florian-hoenicke
commited on
Commit
•
5158fec
1
Parent(s):
e1f4930
feat: push custom dataset
Browse files- README.md +40 -0
- document_types.txt +4 -0
- samples_eval.jsonl +0 -0
- samples_train.jsonl +0 -0
- search_type.txt +1 -0
- topics.txt +374 -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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- en
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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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- Wellness
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pretty_name: medical information search engine
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size_categories:
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- n<1K
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---
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# cmedqav2-c-64-24-gpt-4o-2024-05-13-35883 Dataset
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## Dataset Description
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The dataset "medical information search engine" 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-c-64-24-gpt-4o-2024-05-13-35883**](https://huggingface.co/fine-tuned/cmedqav2-c-64-24-gpt-4o-2024-05-13-35883) 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-c-64-24-gpt-4o-2024-05-13-35883")
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print(dataset['test'][0])
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```
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document_types.txt
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medical research paper
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patient medical record
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healthcare policy document
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clinical trial report
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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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search_type.txt
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medical information search engine
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topics.txt
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1 |
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AIDS (Acquired Immune Deficiency Syndrome)
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ALS (Amyotrophic Lateral Sclerosis)
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Abdominoplasty
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Ablation
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Abscess
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Acetabulum
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Achalasia
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Acidosis
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Acromegaly
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Actinotherapy
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Acupuncture
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Acute Myeloid Leukemia
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Adenocarcinoma
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Adenopathy
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Adenosine Triphosphate
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Adjuvant Therapy
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Adrenaline
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Aerobic Exercise
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Aerodigestive Tract
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Aetiology
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Afferent Nerve
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Agammaglobulinemia
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Ageusia
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Agonist
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Agranulocytosis
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Albinism
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Albuminuria
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Alendronate
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Algesimeter
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Algology
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Alimentary Canal
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Alkalemia
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Allergen Immunotherapy
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Allodynia
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Alopecia
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Alpha-fetoprotein
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Alprazolam
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Alternating Hemiplegia
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Alveolar Gas Equation
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Alzheimer’s Disease
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Amblyopia
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Ameloblastoma
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Amenorrhea
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Amniocentesis
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Amnion
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Amoebiasis
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Amphetamine
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Amygdala
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Amyloidosis
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Analgesia
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Bacterial Infection
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Bacteriophage
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Bacteriophage Therapy
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Bacterium
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Behavioral Health
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Benign Tumor
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Beta Blocker
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Bioavailability
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Biochemical Pathway
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Bioethics
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Biofeedback
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Bioinformatics
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Biological Clock
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Bioluminescence
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Biomarker
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Biomaterials Engineering
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Biomechanics
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Biomedical
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Biomedical Engineering
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Biopharmaceutical
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Biopsy
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Biopsy Needle
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Bioreactor
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Biostatistics
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Biotechnology
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Blood Clotting
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Blood Glucose Level
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Blood Oxygen Saturation
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Blood Pressure
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Blood Pressure Monitor
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Blood Transfusion
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Bloodstream
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Bloodstream Infection
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Bone Density Scan
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Bone Marrow Transplant
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Brain Aneurysm
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Brain Hemorrhage
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Brain Mapping
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Brain Surgery
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Brain Tumor Surgery
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Brainwave
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Brainwave Patterns
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Breast Cancer Screening
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Bronchial Asthma
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Cannula
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Cardiologist
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Catheterization
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Cauterize
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Cephalalgia
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Cerebrovascular
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Cholecystectomy
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Chromatography
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Circadian Rhythm
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Clavicle
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Coagulation
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Cochlear Implant
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Colonoscopy
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Concussion
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Congenital
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Coronary Artery
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Cranial Nerve
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Craniotomy
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Cryotherapy
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Cystoscopy
