Commit
•
9145d65
1
Parent(s):
0c6382e
feat: push custom dataset
Browse files- README.md +40 -0
- samples_eval.jsonl +0 -0
- samples_train.jsonl +0 -0
- topics.txt +505 -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-reranking-improved 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-reranking-improved**](https://huggingface.co/fine-tuned/CMedQAv2-reranking-improved) 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-reranking-improved")
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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 +1,505 @@
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| 1 |
+
AIDS treatment
|
| 2 |
+
Abdominal surgery
|
| 3 |
+
Abdominoplasty
|
| 4 |
+
Abiotic factor
|
| 5 |
+
Ablation
|
| 6 |
+
Abortion
|
| 7 |
+
Abscess
|
| 8 |
+
Absorption
|
| 9 |
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Abstinence
|
| 10 |
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Acidosis
|
| 11 |
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Acne treatment
|
| 12 |
+
Acquired immunity
|
| 13 |
+
Acupuncture
|
| 14 |
+
Acupuncture point
|
| 15 |
+
Acute care
|
| 16 |
+
Acute disease
|
| 17 |
+
Adaptive immunity
|
| 18 |
+
Addiction medicine
|
| 19 |
+
Adenocarcinoma
|
| 20 |
+
Adenoma
|
| 21 |
+
Adhesion
|
| 22 |
+
Adjuvant therapy
|
| 23 |
+
Adolescent medicine
|
| 24 |
+
Adrenal gland
|
| 25 |
+
Adverse drug reaction
|
| 26 |
+
Aerobic exercise
|
| 27 |
+
Aerobiology
|
| 28 |
+
Aesthetic medicine
|
| 29 |
+
Agenesis
|
| 30 |
+
Aging process
|
| 31 |
+
Allopathy
|
| 32 |
+
Alternative medicine
|
| 33 |
+
Ambulatory care
|
| 34 |
+
Anesthesia
|
| 35 |
+
Angioplasty
|
| 36 |
+
Antibiotics
|
| 37 |
+
Anticoagulant
|
| 38 |
+
Antidepressant
|
| 39 |
+
Antiemetic
|
| 40 |
+
Antioxidant
|
| 41 |
+
Aromatherapy
|
| 42 |
+
Arthroscopy
|
| 43 |
+
Artificial intelligence in healthcare
|
| 44 |
+
Assisted living
|
| 45 |
+
Audiology
|
| 46 |
+
Autoimmune disease
|
| 47 |
+
Autopsy
|
| 48 |
+
Ayurveda
|
| 49 |
+
Bacillus
|
| 50 |
+
Bacteremia
|
| 51 |
+
Bacteriophage
|
| 52 |
+
Balneotherapy
|
| 53 |
+
Barium
|
| 54 |
+
Basal Metabolic Rate
|
| 55 |
+
Basophil
|
| 56 |
+
Beck's Depression Inventory
|
| 57 |
+
Behcet’s Disease
|
| 58 |
+
Bell's Palsy
|
| 59 |
+
Benzodiazepines
|
| 60 |
+
Beta Blockers
|
| 61 |
+
Beta Cells
|
| 62 |
+
Bilateral Salpingo-Oophorectomy
|
| 63 |
+
Bile Duct
|
| 64 |
+
Biliary Atresia
|
| 65 |
+
Bilirubin
|
| 66 |
+
Bioavailability
|
| 67 |
+
Bioethics
|
| 68 |
+
