The Basic Classification
Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion
Rule-Based Thyroid Whole Slide Image Diagnosis
Desktop and mobile thyroid cancer TNM staging web app | 甲状腺癌 TNM 分期桌面与手机版网页工具
Pediatric Thyroid Cancer Explorer - A web application to explore PTC dataset
RAIR-Sim: MATLAB compartmental simulator of radioactive iodine (RAI) therapy response in metastatic thyroid cancer (activity decay, tumor growth, thyroglobulin kinetics). Fork of MarieFG49/CTD_SIMU_RAI with documentation, citation metadata, and a bug fix (missing .m extension on the main simulator).
ThyroAI is an AI-powered healthcare application that predicts thyroid cancer outcomes using machine learning. It analyzes patient clinical data to support recurrence prediction, stage classification, treatment recommendations, and survival analysis through an intuitive web interface, enabling smarter clinical decision support.
Prognostics biomarkers for Thyroid Cancer
Thyroid cancer research lakehouse — 11,673 patients, 13 tables, interactive Streamlit dashboard backed by MotherDuck
Predicting thyroid cancer risk using machine learning techniques with R, Python, and a web-based application. Built for a student project.
ThyRAD – Thyroid Radioactive Decay Predictor Tool. Open-access, JavaScript-based web app to simulate ¹³¹I decay using mono-exponential and piecewise multi-segmentedmodels. Features include half-life estimation, decay tables, time–activity curves, AUC calculation.
An end-to-end data science project analyzing thyroid cancer recurrence using Python. Features rigorous statistical testing (Chi-square, Kruskal-Wallis) and predictive modeling with XGBoost and Random Forest to evaluate clinical outcomes.
MCMC Bayesian logistic regression with prior sensitivity analysis for thyroid cancer recurrence prediction
Benchmarking ML models for predicting DT Cancer recurrence with nested CV and explaining predictions with SHAP (XAI).
Xcode project for iPhone app Endo Tools - An app for physicians / endocrinologists to do complex medical calculations and decisions with few clicks
Thyroid Ultrasound Image Classification for Disease Diagnosis / โมเดลจำเเนกรูปภาพอัลตราซาวนด์เพื่อตรวจมะเร็งไทรอยด์
Differentiated thyroid cancer recurrence — estimated, explained, and measured. Most work on this dataset reports ~98% accuracy; this reports 89%, because the feature driving the rest is recorded after treatment. FastAPI + scikit-learn + SHAP, with explanations that are scored, not assumed.
Reproducibility, endpoint-alignment, and confounding audit of RAIR-associated transcriptomic programs in thyroid cancer.
Integrated thyroid cancer DNA/RNA analysis of somatic drivers, MAPK and TERT alterations, disease-associated transcriptomics, inflammasome biology, demographic associations, and staged multi-omics integration.
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