{
  "metadata": {
    "title": "Learning Graph",
    "description": "Learning graph with 270 concepts generated from CSV",
    "creator": "CSV to JSON Converter",
    "date": "2026-02-13",
    "version": "1.0",
    "format": "Learning Graph JSON v1.0",
    "schema": "https://raw.githubusercontent.com/dmccreary/learning-graphs/refs/heads/main/src/schema/learning-graph-schema.json",
    "license": "CC BY-NC-SA 4.0 DEED"
  },
  "groups": {},
  "nodes": [
    {
      "id": 1,
      "label": "Maxillofacial Bone Anatomy",
      "group": "ANAT",
      "shape": "box"
    },
    {
      "id": 2,
      "label": "Mandibular Anatomy",
      "group": "ANAT"
    },
    {
      "id": 3,
      "label": "Maxillary Anatomy",
      "group": "ANAT"
    },
    {
      "id": 4,
      "label": "Orbital Anatomy",
      "group": "ANAT"
    },
    {
      "id": 5,
      "label": "Neurovascular Anatomy",
      "group": "ANAT"
    },
    {
      "id": 6,
      "label": "Trigeminal Nerve Branches",
      "group": "ANAT"
    },
    {
      "id": 7,
      "label": "Facial Nerve Anatomy",
      "group": "ANAT"
    },
    {
      "id": 8,
      "label": "Fascial Planes and Spaces",
      "group": "ANAT"
    },
    {
      "id": 9,
      "label": "Vascular Supply of Face",
      "group": "ANAT"
    },
    {
      "id": 10,
      "label": "Muscles of Mastication",
      "group": "ANAT"
    },
    {
      "id": 11,
      "label": "TMJ Functional Anatomy",
      "group": "ANAT"
    },
    {
      "id": 12,
      "label": "Salivary Gland Anatomy",
      "group": "ANAT"
    },
    {
      "id": 13,
      "label": "Nasal and Sinus Anatomy",
      "group": "ANAT"
    },
    {
      "id": 14,
      "label": "Dental Occlusion",
      "group": "ANAT"
    },
    {
      "id": 15,
      "label": "Cephalometric Landmarks",
      "group": "ANAT"
    },
    {
      "id": 16,
      "label": "Surgical Approaches",
      "group": "ANAT"
    },
    {
      "id": 17,
      "label": "Danger Zones in Surgery",
      "group": "ANAT"
    },
    {
      "id": 18,
      "label": "Flap Design Principles",
      "group": "ANAT"
    },
    {
      "id": 19,
      "label": "Wound Healing Biology",
      "group": "ANAT",
      "shape": "box"
    },
    {
      "id": 20,
      "label": "Bone Healing Physiology",
      "group": "ANAT"
    },
    {
      "id": 21,
      "label": "Osseointegration",
      "group": "ANAT"
    },
    {
      "id": 22,
      "label": "Biomechanics of Fixation",
      "group": "ANAT"
    },
    {
      "id": 23,
      "label": "Tissue Biomechanics",
      "group": "ANAT"
    },
    {
      "id": 24,
      "label": "Pediatric Craniofacial Growth",
      "group": "ANAT"
    },
    {
      "id": 25,
      "label": "Airway Anatomy",
      "group": "ANAT"
    },
    {
      "id": 26,
      "label": "CBCT Principles",
      "group": "IMG",
      "shape": "box"
    },
    {
      "id": 27,
      "label": "CBCT Interpretation",
      "group": "IMG"
    },
    {
      "id": 28,
      "label": "Medical CT Protocols",
      "group": "IMG"
    },
    {
      "id": 29,
      "label": "MRI in OMS",
      "group": "IMG",
      "shape": "box"
    },
    {
      "id": 30,
      "label": "Panoramic Radiography",
      "group": "IMG",
      "shape": "box"
    },
    {
      "id": 31,
      "label": "Cephalometric Analysis",
      "group": "IMG"
    },
    {
      "id": 32,
      "label": "DICOM Workflow",
      "group": "IMG"
    },
    {
      "id": 33,
      "label": "3D Reconstruction",
      "group": "IMG"
    },
    {
      "id": 34,
      "label": "Radiation Safety",
      "group": "IMG"
    },
    {
      "id": 35,
      "label": "AI Image Segmentation",
      "group": "IMG"
    },
    {
      "id": 36,
      "label": "Pathology on Imaging",
      "group": "IMG"
    },
    {