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Data Privacy
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Dermatology
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Diagnosis
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Digital Health
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Disinfection
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Dosage
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Drug Interaction
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Echocardiogram
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Electrocardiogram
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Emergency Medicine
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Endocrinology
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Epidemiology
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Ergonomics
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Euthanasia
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Evidence-Based Medicine
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Examination Room
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Exoskeleton
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Experimental Treatment
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Facet Joint Injection
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Familial Hypercholesterolemia
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Fecal Microbiota Transplantation
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Femoral Artery
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Femtosecond Laser Cataract Surgery
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Fibrinolytic Therapy
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Fibroblast Growth Factor
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Fibromyalgia
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Filtration Rate
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Fluorescein Angiography
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Fluoroscopy
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Focal Therapy
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Follicular Unit Extraction
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Follicular Unit Transplantation
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Fractional Flow Reserve
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Fractionated Radiation Therapy
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Functional Electrical Stimulation
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Functional Endoscopic Sinus Surgery
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Functional Magnetic Resonance Imaging
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Fundoplication
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Fusion Biopsy
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Gait Analysis
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Gamma Knife Radiosurgery
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Ganglion Cyst Aspiration
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Gastric Balloon
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Gastric Bypass Surgery
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159 |
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Gastric Electrical Stimulation
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Gastroesophageal Reflux Disease (GERD) Management
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Gene Editing
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Gene Panel Testing
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Gene Therapy
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Genetic Counseling
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Genome Sequencing
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Genomic Medicine
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Geriatric Assessment
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Germ Line Gene Therapy
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Glasgow Coma Scale
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Glaucoma Filtration Surgery
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Glomerular Filtration Rate (GFR) Assessment
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Glucocorticoid Therapy
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Glucose Monitoring
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Glucose Tolerance Testing
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Glutamate Receptor Modulator
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Glycated Hemoglobin (HbA1c) Testing
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Glycemic Index Management
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178 |
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Glycoprotein IIb/IIIa Inhibitors
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Gonadotropin-releasing Hormone Agonists
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Graft-versus-Host Disease Treatment
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Guided Tissue Regeneration
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Gut Microbiome Analysis
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183 |
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Healthcare
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184 |
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Hematology
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185 |
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Hippocratic Oath
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186 |
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Holistic Medicine
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187 |
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Hospitalist
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188 |
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Hydrotherapy
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189 |
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Immunotherapy
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Incision and Drainage
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Infusion Therapy
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Integrative Medicine
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193 |
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Intensive Care Unit
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194 |
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Intravenous Therapy
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195 |
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Kinesiology
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196 |
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Knee Arthroscopy
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197 |
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Laparoscopy
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198 |
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Laryngoscopy
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199 |
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Laser Therapy
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200 |
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Lymphadenectomy
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201 |
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Lymphadenopathy
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Magnetic Resonance Imaging
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203 |
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Mammography
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204 |
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Medical Genetics
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205 |
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Medical History
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206 |
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Medical Oncology
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207 |
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Medical Records
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208 |
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Medical Terminology
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209 |
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Medication Adherence
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210 |
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Medication Management
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211 |
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Medication Reconciliation
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212 |
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Medication Safety
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213 |
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Medication Therapy Management
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214 |
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Mental Health Assessment
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215 |
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Metabolic Syndrome
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216 |
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Microbiology
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217 |
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Microbiology Testing
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218 |
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Minimally Invasive Surgery
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219 |
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Molecular Biology
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220 |
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Molecular Diagnostics
