feat: add comprehensive treatment analysis statistics and update treatment keywords

dataset/analysis_treatment/stats/treatment_analysis_comprehensive.json

@@ -0,0 +1,176 @@
+{
+  "basic_statistics": {
+    "total_records": 9367,
+    "avg_text_length": 27179.22952919825,
+    "emergency_keywords_count": 47,
+    "treatment_keywords_count": 118
+  },
+  "emergency_keyword_stats": {
+    "Acute abdomen": 51,
+    "Acute bleeding": 31,
+    "Acute Coronary Syndrome": 332,
+    "Acute Kidney Injury": 200,
+    "Acute pancreatitis": 202,
+    "Acute respiratory distress syndrome": 225,
+    "Acute stroke": 65,
+    "Anaphylaxis": 1002,
+    "Anaphylactic Shock": 148,
+    "Arrhythmia": 1490,
+    "Atrial fibrillation": 736,
+    "Atrial flutter": 139,
+    "Bradycardia": 845,
+    "Cardiac arrest": 600,
+    "Cardiogenic Shock": 192,
+    "Chest pain": 1408,
+    "Dyspnea": 1296,
+    "Fever": 4008,
+    "Gastrointestinal Hemorrhage": 158,
+    "GI bleeding": 103,
+    "Hemorrhage": 1532,
+    "Hemorrhagic stroke": 109,
+    "Hyperthermia": 283,
+    "Hypovolemic Shock": 61,
+    "Hypotension": 1897,
+    "Hypothermia": 340,
+    "Internal bleeding": 67,
+    "Intracranial Hemorrhages": 5,
+    "Ischemic stroke": 216,
+    "Loss of consciousness": 406,
+    "Myocardial Infarction": 1607,
+    "MI": 9316,
+    "Pulmonary Edema": 471,
+    "Pulmonary Embolism": 624,
+    "Respiratory distress": 713,
+    "Respiratory failure": 554,
+    "Sepsis": 1145,
+    "Severe Sepsis": 81,
+    "Septic Shock": 231,
+    "Shock": 1702,
+    "Status Epilepticus": 149,
+    "Syncope": 806,
+    "Tachycardia": 1576,
+    "Tachypnea": 262,
+    "Traumatic Brain Injury": 151,
+    "Ventricular Tachycardia": 461,
+    "Ventricular fibrillation": 280
+  },
+  "treatment_keyword_stats": {
+    "iv fluids": 75,
+    "Infusion Intravenous": 3,
+    "fluid resuscitation": 115,
+    "normal saline": 252,
+    "crystalloids": 45,
+    "vasopressors": 188,
+    "Vasoconstrictor Agents": 2,
+    "Epinephrine": 806,
+    "Ondansetron": 43,
+    "Ibuprofen": 269,
+    "Morphine": 289,
+    "Lidocaine": 212,
+    "Airway Management": 174,
+    "intubation": 493,
+    "Intubation Intratracheal": 0,
+    "ventilation support": 14,
+    "Ventilators": 86,
+    "oxygen therapy": 178,
+    "Oxygen Inhalation Therapy": 2,
+    "cpap": 84,
+    "Continuous Positive Airway Pressure": 84,
+    "bipap": 25,
+    "Bi-level Positive Airway Pressure": 6,
+    "Nebulization": 41,
+    "cpr": 151,
+    "Cardiopulmonary Resuscitation": 131,
+    "ACLS": 30,
+    "Advanced Cardiac Life Support": 34,
+    "Defibrillation": 96,
+    "Cardioversion": 142,
+    "Blood Transfusion": 379,
+    "transfusion": 826,
+    "hemodynamic monitoring": 43,
+    "Hemodynamics": 135,
+    "central line placement": 6,
+    "Catheterization Central Venous": 0,
+    "arterial line placement": 0,
+    "Catheterization Arterial": 0,
+    "Hemostasis": 180,
+    "wound care": 73,
+    "Wound Management": 37,
+    "Suturing": 53,
+    "Tourniquet": 56,
+    "compression dressing": 2,
+    "Wound Dressing": 30,
+    "splinting": 26,
+    "Splints": 29,
+    "radiologic imaging": 5,
+    "Radiography": 218,
+    "point-of-care ultrasound": 13,
+    "POCUS": 10,
+    "Ultrasonography Point-of-Care": 0,
+    "x-ray": 1293,
+    "ct scan": 1036,
+    "Tomography X-Ray Computed": 0,
+    "laboratory testing": 296,
+    "Laboratory Techniques": 29,
+    "Sedation": 602,
+    "analgesia": 323,
+    "Analgesia": 323,
+    "procedural sedation": 26,
+    "Anesthesia Procedural": 0,
+    "ketamine": 86,
+    "Ketamine": 86,
+    "midazolam": 204,
+    "Midazolam": 204,
+    "supportive care": 564,
+    "Supportive Care": 564,
+    "monitoring": 3593,
+    "Patient Monitoring": 107,
+    "vital signs monitoring": 1,
+    "Vital Signs": 459,
+    "icu transfer": 9,
+    "Intensive Care Units": 155,
+    "treatment": 7719,
+    "Therapeutics": 182,
+    "manage": 4416,
+    "Patient Management": 281,
+    "management": 4008,
+    "intervention": 2695,
+    "Therapeutic Intervention": 181,
+    "Therapy": 6117,
+    "medication": 4698,
+    "Drug Therapy": 773,
+    "procedure": 3073,
+    "Surgical Procedures Operative": 0,
+    "resuscitation": 539,
+    "administer": 3881,
+    "Drug Administration Routes": 0,
+    "dose": 5344,
+    "Dosage Forms": 210,
+    "monitor": 4521,
+    "Oxygen": 1779,
+    "fluid": 2938,
+    "surgery": 3531,
+    "Surgical Procedures": 482,
+    "antibiotic": 1922,
+    "Anti-Bacterial Agents": 1,
+    "Dopamine": 389,
+    "Amiodarone": 315,
+    "levophed": 11,
+    "Norepinephrine": 392,
+    "Bosmin": 0,
+    "Adrenaline": 135,
+    "Insulin": 808,
+    "nitroglycerin": 125,
+    "NTG": 81,
+    "beta blocker": 297,
+    "alpha blocker": 35
+  },
+  "cooccurrence_analysis": [],
+  "path_b_validation": {
+    "avg_emergency_density": 0.0,
+    "avg_treatment_density": 4.9375467065229,
+    "high_density_records": 0,
+    "precision_estimate": 0.0
+  },
+  "condition_mapping_candidates": {}
+}

dataset/keywords/treatment_keywords.txt

@@ -1,11 +1,9 @@
 iv fluids
 Infusion Intravenous
 fluid resuscitation
-Infusion Intravenous
+Intravenous Infusion 
 normal saline
-Infusion Intravenous
 crystalloids
-Infusion Intravenous
 vasopressors
 Vasoconstrictor Agents
 Epinephrine
@@ -15,7 +13,7 @@ Morphine
 Lidocaine
 Airway Management
 intubation
-Intubation Intratracheal
+Intratracheal Intubation 
 ventilation support
 Ventilators
 oxygen therapy
@@ -43,6 +41,7 @@ Hemostasis
 wound care
 Wound Management
 Suturing
+Suture
 Tourniquet
 compression dressing
 Wound Dressing
@@ -50,9 +49,10 @@ splinting
 Splints
 radiologic imaging
 Radiography
-point-of-care ultrasound
+point of care ultrasound
 POCUS
-Ultrasonography Point-of-Care
+Ultrasonography Point of Care
+ultrasound
 x-ray
 Radiography
 ct scan