      "id": 37,
      "label": "Fracture Classification",
      "group": "IMG"
    },
    {
      "id": 38,
      "label": "Tumor Staging Imaging",
      "group": "IMG"
    },
    {
      "id": 39,
      "label": "Implant Site Assessment",
      "group": "IMG"
    },
    {
      "id": 40,
      "label": "TMJ Imaging Protocols",
      "group": "IMG"
    },
    {
      "id": 41,
      "label": "Ultrasound in OMS",
      "group": "IMG"
    },
    {
      "id": 42,
      "label": "Intraoperative Imaging",
      "group": "IMG"
    },
    {
      "id": 43,
      "label": "Image-Guided Planning",
      "group": "IMG"
    },
    {
      "id": 44,
      "label": "Radiographic Diagnosis",
      "group": "IMG"
    },
    {
      "id": 45,
      "label": "Contrast-Enhanced CT",
      "group": "IMG"
    },
    {
      "id": 46,
      "label": "Local Anesthesia",
      "group": "ANES"
    },
    {
      "id": 47,
      "label": "Nerve Block Techniques",
      "group": "ANES"
    },
    {
      "id": 48,
      "label": "IV Sedation Protocols",
      "group": "ANES"
    },
    {
      "id": 49,
      "label": "General Anesthesia in OMS",
      "group": "ANES"
    },
    {
      "id": 50,
      "label": "Airway Management",
      "group": "ANES"
    },
    {
      "id": 51,
      "label": "Patient Monitoring Standards",
      "group": "ANES"
    },
    {
      "id": 52,
      "label": "Emergency Protocols",
      "group": "ANES"
    },
    {
      "id": 53,
      "label": "Anesthesia Permit Reqs",
      "group": "ANES"
    },
    {
      "id": 54,
      "label": "Pediatric Sedation",
      "group": "ANES"
    },
    {
      "id": 55,
      "label": "Analgesic Pharmacology",
      "group": "PHARM",
      "shape": "box"
    },
    {
      "id": 56,
      "label": "Opioid Stewardship",
      "group": "PHARM"
    },
    {
      "id": 57,
      "label": "Antibiotic Prophylaxis",
      "group": "PHARM",
      "shape": "box"
    },
    {
      "id": 58,
      "label": "Antibiotic Therapy",
      "group": "PHARM"
    },
    {
      "id": 59,
      "label": "Corticosteroid Use",
      "group": "PHARM",
      "shape": "box"
    },
    {
      "id": 60,
      "label": "Hemostatic Agents",
      "group": "PHARM",
      "shape": "box"
    },
    {
      "id": 61,
      "label": "Drug Interactions",
      "group": "PHARM"
    },
    {
      "id": 62,
      "label": "Anticoagulant Management",
      "group": "PHARM"
    },
    {
      "id": 63,
      "label": "ERAS Protocols",
      "group": "PHARM"
    },
    {
      "id": 64,
      "label": "CDC Opioid Guidelines",
      "group": "PHARM"
    },
    {
      "id": 65,
      "label": "Pharmacogenomics",
      "group": "PHARM"
    },
    {
      "id": 66,
      "label": "Simple Extraction",
      "group": "DENT"
    },
    {
      "id": 67,
      "label": "Surgical Extraction",
      "group": "DENT"
    },
    {
      "id": 68,
      "label": "Impacted Third Molars",
      "group": "DENT"
    },
    {
      "id": 69,
      "label": "Impaction Classification",
      "group": "DENT"
    },
    {
      "id": 70,
      "label": "Nerve Injury Management",
      "group": "DENT"
    },
    {
      "id": 71,
      "label": "Inferior Alveolar Nerve",
      "group": "DENT"
    },
    {
      "id": 72,
      "label": "Lingual Nerve Injury",
      "group": "DENT"
    },
    {
      "id": 73,
      "label": "Dry Socket Management",
      "group": "DENT"
    },
    {
      "id": 74,
      "label": "OAC/OAF Management",
      "group": "DENT"
    },
    {
      "id": 75,
      "label": "Alveoloplasty",
      "group": "DENT"
    },
    {
      "id": 76,
      "label": "Pre-Prosthetic Surgery",
      "group": "DENT"
    },
    {
      "id": 77,
      "label": "Tori and Exostoses",
      "group": "DENT"
    },
    {
      "id": 78,
