MTC-RecurrencePrediction: Machine Learning Pipeline for Predicting Recurrence in Medullary Thyroid Carcinoma

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Mustafa Cemal Cakir
DOI: 10.5281/zenodo.18828647
Cited by: 0

Abstract

Machine learning pipeline for predicting recurrence in medullary thyroid carcinoma (MTC): 9 ML models, survival analysis, SHAP-based explainability, robust validation (nested CV, bootstrap CI, multi-seed stability), and an interactive Shiny dashboard.

Fields of Study & Subjects

Thyroid Cancer Diagnosis and Treatment Artificial Intelligence in Healthcare Radiomics and Machine Learning in Medical Imaging

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 March 2026
Language
EN