Biofeedback
|
| 69 |
+
Biological Therapy
|
| 70 |
+
Biopsy
|
| 71 |
+
Bipolar Disorder
|
| 72 |
+
Bisphosphonates
|
| 73 |
+
Blastocyst
|
| 74 |
+
Blepharoplasty
|
| 75 |
+
Blood Brain Barrier
|
| 76 |
+
Blood Culture
|
| 77 |
+
Blood Glucose Monitoring
|
| 78 |
+
Blood Pressure
|
| 79 |
+
Blood Typing
|
| 80 |
+
Blunt Trauma
|
| 81 |
+
Body Mass Index
|
| 82 |
+
Bolus
|
| 83 |
+
Bone Density
|
| 84 |
+
Bone Marrow Aspiration
|
| 85 |
+
Bone Marrow Transplant
|
| 86 |
+
Botulinum Toxin
|
| 87 |
+
Brachytherapy
|
| 88 |
+
Bradycardia
|
| 89 |
+
Brain Stem
|
| 90 |
+
Breast Augmentation
|
| 91 |
+
Breast Reconstruction
|
| 92 |
+
Bronchodilator
|
| 93 |
+
Bronchoscopy
|
| 94 |
+
Brucellosis
|
| 95 |
+
Brugada Syndrome
|
| 96 |
+
Buccal
|
| 97 |
+
Bulimia Nervosa
|
| 98 |
+
Bunionectomy
|
| 99 |
+
Calcification
|
| 100 |
+
Cancerogenesis
|
| 101 |
+
Cannulation
|
| 102 |
+
Capnography
|
| 103 |
+
Cardiomyopathy
|
| 104 |
+
Catheterization
|
| 105 |
+
Cauterization
|
| 106 |
+
Celiac Disease
|
| 107 |
+
Cellulitis
|
| 108 |
+
Cerebrospinal Fluid
|
| 109 |
+
Cervical Spondylosis
|
| 110 |
+
Chemotherapy
|
| 111 |
+
Chiropractic
|
| 112 |
+
Cholecystectomy
|
| 113 |
+
Cholelithiasis
|
| 114 |
+
Chondritis
|
| 115 |
+
Chromotherapy
|
| 116 |
+
Chronic Obstructive Pulmonary Disease
|
| 117 |
+
Circumcision
|
| 118 |
+
Clavicle Fracture
|
| 119 |
+
Clinical Pathology
|
| 120 |
+
Cloning
|
| 121 |
+
Coagulation
|
| 122 |
+
Cochlear Implant
|
| 123 |
+
Cognitive Behavioral Therapy
|
| 124 |
+
Colitis
|
| 125 |
+
Collagen Injection
|
| 126 |
+
Colonoscopy
|
| 127 |
+
Colostomy
|
| 128 |
+
Coma
|
| 129 |
+
Computed Tomography
|
| 130 |
+
Concussion
|
| 131 |
+
Congenital Heart Disease
|
| 132 |
+
Conjunctivitis
|
| 133 |
+
Connective Tissue Disease
|
| 134 |
+
Constipation
|
| 135 |
+
Coronary Artery Disease
|
| 136 |
+
Corticosteroid Therapy
|
| 137 |
+
Craniofacial Abnormality
|
| 138 |
+
Craniosynostosis
|
| 139 |
+
Cryotherapy
|
| 140 |
+
Cryptorchidism
|
| 141 |
+
Cubital Tunnel Syndrome
|
| 142 |
+
Cushing's Syndrome
|
| 143 |
+
Cutaneous Abscess
|
| 144 |
+
Cyanosis
|
| 145 |
+
Cyclothymia
|
| 146 |
+
Cystectomy
|
| 147 |
+
Cystic Fibrosis
|
| 148 |
+
Cytomegalovirus
|
| 149 |
+
Diagnosis
|
| 150 |
+
Diagnostician
|
| 151 |
+
Diagnostics
|
| 152 |
+
Dietetics
|
| 153 |
+
Disease
|
| 154 |
+
Disinfection
|
| 155 |
+
Dissection
|
| 156 |
+
Dosage
|
| 157 |
+
Drug Interaction
|
| 158 |
+
Drug Resistance
|
| 159 |
+
Drug Therapy
|
| 160 |
+