      "label": "Surgical Crown Lengthening",
      "group": "DENT"
    },
    {
      "id": 79,
      "label": "Exposure for Orthodontics",
      "group": "DENT"
    },
    {
      "id": 80,
      "label": "Root Tip Retrieval",
      "group": "DENT"
    },
    {
      "id": 81,
      "label": "Coronectomy",
      "group": "DENT"
    },
    {
      "id": 82,
      "label": "Dentoalveolar Infection",
      "group": "DENT"
    },
    {
      "id": 83,
      "label": "Ludwig Angina",
      "group": "DENT"
    },
    {
      "id": 84,
      "label": "Necrotizing Fasciitis",
      "group": "DENT"
    },
    {
      "id": 85,
      "label": "Odontogenic Space Infection",
      "group": "DENT"
    },
    {
      "id": 86,
      "label": "Implant Design and Systems",
      "group": "IMPL"
    },
    {
      "id": 87,
      "label": "Treatment Planning Implants",
      "group": "IMPL"
    },
    {
      "id": 88,
      "label": "Conventional Placement",
      "group": "IMPL"
    },
    {
      "id": 89,
      "label": "Guided Implant Surgery",
      "group": "IMPL"
    },
    {
      "id": 90,
      "label": "Robotic Implant Placement",
      "group": "IMPL"
    },
    {
      "id": 91,
      "label": "Immediate Implant Placement",
      "group": "IMPL"
    },
    {
      "id": 92,
      "label": "Bone Graft Types",
      "group": "IMPL"
    },
    {
      "id": 93,
      "label": "Autogenous Bone Harvest",
      "group": "IMPL"
    },
    {
      "id": 94,
      "label": "Allograft Materials",
      "group": "IMPL"
    },
    {
      "id": 95,
      "label": "Xenograft Materials",
      "group": "IMPL"
    },
    {
      "id": 96,
      "label": "Alloplastic Grafts",
      "group": "IMPL"
    },
    {
      "id": 97,
      "label": "Sinus Augmentation",
      "group": "IMPL"
    },
    {
      "id": 98,
      "label": "Ridge Augmentation",
      "group": "IMPL"
    },
    {
      "id": 99,
      "label": "GBR Membrane Techniques",
      "group": "IMPL"
    },
    {
      "id": 100,
      "label": "Zygomatic Implants",
      "group": "IMPL"
    },
    {
      "id": 101,
      "label": "Pterygoid Implants",
      "group": "IMPL"
    },
    {
      "id": 102,
      "label": "All-on-X Protocols",
      "group": "IMPL"
    },
    {
      "id": 103,
      "label": "Peri-Implantitis",
      "group": "IMPL"
    },
    {
      "id": 104,
      "label": "Implant Loading Protocols",
      "group": "IMPL"
    },
    {
      "id": 105,
      "label": "Implant Complications",
      "group": "IMPL"
    },
    {
      "id": 106,
      "label": "Implant CDT Coding",
      "group": "IMPL"
    },
    {
      "id": 107,
      "label": "Implant CPT Coding",
      "group": "IMPL"
    },
    {
      "id": 108,
      "label": "BMP-2 in Grafting",
      "group": "IMPL"
    },
    {
      "id": 109,
      "label": "PRF and PRP Protocols",
      "group": "IMPL"
    },
    {
      "id": 110,
      "label": "Socket Preservation",
      "group": "IMPL"
    },
    {
      "id": 111,
      "label": "Trauma Assessment",
      "group": "TRAU",
      "shape": "box"
    },
    {
      "id": 112,
      "label": "ATLS for OMS",
      "group": "TRAU"
    },
    {
      "id": 113,
      "label": "Mandible Fracture Types",
      "group": "TRAU"
    },
    {
      "id": 114,
      "label": "Mandibular Angle Fracture",
      "group": "TRAU"
    },
    {
      "id": 115,
      "label": "Condylar Fracture",
      "group": "TRAU"
    },
    {
      "id": 116,
      "label": "Symphysis Fracture",
      "group": "TRAU"
    },
    {
      "id": 117,
      "label": "Midface Fracture",
      "group": "TRAU"
    },
    {
      "id": 118,
      "label": "LeFort Fracture Types",
      "group": "TRAU"
    },
    {
      "id": 119,
      "label": "ZMC Fracture",
      "group": "TRAU"
    },
    {