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221 |
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Monoclonal Antibodies
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222 |
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Morbidity Rate
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223 |
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Mortality Rate
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224 |
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Nasogastric Tube
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225 |
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Necrotizing Fasciitis
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226 |
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Neonatal Intensive Care Unit
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227 |
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Nephrology
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228 |
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Neurofibromatosis
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229 |
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Neurogenic Bladder
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230 |
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Neuroimaging
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231 |
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Neurology
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232 |
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Neuromuscular Junction
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233 |
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Neurosurgery
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234 |
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Non-Hodgkin Lymphoma
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235 |
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Noninvasive Ventilation
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236 |
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Nosocomial Infection
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237 |
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Nuclear Medicine
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238 |
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Nurse Practitioner
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239 |
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Nutraceuticals
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240 |
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Nutrigenomics
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241 |
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Nutritional Genomics
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242 |
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Obstetrician
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243 |
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Obstetrics and Gynecology
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244 |
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Obstructive Sleep Apnea
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245 |
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Occupational Therapy
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246 |
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Oncologist
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247 |
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Oncology
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248 |
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Ophthalmology
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249 |
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Optometry
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250 |
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Oral and Maxillofacial Surgery
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251 |
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Orthodontics
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252 |
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Orthopedic Surgeon
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253 |
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Orthopedics
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254 |
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Osteoarthritis
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255 |
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Osteopathic Medicine
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256 |
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Osteopathy
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257 |
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Osteoporosis
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258 |
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Otolaryngology
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259 |
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Ovarian Cancer
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260 |
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Overactive Bladder
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261 |
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Palliative Care
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262 |
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Pathology
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263 |
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Patient-centric
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264 |
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Pediatrics
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265 |
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Pharmacogenomics
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266 |
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Pharmacology
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267 |
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Pharmacovigilance
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268 |
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Phlebotomy
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269 |
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Physiatry
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270 |
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Physical Therapy
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271 |
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Plasmapheresis
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272 |
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Plastic Surgery
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273 |
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Podiatry
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274 |
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Polypharmacy
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275 |
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Positron Emission Tomography
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276 |
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Preventive Medicine
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277 |
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Prognosis
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278 |
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Prophylaxis
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279 |
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Psychiatry
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280 |
+
Psychopharmacology
|
281 |
+
Pulmonology
|
282 |
+
Quality of Care
|
283 |
+
Quality of Life
|
284 |
+
Quantitative Research
|
285 |
+
Quarantine
|
286 |
+
Quaternary Care
|
287 |
+
Radiation
|
288 |
+
Radiation Therapy
|
289 |
+
Radiographic Imaging
|
290 |
+
Radiography
|
291 |
+
Radiology
|
292 |
+
Radiotherapy
|
293 |
+
Receptor
|
294 |
+
Reconstructive
|
295 |
+
Reconstructive Procedures
|
296 |
+
Reconstructive Surgery
|
297 |
+
Rectal Examination
|
298 |
+
Rectal Prolapse
|
299 |
+
Referral
|
300 |
+
Regimen
|
301 |
+
Rehabilitation
|
302 |
+
Rehabilitation Medicine
|
303 |
+
Rehabilitation Services
|
304 |
+
Rehabilitation Therapy
|
305 |
+
Remission
|
306 |
+
Renal Function
|
307 |
+
Renal Transplantation
|
308 |
+
Reproductive Health
|
309 |
+
Reproductive System
|
310 |
+
Resection
|
311 |
+
Resilience
|
312 |
+
Respiratory
|
313 |
+
Respiratory Distress Syndrome
|
314 |
+
Respiratory Infections
|
315 |
+
Retinal Detachment
|
316 |
+
Retinal Vascular Occlusion
|
317 |
+
Retinopathy
|
318 |
+
Rheumatoid Arthritis
|
319 |
+
Rheumatologic Disorders
|
320 |
+
Rheumatology
|
321 |
+
Risk Factor Analysis
|
322 |
+
Risk Management Strategies
|
323 |
+
Robotic Surgery
|
324 |
+
Robotic-Assisted Surgery
|
325 |
+
Robotics
|
326 |
+
Routine Blood Tests
|
327 |
+
Routine Screening
|
328 |
+
Routinely
|
329 |
+
Rubella
|
330 |
+
Rubella Immunization
|
331 |
+
Rubella Vaccine
|
332 |
+
Rupture
|
333 |
+
Ruptured Disc
|
334 |
+
Ruptured Tendon
|
335 |
+
Saccade
|
336 |
+
Salpingo-oophorectomy
|
337 |
+
Sanguineous
|
338 |
+
Sarcoidosis
|
339 |
+
Scalpel
|
340 |
+
Scintigraphy
|
341 |
+
Scleroderma
|
342 |
+
Scoliosis
|
343 |
+
Scotoma
|
344 |
+
Seborrheic
|
345 |
+
Sedentary
|
346 |
+
Seizure
|
347 |
+
Sepsis
|
348 |
+
Serotonin
|
349 |
+
Sigmoidoscopy
|
350 |
+
Sinusitis
|
351 |
+
Somnolence
|
352 |
+
Sphygmomanometer
|
353 |
+
Splenomegaly
|
354 |
+
Staphylococcus
|
355 |
+
Stenosis
|
356 |
+
Sterilization
|
357 |
+
Stethoscope
|
358 |
+
Strabismus
|
359 |
+
Subcutaneous
|
360 |
+
Subluxation
|
361 |
+
Supraventricular
|
362 |
+
Syncope
|
363 |
+
Syndactyly
|
364 |
+
Syphilis
|
365 |
+
Telemedicine
|
366 |
+
Therapeutic
|
367 |
+
Transplantation
|
368 |
+
Ultrasonography
|
369 |
+
Vaccination
|
370 |
+
Virology
|
371 |
+
Wellness
|
372 |
+
Xenotransplantation
|
373 |
+
Yeast Infection
|
374 |
+
Zoonosis
|