Healthcare GenAI Benchmarking Dataset: Oncology

Task: Diagnostic prediction

List of Diseases and Conditions (Total=112)

No. Disease and Condition UMLS CUI Specialty
1 Lung Cancer C0242379 Oncology
2 Colorectal Cancer C0009402 Oncology
3 Gastric Cancer C0024623 Oncology
4 Breast Cancer C0006142 Oncology
5 Renal Cell Carcinoma C0007134 Oncology
6 Esophageal Cancer C0546837 Oncology
7 Liver Cancer C0345904 Oncology
8 Pancreatic Cancer C0346647 Oncology
9 Melanoma C0025202 Oncology
10 Ovarian Cancer C1140680 Oncology
11 Prostate Cancer C0376358 Oncology
12 Cervical Cancer C0007847 Oncology
13 Endometrial Cancer C0476089 Oncology
14 Glioma C0017638 Oncology
15 Gallbladder cancer C0153452 Oncology
16 Lymphoma C0024299 Oncology
17 Chronic myelogenous leukemia C1292771 Oncology
18 Chronic lymphocytic leukemia C0023434 Oncology
19 Appendiceal cancer C0496779 Oncology
20 Chronic myelomonocytic leukemia C0023480 Oncology
21 Bladder cancer C0005684 Oncology
22 Tongue cancer C0153349 Oncology
23 Adrenocortical carcinoma C0206686 Oncology
24 AIDS-related lymphoma C0085090 Oncology
25 Craniopharyngioma C0010276 Oncology
26 Ewing sarcoma C0553580 Oncology
27 Pediatric Ependymoma C1851584 Oncology
28 Retinoblastoma C0035335 Oncology
29 Pediatric Extracranial Germ Cell Tumors C0796661 Oncology
30 Pediatric Medulloblastoma C0278510 Oncology
31 Pediatric CNS Germ Cell Tumors C0278754 Oncology
32 Uveal melanoma C0220633 Oncology
33 Soft tissue sarcoma C4551687 Oncology
34 Cholangiocarcinomas C0206698 Oncology
35 Multiple myeloma C0026764 Oncology
36 Male breast cancer C0242787 Oncology
37 Hydatidiform mole C0020217 Oncology
38 Malignant mesothelioma C0345967 Oncology
39 Ovarian germ cell tumor C0238324 Oncology
40 Pancreatic neuroendocrine neoplasm C4305467 Oncology
41 Langerhans cell histiocytosis C0019621 Oncology
42 Myelodysplastic syndromes C3463824 Oncology
43 Neuroblastoma C0027819 Oncology
44 Nasopharyngeal Carcinoma C2931822 Oncology
45 Pheochromocytoma C0031511 Oncology
46 Rhabdomyosarcoma C0035412 Oncology
47 Peritoneal tumor C5680455 Oncology
48 Parotid gland malignancy C0747273 Oncology
49 Parathyroid carcinoma C0687150 Oncology
50 Childhood Osteosarcoma C1332986 Oncology
51 Infantile hemangioma C4317089 Oncology
52 Congenital hemangioma C0235753 Oncology
53 Kaposiform hemangioendothelioma C1367420 Oncology
54 Tufted angioma C1266161 Oncology
55 Uterine leiomyosarcoma C0280631 Oncology
56 Endometrial stromal sarcoma C0206630 Oncology
57 Undifferentiated uterine sarcoma C2188162 Oncology
58 Adenosarcoma of corpus uteri C4707554 Oncology
59 Uterine Corpus Perivascular Epithelioid Cell Tumor C1519862 Oncology
60 Pleuropulmonary blastoma C1266144 Oncology
61 Cutaneous squamous cell carcinoma C0553723 Oncology
62 Vaginal malignant tumor C0042237 Oncology
63 Vulvar malignant tumor C0375071 Oncology
64 Thymic epithelial tumor C1266101 Oncology
65 Nephroblastomas C0027708 Oncology
66 Upper tract urothelial carcinoma C0220648 Oncology
67 Acute Myeloid Leukemia C0023467 Oncology
68 Acute lymphoblastic leukemia C0023449 Oncology
69 Gastrointestinal neuroendocrine neoplasms C4303497 Oncology
70 Hairy cell leukemia C0023443 Oncology
71 Mantle cell lymphoma C4721414 Oncology
72 Acute promyelocytic leukemia C0023487 Oncology
73 Burkitt Lymphoma C0006413 Oncology
74 Diffuse large B cell lymphoma C0079744 Oncology
75 Pediatric Mature B-cell Lymphoma C1334634 Oncology
76 Mycosis Fungoides C0026948 Oncology
77 Hodgkin lymphoma C0019829 Oncology
78 Nodular lymphocyte-predominant Hodgkin's lymphoma C1334968 Oncology
79 Pediatric Hodgkin's Lymphoma C0220644 Oncology
80 Pediatric Hodgkin's Lymphoma nodular lymphocytic predominance type C1332985 Oncology
81 Pediatric thyroid cancer C3899640 Oncology
82 T-cell lymphoblastic lymphoma C1292758 Oncology
83 Pediatric ALK ALCL C5707792 Oncology
84 Pediatric Hepatoblastoma C0206624 Oncology
85 Pediatric Lymphoblastic lymphoma C0279525 Oncology
86 Thyroid Cancer C0549473 Oncology
87 Basal cell carcinoma C0007117 Oncology
88 Kaposi's Sarcoma C0036220 Oncology
89 Anal Cancer C0153446 Oncology
90 Pediatric Astrocytomas C4086152 Oncology
91 Pediatric Atypical Teratoid/Rhabdoid Tumor C2347613 Oncology
92 Pediatric Chordoma C5708203 Oncology
93 Esthesioneuroblastoma C0206717 Oncology
94 Gastrointestinal Stromal Tumor C0238198 Oncology
95 Testicular Cancer C0153594 Oncology
96 Fibroma C0016045 Oncology
97 Cardiac Rhabdomyoma C1332852 Oncology
98 Laryngeal cancer C0007107 Oncology
99 Lip Cancer C0153340 Oncology
100 Head and Neck Squamous Cell Carcinoma C1168401 Oncology
101 Respiratory Papillomatosis C1168198 Oncology
102 Nasal Cavity and Paranasal Sinus Cancer C1710095 Oncology
103 Pharyngeal Cancer C0153405 Oncology
104 Penile Cancer C0153601 Oncology
105 Pituitary Tumor C0032019 Oncology
106 Chondrosarcoma C0008479 Oncology
107 Small Cell Lung Cancer C0149925 Oncology
108 Lung Adenocarcinoma C0152013 Oncology
109 Small Intestinal Cancer C0153425 Oncology
110 Choriocarcinoma C0008497 Oncology
111 Placental site trophoblastic tumor C0206666 Oncology
112 Epithelioid Trophoblastic Tumor C1266159 Oncology



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