      "id": 120,
      "label": "Orbital Floor Fracture",
      "group": "TRAU"
    },
    {
      "id": 121,
      "label": "NOE Fracture",
      "group": "TRAU"
    },
    {
      "id": 122,
      "label": "Panfacial Fracture",
      "group": "TRAU"
    },
    {
      "id": 123,
      "label": "Soft Tissue Injury",
      "group": "TRAU"
    },
    {
      "id": 124,
      "label": "Pediatric Facial Fracture",
      "group": "TRAU"
    },
    {
      "id": 125,
      "label": "Ballistic Facial Injury",
      "group": "TRAU"
    },
    {
      "id": 126,
      "label": "Rigid Fixation Principles",
      "group": "TRAU"
    },
    {
      "id": 127,
      "label": "Plate and Screw Systems",
      "group": "TRAU"
    },
    {
      "id": 128,
      "label": "IMF Techniques",
      "group": "TRAU"
    },
    {
      "id": 129,
      "label": "Trauma CPT Coding",
      "group": "TRAU"
    },
    {
      "id": 130,
      "label": "Nav-Guided Trauma Repair",
      "group": "TRAU"
    },
    {
      "id": 131,
      "label": "Dentofacial Diagnosis",
      "group": "ORTH"
    },
    {
      "id": 132,
      "label": "Orthodontic Coordination",
      "group": "ORTH"
    },
    {
      "id": 133,
      "label": "Model Surgery",
      "group": "ORTH"
    },
    {
      "id": 134,
      "label": "Virtual Surgical Planning",
      "group": "ORTH"
    },
    {
      "id": 135,
      "label": "LeFort I Osteotomy",
      "group": "ORTH"
    },
    {
      "id": 136,
      "label": "BSSO Technique",
      "group": "ORTH"
    },
    {
      "id": 137,
      "label": "Genioplasty",
      "group": "ORTH"
    },
    {
      "id": 138,
      "label": "Segmental Osteotomy",
      "group": "ORTH"
    },
    {
      "id": 139,
      "label": "Distraction Osteogenesis",
      "group": "ORTH"
    },
    {
      "id": 140,
      "label": "Surgery-First Approach",
      "group": "ORTH"
    },
    {
      "id": 141,
      "label": "IPS CaseDesigner",
      "group": "ORTH"
    },
    {
      "id": 142,
      "label": "Materialise ProPlan CMF",
      "group": "ORTH"
    },
    {
      "id": 143,
      "label": "Custom Surgical Splints",
      "group": "ORTH"
    },
    {
      "id": 144,
      "label": "Orthognathic Stability",
      "group": "ORTH"
    },
    {
      "id": 145,
      "label": "Orthognathic Complications",
      "group": "ORTH"
    },
    {
      "id": 146,
      "label": "Class II Correction",
      "group": "ORTH"
    },
    {
      "id": 147,
      "label": "Class III Correction",
      "group": "ORTH"
    },
    {
      "id": 148,
      "label": "Facial Asymmetry Correct",
      "group": "ORTH"
    },
    {
      "id": 149,
      "label": "Orthognathic CPT Coding",
      "group": "ORTH"
    },
    {
      "id": 150,
      "label": "Bimaxillary Surgery",
      "group": "ORTH"
    },
    {
      "id": 151,
      "label": "TMJ Pathophysiology",
      "group": "TMJ"
    },
    {
      "id": 152,
      "label": "TMD Diagnosis",
      "group": "TMJ"
    },
    {
      "id": 153,
      "label": "Conservative TMJ Mgmt",
      "group": "TMJ"
    },
    {
      "id": 154,
      "label": "TMJ Arthrocentesis",
      "group": "TMJ"
    },
    {
      "id": 155,
      "label": "TMJ Arthroscopy",
      "group": "TMJ"
    },
    {
      "id": 156,
      "label": "Disc Repositioning",
      "group": "TMJ"
    },
    {
      "id": 157,
      "label": "Discectomy",
      "group": "TMJ"
    },
    {
      "id": 158,
      "label": "Eminectomy",
      "group": "TMJ"
    },
    {
      "id": 159,
      "label": "Condylectomy",
      "group": "TMJ"
    },
    {
      "id": 160,
      "label": "Total Joint Replacement",
      "group": "TMJ"
    },
    {
      "id": 161,
      "label": "Costochondral Graft",
      "group": "TMJ"
    },
    {
      "id": 162,