Echocardiogram
|
| 161 |
+
Echocardiography
|
| 162 |
+
Efficacy
|
| 163 |
+
Electrocardiogram
|
| 164 |
+
Electrocardiography
|
| 165 |
+
Electroencephalogram
|
| 166 |
+
Electroencephalography
|
| 167 |
+
Electrolyte Disturbance
|
| 168 |
+
Electrolyte Imbalance
|
| 169 |
+
Electrophysiology
|
| 170 |
+
Embryology
|
| 171 |
+
Emergency Medicine
|
| 172 |
+
Endocrine Disorder
|
| 173 |
+
Endocrinology
|
| 174 |
+
Endoscope
|
| 175 |
+
Endoscopic Procedure
|
| 176 |
+
Endoscopy
|
| 177 |
+
Epidemiological Study
|
| 178 |
+
Epidemiology
|
| 179 |
+
Epigenetic Modification
|
| 180 |
+
Epigenetics
|
| 181 |
+
Ergonomic Design
|
| 182 |
+
Ergonomics
|
| 183 |
+
Etiological Factor
|
| 184 |
+
Etiology
|
| 185 |
+
Euthanasia
|
| 186 |
+
Euthanize
|
| 187 |
+
Examination
|
| 188 |
+
Examination Room
|
| 189 |
+
Exosome
|
| 190 |
+
Exosome Research
|
| 191 |
+
Extracorporeal
|
| 192 |
+
Extracorporeal Circulation
|
| 193 |
+
Exudate
|
| 194 |
+
Exudative Lesion
|
| 195 |
+
Eyesight
|
| 196 |
+
Ezetimibe
|
| 197 |
+
Facet Joint Syndrome
|
| 198 |
+
Familial Hypercholesterolemia
|
| 199 |
+
Fibroadenoma
|
| 200 |
+
Fibromyalgia
|
| 201 |
+
Fibrosarcoma
|
| 202 |
+
Follicular Lymphoma
|
| 203 |
+
Functional Medicine
|
| 204 |
+
Gallbladder Polyps
|
| 205 |
+
Gallstone Pancreatitis
|
| 206 |
+
Ganglion Cyst
|
| 207 |
+
Gastric Bypass Surgery
|
| 208 |
+
Gastric Sleeve Surgery
|
| 209 |
+
Gastroesophageal Reflux Disease
|
| 210 |
+
Gastrointestinal Stromal Tumor
|
| 211 |
+
Genetic Testing
|
| 212 |
+
Geriatric Medicine
|
| 213 |
+
Germinoma
|
| 214 |
+
Gestational Diabetes
|
| 215 |
+
Glaucoma Surgery
|
| 216 |
+
Glioblastoma Multiforme
|
| 217 |
+
Glioma
|
| 218 |
+
Global Health
|
| 219 |
+
Gouty Arthritis
|
| 220 |
+
Granulomatosis with Polyangiitis
|
| 221 |
+
Graves' Disease
|
| 222 |
+
Growth Hormone Deficiency
|
| 223 |
+
Guillain-Barre Syndrome
|
| 224 |
+
Gynecologic Oncology
|
| 225 |
+
Gynecomastia Surgery
|
| 226 |
+
Gynura Procumbens
|
| 227 |
+
Gynura Segetum
|
| 228 |
+
Gynura Sulphurea
|
| 229 |
+
Gynura Tenuifolia
|
| 230 |
+
Gynura Ternatea
|
| 231 |
+
Gynura Viscida
|
| 232 |
+
Gynura Viscosa
|
| 233 |
+
Gynura Viscosissima
|
| 234 |
+
Gynura Viscosissima
|
| 235 |
+
Gynura Viscosissima
|
| 236 |
+
Gynura Viscosissima
|
| 237 |
+
Gynura Viscosissima
|
| 238 |
+
Gynura Viscosissima
|
| 239 |
+
Gynura Viscosissima
|
| 240 |
+
Gynura Viscosissima
|
| 241 |
+
Gynura Viscosissima
|
| 242 |
+
Gynura Viscosissima
|
| 243 |
+
Gynura Viscosissima
