Medical Training Data Library — Master Index
Purpose: Complete medical knowledge base for operating an independent clinic or small hospital, including conventional medicine and herbal/natural alternatives.
Medical Training Data Library — Master Index
Small Hospital / Clinic Operations — Comprehensive Reference
Purpose: Complete medical knowledge base for operating an independent clinic or small hospital, including conventional medicine and herbal/natural alternatives.
Total Modules: 12 files | ~20,600+ lines of clinical training data
Core Clinical Modules (Pre-existing)
1. Clinical Medicine
File: clinical-medicine-training-data.md (1,672 lines)
Covers: Internal medicine foundations, disease management across organ systems, clinical decision-making.
2. Clinical Protocols
File: clinical-protocols-training-data.md (1,154 lines)
Covers: Standardized treatment protocols, clinical pathways, evidence-based guidelines.
3. Diagnostic Reasoning
File: diagnostic-reasoning-training-data.md (873 lines)
Covers: Differential diagnosis frameworks, clinical reasoning methods, pattern recognition.
4. Pharmacology
File: pharmacology-training-data.md (1,074 lines)
Covers: Drug classes, mechanisms of action, pharmacokinetics, pharmacodynamics.
Emergency & Surgical Modules (New)
5. Emergency Medicine & Trauma
File: emergency-trauma-training-data.md (699 lines)
Covers: START triage, ESI triage, airway management (BVM, intubation, cricothyrotomy), hemorrhage control (tourniquets, wound packing, hemostatic agents), shock classification and resuscitation, primary/secondary trauma survey, head/chest/abdominal/orthopedic trauma, burns (Parkland formula, escharotomy), cardiac emergencies (ACLS, ACS, arrhythmias), environmental emergencies (hypothermia, heat stroke, drowning, anaphylaxis, envenomation), pediatric emergencies (vital signs, resuscitation, croup, dehydration), emergency procedures (suturing, abscess I&D, lumbar puncture), toxicology and poisoning (toxidromes, antidotes, acetaminophen overdose).
6. Surgery & Procedures
File: surgery-procedures-training-data.md (1,804 lines)
Covers: Aseptic technique, surgical hand scrub, sterile field, anesthesia (local, regional blocks, procedural sedation, spinal/epidural), minor procedures (debridement, excision, foreign body removal, arthrocentesis, paracentesis, thoracentesis, central lines, arterial lines, urinary catheterization), major procedures (appendectomy, cholecystectomy, bowel resection/anastomosis, hernia repair, cesarean section, tracheostomy, amputation, exploratory laparotomy), wound management (classification, irrigation, closure types, skin grafting), surgical complications (SSI, dehiscence, DVT/PE, postop fever), pre/post-operative care.
Infectious Disease Module (New)
7. Infectious Disease
File: infectious-disease-training-data.md (1,378 lines)
Covers: Microbiology principles, comprehensive antibiotic guide (all major classes with dosing), infections by organ system, sepsis management (qSOFA, Surviving Sepsis bundles, vasopressors), infection control protocols, pandemic preparedness (respiratory pandemics, cholera, dengue, Ebola), tropical diseases (malaria, dengue, typhoid, TB, rabies, tetanus, cholera, leptospirosis), immunization schedules and post-exposure prophylaxis.
Clinic Operations Modules (New)
8. Medical Equipment & Laboratory Diagnostics
File: medical-equipment-lab-diagnostics-training-data.md (1,330 lines)
Covers: Vital signs monitoring, ECG interpretation, ventilator management, defibrillators, oxygen delivery systems, surgical instruments, ultrasound/FAST exam, X-ray interpretation, point-of-care testing, CBC/BMP/CMP/LFT/coag interpretation, urinalysis, blood gas analysis, microscopy (blood smear, malaria, Gram stain, KOH, AFB), imaging interpretation (chest/abdominal/extremity X-ray, POCUS), equipment maintenance and improvisation, blood bank operations (typing, crossmatch, transfusion, massive transfusion protocol).
9. Pharmacy & Supply Management
File: pharmacy-supply-management-training-data.md (1,488 lines)
Covers: WHO essential medications list with full dosing references, pharmacology principles (renal/hepatic dosing, pediatric, geriatric, drug interactions, pregnancy safety), drug storage and stability, compounding and preparation (IV fluids, drip rate calculations, ORS preparation), supply chain and inventory management, medication protocols (RSI, sedation scales, WHO pain ladder, anticoagulation, insulin, electrolyte replacement, vasopressor titration, ACLS code blue).
10. Sanitation & Infection Control
File: sanitation-infection-control-training-data.md (7,060 lines)
Covers: Hand hygiene (WHO 5 moments), PPE (donning/doffing, improvised PPE), sterilization and disinfection (autoclave, chemical, boiling), water and sanitation (purification, plumbing, testing), medical waste management (segregation, sharps, incineration), isolation and quarantine protocols, environmental hygiene (terminal cleaning, pest control, ventilation, laundry, kitchen, morgue), occupational health (needlestick protocol, PEP, TB screening, burnout prevention).
Herbal & Natural Medicine Module (New)
11. Herbal Medicine & Natural Remedies
File: herbal-medicine-natural-remedies-training-data.md (2,068 lines)
Covers: Principles of herbal medicine (active compounds, preparation methods, safety), antimicrobial plants (garlic, oregano, tea tree, echinacea, goldenseal, neem, turmeric, honey, berberine), pain and inflammation (willow bark, curcumin, ginger, boswellia, arnica, capsaicin, valerian), digestive remedies (ginger, peppermint, chamomile, slippery elm, aloe vera), respiratory remedies (eucalyptus, thyme, mullein, elderberry), wound care (honey, aloe, calendula, plantain, yarrow, clay), cardiovascular (hawthorn, garlic, hibiscus), nervous system (valerian, passionflower, lemon balm, St. John’s wort, ashwagandha), women’s health (raspberry leaf, herbs to avoid in pregnancy), essential oils, foraging and identification.
Quick Reference
| Module | File | Lines | Primary Use |
|---|---|---|---|
| Clinical Medicine | clinical-medicine-training-data.md | 1,672 | Disease management |
| Clinical Protocols | clinical-protocols-training-data.md | 1,154 | Treatment pathways |
| Diagnostic Reasoning | diagnostic-reasoning-training-data.md | 873 | Differential diagnosis |
| Pharmacology | pharmacology-training-data.md | 1,074 | Drug knowledge |
| Emergency & Trauma | emergency-trauma-training-data.md | 699 | Acute care / ER |
| Surgery & Procedures | surgery-procedures-training-data.md | 1,804 | Operating room |
| Infectious Disease | infectious-disease-training-data.md | 1,378 | Infection management |
| Equipment & Lab | medical-equipment-lab-diagnostics-training-data.md | 1,330 | Diagnostics |
| Pharmacy & Supply | pharmacy-supply-management-training-data.md | 1,488 | Drug management |
| Sanitation | sanitation-infection-control-training-data.md | 7,060 | Hygiene / safety |
| Herbal Medicine | herbal-medicine-natural-remedies-training-data.md | 2,068 | Natural alternatives |
| TOTAL | 11 training modules | ~20,600 |
Library compiled February 2026. All content designed for AI training data to support clinical decision-making in small hospital/clinic operations.