      "label": "Patient-Specific TMJ",
      "group": "TMJ"
    },
    {
      "id": 163,
      "label": "TMJ Ankylosis Surgery",
      "group": "TMJ"
    },
    {
      "id": 164,
      "label": "TMJ CPT Coding",
      "group": "TMJ"
    },
    {
      "id": 165,
      "label": "Nav-Guided TMJ Surgery",
      "group": "TMJ"
    },
    {
      "id": 166,
      "label": "Biopsy Techniques",
      "group": "PATH"
    },
    {
      "id": 167,
      "label": "Odontogenic Cysts",
      "group": "PATH"
    },
    {
      "id": 168,
      "label": "Non-Odontogenic Cysts",
      "group": "PATH"
    },
    {
      "id": 169,
      "label": "Ameloblastoma",
      "group": "PATH"
    },
    {
      "id": 170,
      "label": "Odontogenic Keratocyst",
      "group": "PATH"
    },
    {
      "id": 171,
      "label": "Benign Jaw Tumors",
      "group": "PATH"
    },
    {
      "id": 172,
      "label": "SCC of Oral Cavity",
      "group": "PATH"
    },
    {
      "id": 173,
      "label": "Tumor Staging TNM",
      "group": "PATH"
    },
    {
      "id": 174,
      "label": "Surgical Margins",
      "group": "PATH"
    },
    {
      "id": 175,
      "label": "Neck Dissection",
      "group": "PATH"
    },
    {
      "id": 176,
      "label": "Sentinel Lymph Node",
      "group": "PATH"
    },
    {
      "id": 177,
      "label": "Free Flap Reconstruction",
      "group": "PATH"
    },
    {
      "id": 178,
      "label": "Fibula Free Flap",
      "group": "PATH"
    },
    {
      "id": 179,
      "label": "Microvascular Technique",
      "group": "PATH"
    },
    {
      "id": 180,
      "label": "Radiation Sequelae",
      "group": "PATH"
    },
    {
      "id": 181,
      "label": "Osteoradionecrosis",
      "group": "PATH"
    },
    {
      "id": 182,
      "label": "MRONJ Management",
      "group": "PATH"
    },
    {
      "id": 183,
      "label": "Tumor Board Process",
      "group": "PATH"
    },
    {
      "id": 184,
      "label": "Chemotherapy Protocols",
      "group": "PATH"
    },
    {
      "id": 185,
      "label": "Immunotherapy in H&N",
      "group": "PATH"
    },
    {
      "id": 186,
      "label": "Cleft Lip Repair",
      "group": "ADVC"
    },
    {
      "id": 187,
      "label": "Cleft Palate Repair",
      "group": "ADVC"
    },
    {
      "id": 188,
      "label": "Alveolar Cleft Grafting",
      "group": "ADVC"
    },
    {
      "id": 189,
      "label": "Velopharyngeal Insuffic",
      "group": "ADVC"
    },
    {
      "id": 190,
      "label": "Craniosynostosis",
      "group": "ADVC"
    },
    {
      "id": 191,
      "label": "Hemifacial Microsomia",
      "group": "ADVC"
    },
    {
      "id": 192,
      "label": "Rhinoplasty",
      "group": "ADVC"
    },
    {
      "id": 193,
      "label": "Blepharoplasty",
      "group": "ADVC"
    },
    {
      "id": 194,
      "label": "Rhytidectomy",
      "group": "ADVC"
    },
    {
      "id": 195,
      "label": "Injectable Therapies",
      "group": "ADVC"
    },
    {
      "id": 196,
      "label": "OSA Pathophysiology",
      "group": "ADVC"
    },
    {
      "id": 197,
      "label": "MMA for Sleep Apnea",
      "group": "ADVC"
    },
    {
      "id": 198,
      "label": "DOME Procedure",
      "group": "ADVC"
    },
    {
      "id": 199,
      "label": "Hypoglossal Stimulation",
      "group": "ADVC"
    },
    {
      "id": 200,
      "label": "SARPE",
      "group": "ADVC"
    },
    {
      "id": 201,
      "label": "Surgical Robotics Princ",
      "group": "TECH",
      "shape": "box"
    },
    {
      "id": 202,
      "label": "Yomi Robotic System",
      "group": "TECH"
    },
    {
      "id": 203,
      "label": "Yomi S and YomiPlan AI",
      "group": "TECH"
    },
    {
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}