|
| 244 |
+
Gynura Viscosissima
|
| 245 |
+
Gynura Viscosissima
|
| 246 |
+
Gynura Viscosissima
|
| 247 |
+
Gynura Viscosissima
|
| 248 |
+
Healthcare Provider
|
| 249 |
+
Hemodialysis
|
| 250 |
+
Hippocratic Oath
|
| 251 |
+
Histopathology
|
| 252 |
+
Homeostasis
|
| 253 |
+
Hospital Administration
|
| 254 |
+
Hydrotherapy
|
| 255 |
+
Hyperbaric Chamber
|
| 256 |
+
Hypertension Management
|
| 257 |
+
Immunotherapy
|
| 258 |
+
Incision and Drainage
|
| 259 |
+
Intravenous Therapy
|
| 260 |
+
Kinesiology
|
| 261 |
+
Knee Arthroscopy
|
| 262 |
+
Krebs Cycle
|
| 263 |
+
Kyphoplasty
|
| 264 |
+
Labile
|
| 265 |
+
Laceration
|
| 266 |
+
Laminectomy
|
| 267 |
+
Laparoscopy
|
| 268 |
+
Laryngectomy
|
| 269 |
+
Laryngology
|
| 270 |
+
Laser Ablation
|
| 271 |
+
Lateral Epicondylitis
|
| 272 |
+
Leiomyoma
|
| 273 |
+
Leukemia
|
| 274 |
+
Leukocytosis
|
| 275 |
+
Leukopenia
|
| 276 |
+
Ligamentoplasty
|
| 277 |
+
Lipid Profile
|
| 278 |
+
Lipoma
|
| 279 |
+
Lipoplasty
|
| 280 |
+
Lithotripsy
|
| 281 |
+
Liver Biopsy
|
| 282 |
+
Lobectomy
|
| 283 |
+
Locoregional Anesthesia
|
| 284 |
+
Lumbar Puncture
|
| 285 |
+
Lumpectomy
|
| 286 |
+
Lupus Erythematosus
|
| 287 |
+
Lymphadenectomy
|
| 288 |
+
Lymphadenopathy
|
| 289 |
+
Lymphangiography
|
| 290 |
+
Lymphedema
|
| 291 |
+
Lymphocytopenia
|
| 292 |
+
Lymphoma
|
| 293 |
+
Lysis of Adhesions
|
| 294 |
+
Macroglossia
|
| 295 |
+
Magnetic Resonance Imaging (MRI)
|
| 296 |
+
Malignancy
|
| 297 |
+
Mammography
|
| 298 |
+
Mandibulectomy
|
| 299 |
+
Mastectomy
|
| 300 |
+
Mastoidectomy
|
| 301 |
+
Maxillectomy
|
| 302 |
+
Mediastinoscopy
|
| 303 |
+
Mediastinotomy
|
| 304 |
+
Melanoma
|
| 305 |
+
Meningioma
|
| 306 |
+
Meniscectomy
|
| 307 |
+
Mesothelioma
|
| 308 |
+
Metastasis
|
| 309 |
+
Metastasize
|
| 310 |
+
Microdiscectomy
|
| 311 |
+
Microsurgery
|
| 312 |
+
Mitral Valve Repair
|
| 313 |
+
Myelopathy
|
| 314 |
+
Nasogastric Tube
|
| 315 |
+
Necropsy
|
| 316 |
+
Neonatal Intensive Care Unit
|
| 317 |
+
Neuroimaging
|
| 318 |
+
Neurological Examination
|
| 319 |
+
Neurophysiology
|
| 320 |
+
Neurosurgery
|
| 321 |
+
Nuclear Medicine
|
| 322 |
+
Nurse Practitioner
|
| 323 |
+
Nutraceuticals
|
| 324 |
+
Obstetric Ultrasound
|
| 325 |
+
Obstetrics
|
| 326 |
+
Occupational Therapy
|
| 327 |
+
Oncology
|
| 328 |
+
Ophthalmology
|
| 329 |
+
Optometry
|
| 330 |
+
Oral and Maxillofacial Surgery
|
| 331 |
+
Orthodontics
|
| 332 |
+
Orthopedics
|
| 333 |
+
Osteopathic Medicine
|
| 334 |
+
Otolaryngology
