Neurofibromatosis Type 1; Clinical Symptoms of Familial and Sporadic Cases
Donated on 5/11/2025
A national NF1 database with 331 probands with tumors (167 sporadic and 142 familial cases) was evaluated.
Dataset Characteristics
Tabular
Subject Area
Health and Medicine
Associated Tasks
Classification
Feature Type
Real
# Instances
331
# Features
20
Dataset Information
Has Missing Values?
No
Introductory Paper
By P. Sharafi, Hilal Arslan, S. Ersoy Evans, Ali Varan, Ş. Ayter. 2025
Published in Turkish Bulletin of Hygiene and Experimental Biology
Variables Table
| Variable Name | Role | Type | Demographic | Description | Units | Missing Values |
|---|---|---|---|---|---|---|
| With Tumors | Target | Binary | no | |||
| Healthy | Feature | Binary | no | |||
| Age of Mother | Feature | Integer | Age | yes | ||
| Age of Father | Feature | Integer | Age | yes | ||
| Age at First Diagnosis | Feature | Integer | Age | yes | ||
| Café au lait (CLS) | Feature | Binary | no | |||
| Axillary Freckles | Feature | Binary | no | |||
| Inguinal Freckles | Feature | Binary | no | |||
| Lisch Nodules | Feature | Binary | no | |||
| Dermal Neurofibromins | Feature | Binary | no |
0 to 10 of 21
Additional Variable Information
Class Labels
- Tumour Case: 0 (Without Tumours), 1 (With Tumours) - Case type: 0 (Sporadic Case), 1 (Familial case) - Café au lait (CLS): 0 (Absent),1 (Present) - Axillary Freckles: 0 (Absent), 1 (Present) - Inguinal Freckles: 0 (Absent), 1 (Present) - Lisch Nodules: 0 (Absent), 1 (Present) - Dermal Neurofibromins: 0 (Absent), 1 (Present) - Plexiform Neurofibromins: 0 (Absent), 1 (Present) - Optic Glioma: 0 (Absent), 1 (Present) - Skeletal Dysplasia: 0 (Absent), 1 (Present) - Learning Disability: 0 (Absent), 1 (Present) - Hypertension: 0 (Absent), 1 (Present) - Astrocytoma: 0 (Absent), 1 (Present) - Hamartoma: 0 (Absent), 1 (Present) - Scoliosis: 0 (Absent), 1 (Present) - Other Symptoms: 0 (Absent), 1 (at least one of these present: Epilepsy, Rhabdomyoma, Ganglioblastoma, MPNST, Leukaemia, Noonan/Watson/Myelodysplastic Syndrome, Cranial/Brain stem tumour)
Dataset Files
| File | Size |
|---|---|
| dataset-uci.xlsx | 34.8 KB |
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset neurofibromatosis_type_1_clinical_symptoms_of_familial_and_sporadic_cases = fetch_ucirepo(id=1162) # data (as pandas dataframes) X = neurofibromatosis_type_1_clinical_symptoms_of_familial_and_sporadic_cases.data.features y = neurofibromatosis_type_1_clinical_symptoms_of_familial_and_sporadic_cases.data.targets # metadata print(neurofibromatosis_type_1_clinical_symptoms_of_familial_and_sporadic_cases.metadata) # variable information print(neurofibromatosis_type_1_clinical_symptoms_of_familial_and_sporadic_cases.variables)
Sharafi, P., Arslan, H., Ersoy, S., Varan, A., & Ayter, Ş. (2025). Neurofibromatosis Type 1; Clinical Symptoms of Familial and Sporadic Cases [Dataset]. UCI Machine Learning Repository. https://doi.org/10.5505/TurkHijyen.2025.06337.
Keywords
Creators
P. Sharafi
Hilal Arslan
hilalarslanceng@gmail.com
Ankara Yildirim Beyazit University, Department of Software Engineering
S. Ersoy
Ali Varan
Ş. Ayter
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.