Differentiated Thyroid Cancer Recurrence
Donated on 10/30/2023
This data set contains 13 clinicopathologic features aiming to predict recurrence of well differentiated thyroid cancer. The data set was collected in duration of 15 years and each patient was followed for at least 10 years.
Dataset Characteristics
Tabular
Subject Area
Health and Medicine
Associated Tasks
Classification
Feature Type
Real, Categorical, Integer
# Instances
383
# Features
16
Dataset Information
For what purpose was the dataset created?
It was a part of research in the field of AI and Medicine
Who funded the creation of the dataset?
No funding was provided.
What do the instances in this dataset represent?
Individual patients
Are there recommended data splits?
No
Does the dataset contain data that might be considered sensitive in any way?
No
Has Missing Values?
No
Introductory Paper
By Shiva Borzooei, Giovanni Briganti, Mitra Golparian, Jerome R. Lechien, Aidin Tarokhian. 2023
Published in Head and Neck
Variables Table
| Variable Name | Role | Type | Demographic | Description | Units | Missing Values |
|---|---|---|---|---|---|---|
| Age | Feature | Integer | Age | no | ||
| Gender | Feature | Categorical | Gender | no | ||
| Smoking | Feature | Categorical | no | |||
| Hx Smoking | Feature | Categorical | no | |||
| Hx Radiothreapy | Feature | Categorical | no | |||
| Thyroid Function | Feature | Categorical | no | |||
| Physical Examination | Feature | Categorical | no | |||
| Adenopathy | Feature | Categorical | no | |||
| Pathology | Feature | Categorical | no | |||
| Focality | Feature | Categorical | no |
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Reviews
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset differentiated_thyroid_cancer_recurrence = fetch_ucirepo(id=915) # data (as pandas dataframes) X = differentiated_thyroid_cancer_recurrence.data.features y = differentiated_thyroid_cancer_recurrence.data.targets # metadata print(differentiated_thyroid_cancer_recurrence.metadata) # variable information print(differentiated_thyroid_cancer_recurrence.variables)
Borzooei,Shiva and Tarokhian,Aidin. (2023). Differentiated Thyroid Cancer Recurrence. UCI Machine Learning Repository. https://doi.org/10.24432/C5632J.
@misc{misc_differentiated_thyroid_cancer_recurrence_915,
author = {Borzooei,Shiva and Tarokhian,Aidin},
title = {{Differentiated Thyroid Cancer Recurrence}},
year = {2023},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5632J}
}Creators
Shiva Borzooei
Aidin Tarokhian
tarokhianaidin@gmail.com
Hamadan University of medical Sciences
DOI
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.