|
| 335 |
+
Outpatient Care
|
| 336 |
+
Over-the-Counter Medications
|
| 337 |
+
Oxygen Therapy
|
| 338 |
+
Palliative Care
|
| 339 |
+
Pancreatic Enzymes
|
| 340 |
+
Paracentesis
|
| 341 |
+
Paroxysmal Nocturnal Dyspnea
|
| 342 |
+
Pathognomonic
|
| 343 |
+
Percutaneous Transhepatic Cholangiography
|
| 344 |
+
Pericardial Effusion
|
| 345 |
+
Pericardiocentesis
|
| 346 |
+
Peritoneal Dialysis
|
| 347 |
+
Peritonitis
|
| 348 |
+
Pharmacokinetics
|
| 349 |
+
Pharyngitis
|
| 350 |
+
Phlebotomy
|
| 351 |
+
Phototherapy
|
| 352 |
+
Pleural Effusion
|
| 353 |
+
Pneumothorax
|
| 354 |
+
Polydipsia
|
| 355 |
+
Polyphagia
|
| 356 |
+
Polyuria
|
| 357 |
+
Postprandial
|
| 358 |
+
Preoperative
|
| 359 |
+
Presbyopia
|
| 360 |
+
Prognosis
|
| 361 |
+
Prophylaxis
|
| 362 |
+
Prothrombin Time
|
| 363 |
+
Pulmonary Edema
|
| 364 |
+
Pulmonary Embolism
|
| 365 |
+
Pulmonary Function Tests
|
| 366 |
+
Pulmonary Hypertension
|
| 367 |
+
Pulmonary Infarction
|
| 368 |
+
Pulmonary Surfactant
|
| 369 |
+
Pyelonephritis
|
| 370 |
+
Pyogenic Granuloma
|
| 371 |
+
Quadriplegia
|
| 372 |
+
Quality of Life
|
| 373 |
+
Quantitative Electroencephalogram
|
| 374 |
+
Quarantine
|
| 375 |
+
Quincke's Edema
|
| 376 |
+
Quinidine
|
| 377 |
+
Quinolones
|
| 378 |
+
Quinsy
|
| 379 |
+
Quotidian Fever
|
| 380 |
+
Radiation Oncology
|
| 381 |
+
Radiation Therapy
|
| 382 |
+
Radiation Therapy Planning
|
| 383 |
+
Radiation Treatment
|
| 384 |
+
Radiofrequency Ablation
|
| 385 |
+
Radiofrequency Neurotomy
|
| 386 |
+
Radiography
|
| 387 |
+
Radiotherapy
|
| 388 |
+
Rales
|
| 389 |
+
Rebound Tenderness
|
| 390 |
+
Recombinant DNA
|
| 391 |
+
Reconstructive Dentistry
|
| 392 |
+
Reconstructive Plastic Surgery
|
| 393 |
+
Reconstructive Surgery
|
| 394 |
+
Referral
|
| 395 |
+
Refractive Surgery
|
| 396 |
+
Refractory
|
| 397 |
+
Regenerative Medicine
|
| 398 |
+
Regurgitation
|
| 399 |
+
Rehabilitation
|
| 400 |
+
Rehabilitation Medicine
|
| 401 |
+
Rehabilitation Services
|
| 402 |
+
Remission
|
| 403 |
+
Renal Artery Stenosis
|
| 404 |
+
Renal Colic
|
| 405 |
+
Renal Dialysis
|
| 406 |
+
Renal Transplantation
|
| 407 |
+
Reproductive Endocrinology
|
| 408 |
+
Reproductive Health Services
|
| 409 |
+
Resection
|
| 410 |
+
Residency
|
| 411 |
+
Respiratory Distress Syndrome
|
| 412 |
+
Respiratory Distress Syndrome
|
| 413 |
+
Respiratory Syncytial Virus
|
| 414 |
+
Respiratory Therapy
|
| 415 |
+
Retinal Detachment Surgery
|
| 416 |
+
Retinal Vein Occlusion
|
| 417 |
+
