 |
+
Sialography
|
| 487 |
+
Sphygmomanometer
|
| 488 |
+
Splenectomy
|
| 489 |
+
Splenomegaly
|
| 490 |
+
Splenorrhagia
|
| 491 |
+
Spondylitis
|
| 492 |
+
Spondylolisthesis
|
| 493 |
+
Spondylosis
|
| 494 |
+
Stereotactic Radiosurgery
|
| 495 |
+
Surgical Procedure
|
| 496 |
+
Symptomatology
|
| 497 |
+
Treatment Plan
|
| 498 |
+
Urgent Care
|
| 499 |
+
Vaccination Schedule
|
| 500 |
+
Virtual Consultation
|
| 501 |
+
Wellness Program
|
| 502 |
+
X-ray Analysis
|
| 503 |
+
Yoga Therapy
|
| 504 |
+
Zoonotic Disease
|