From: Detecting diseases in medical prescriptions using data mining methods
No. | Categories | Diseases |
---|---|---|
1 | Urology | 1. Urinary Incontinence 2. Benign Prostatic Hyperplasia 3. Urinary Tract Infection 4. Kidney Infections (Pyelonephritis) |
2 | GI (gastrointestinal) | 5. Ulcerative Colitis, Active 6. Nausea Vomiting 7. Irritable Bowel Syndrome 8. GERD 9. Erosive Esophagitis 10. Nausea Vomiting, Chemotherapy Induced 11. Crohn’s Disease, Maintenance 12. Inflammatory Bowel Disease 13. Helicobacter Pylori Infection 14. Crohn’s Disease, Acute 15. Crohn’s Disease |
3 | Dermatology | 16. Tinea Versicolor 17. Tinea Corporis 18. Pruritus 19. Urticaria 20. Tinea Cruris 21. Keratitis 22. Dermatitis 23. Acne 24. Seborrheic Dermatitis 25. Plaque Psoriasis 26. Pemphigoid 27. Melanoma, Metastatic 28. Bullous Pemphigoid 29. Psoriasis 30. Pemphigus 31. Atopic Dermatitis 32. Eczema |
4 | Endocrinology | 33. Thyroid Cancer |
5 | General | 34. Sarcoidosis 35. Occupational Exposure 36. Nonoccupational Exposure 37. Local Anesthesia 38. Surgical Prophylaxis 39. Pain 40. Anesthesia |
6 | ENT | 41. Rhinorrhea 42. Tonsillitis Pharyngitis 43. Sinusitis 44. Otitis Media |
7 | Respiratory | 45. Pulmonary Hypertension 46. Nosocomial Pneumonia 47. Aspiration Pneumonia 48. Cough 49. Asthma 50. Bronchitis 51. COPD 52. Pneumonia |
8 | Urology/cancer | 53. Prostate Cancer |
9 | Neurology | 54. Parkinson’s Disease 55. Migraine 56. Cluster Headaches 57. Tardive Dyskinesia 58. Narcolepsy 59. Restless Legs Syndrome 60. Muscle Spasm (Involuntary Hypertonicity) 61. Dysautonomia 62Migraine Prevention (Migraine Prophylaxis) |
10 | Ophthalmology | 63. Ophthalmic Surgery 64. Glaucoma, Open Angle 65. Intraocular Hypertension 66. Conjunctivitis, Bacterial 67. Conjunctivitis, Allergic 68. Uveitis |
11 | Cardiology | 69. Obesity 70. Hyperlipoproteinemia Type IIb, Elevated LDL VLDL 71. Hyperlipoproteinemia Type IIa, Elevated LDL 72. High Cholesterol, Familial Heterozygous 73. High Cholesterol 74. Heart Failure (Congestive Heart Failure) 75. Arrhythmia 76. Supraventricular Tachycardia 77. Hypertensive Emergency 78. Hyperlipoproteinemia 79. Atrial Fibrillation 80. Angina 81. Left Ventricular Dysfunction 82. High Blood Pressure (Hypertension) 83. Edema 84. Cardiovascular Risk Reduction |
12 | Nephrology | 85. Nephrotic Syndrome 86. Diabetic Kidney Disease (Diabetic Nephropathy) |
13 | Infectious disease | 87. Influenza 88. Gonococcal Infection, Disseminated 89. Bladder Infection 90. Bacterial Skin Infection 91. Upper Respiratory Tract Infection 92. Tuberculosis, Active 93. Septicemia 94. Hepatitis C 95. Candidemia 96. Bacterial Endocarditis Prevention (Bacterial Endocarditis Prophylaxis) 97. Skin and Structure Infection 98. Peritonitis 99. Endocarditis 100. Bacterial Infection 101. Bacteremia 102. Skin or Soft Tissue Infection 103. Intraabdominal Infection 104. Bone infection (Osteomyelitis) 105. Meningitis |
14 | Psychology | 106. Depression 107. Schizoaffective Disorder 108. Panic Disorder 109. Somatoform Pain Disorder 110. Insomnia 111. Posttraumatic Stress Disorder 112. Bipolar Disorder 113. Obsessive Compulsive Disorder 114. Anxiety 115. Borderline Personality Disorder |
15 | GI/Endocrinology | 116. Cystic Fibrosis |
16 | GI/cancer | 117. Colorectal Cancer |
17 | Ob-Gyn/cancer | 118. Cervical Cancer 119. Breast Cancer, Metastatic 120. Ovarian Cancer |
18 | Rheumatology | 121. Ankylosing Spondylitis 122. Rheumatoid Arthritis 123. Raynaud’s Syndrome 124. Osteoarthritis 125. Osteoporosis 126. Juvenile Rheumatoid Arthritis 127. Psoriatic Arthritis 128. Fibromyalgia |
19 | Hematology-Oncology/cancer | 129. Acute Lymphoblastic Leukemia 130. Lymphoma 131. Breast Cancer, Palliative 132. Breast Cancer 133. Mantle Cell Lymphoma |
20 | Ob-Gyn | 134. Premenstrual Dysphoric Disorder 135. Hot Flashes 136. Vulvodynia |
21 | Hematology | 137. Idiopathic Thrombocytopenic Purpura 138. Febrile Neutropenia |
22 | Hematology/oncology | 139. Chronic Lymphocytic Leukemia 140. Renal Cell Carcinoma 141. Non-Hodgkin’s Lymphoma 142. Hodgkin’s Lymphoma 143. Chronic Myelogenous Leukemia 144. Cancer 145. Acute Myeloid Leukemia 146. Pancreatic Cancer |