Retinopathy
|
| 418 |
+
Retroperitoneal
|
| 419 |
+
Rheumatic Fever
|
| 420 |
+
Rheumatoid Arthritis Treatment
|
| 421 |
+
Rheumatoid Factor Test
|
| 422 |
+
Rheumatology
|
| 423 |
+
Robot-Assisted Surgery
|
| 424 |
+
Robotic Prostatectomy
|
| 425 |
+
Robotic Surgery
|
| 426 |
+
Root Canal Retreatment
|
| 427 |
+
Root Canal Therapy
|
| 428 |
+
Root Planing
|
| 429 |
+
Rotator Cuff Repair
|
| 430 |
+
Rotator Cuff Tear Repair
|
| 431 |
+
Rotator Cuff Tendonitis
|
| 432 |
+
Rubella Immunization
|
| 433 |
+
Rubella Test
|
| 434 |
+
Rubella Vaccine
|
| 435 |
+
Ruptured Achilles Tendon
|
| 436 |
+
Ruptured Disc
|
| 437 |
+
Ruptured Tendon
|
| 438 |
+
Sclerotherapy
|
| 439 |
+
Sensitivity Analysis
|
| 440 |
+
Sialoglycoprotein
|
| 441 |
+
Sialogogue
|
| 442 |
+
Sialography
|
| 443 |
+
Sialolithiasis
|
| 444 |
+
Splenectomy
|
| 445 |
+
Splenolymphatic
|
| 446 |
+
Splenolymphatic
|
| 447 |
+
Splenolymphatic
|
| 448 |
+
Splenolymphatic
|
| 449 |
+
Splenolymphatic
|
| 450 |
+
Splenolymphatic
|
| 451 |
+
Splenolymphatic
|
| 452 |
+
Splenolymphatic
|
| 453 |
+
Splenolymphatic
|
| 454 |
+
Splenolymphatic
|
| 455 |
+
Splenolymphatic
|
| 456 |
+
Splenolymphatic
|
| 457 |
+
Splenolymphatic
|
| 458 |
+
Splenolymphatic
|
| 459 |
+
Splenolymphatic
|
| 460 |
+
Splenolymphatic
|
| 461 |
+
Splenolymphatic
|
| 462 |
+
Splenolymphatic
|
| 463 |
+
Splenolymphatic
|
| 464 |
+
Splenolymphatic
|
| 465 |
+
Splenolymphatic
|
| 466 |
+
Splenolymphatic
|
| 467 |
+
Splenolymphatic
|
| 468 |
+
Splenolymphatic
|
| 469 |
+
Splenolysis
|
| 470 |
+
Splenomegaly
|
| 471 |
+
Splenopexy
|
| 472 |
+
Splenoptosis
|
| 473 |
+
Splenorrhagia
|
| 474 |
+
Splenorrhaphy
|
| 475 |
+
Splenosis
|
| 476 |
+
Spondylolisthesis
|
| 477 |
+
Spondylosis
|
| 478 |
+
Statistical Significance
|
| 479 |
+
Stereotactic Biopsy
|
| 480 |
+
Stereotactic Radiosurgery
|
| 481 |
+
Subcutaneous Injection
|
| 482 |
+
Surgical Procedure
|
| 483 |
+
Symptomatology
|
| 484 |
+
Syndromic
|
| 485 |
+
Systematic Review
|
| 486 |
+
Therapeutic
|
| 487 |
+
Therapy
|
| 488 |
+
Thermotherapy
|
| 489 |
+
Tissue Regeneration
|
| 490 |
+
Tomography
|
| 491 |
+
Toxicology
|
| 492 |
+
Transplantation
|
| 493 |
+
Traumatology
|
| 494 |
+
Triage
|
| 495 |
+
Tumor Marker
|
| 496 |
+
Ultrasonography
|
| 497 |
+
Vaccination
|
| 498 |
+
Vascular Surgery
|
| 499 |
+
Venipuncture
|
| 500 |
+
Virology
|
| 501 |
+
Vital Signs
|
| 502 |
+
Xenotransplantation
|
| 503 |
+
Xerostomia
|
| 504 |
+
Yeast Infection
|
| 505 |
+
Zoonosis
|