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deephit-survival-pipeline
deephit-survival-pipeline PublicDeepHit Survival Analysis Pipeline leverages the DeepHit model for competing risks survival analysis. This project provides a complete workflow from data preprocessing to model training, hyperparam…
Python 1
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rfs-competing-risk-eval
rfs-competing-risk-eval PublicThis repository contains R scripts designed for performing advanced survival analysis using Random Forest Survival (RFS) models considering the competing risk.
R 1
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causal-ml-orn
causal-ml-orn PublicA Shiny application that estimates the conditional average treatment effect (CATE) of pre-radiotherapy dental extractions on Osteoradionecrosis (ORN) free survival. This tool uses a Causal Survival…
R 1
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dvh-metrics-calculator
dvh-metrics-calculator PublicA Streamlit-based web application designed for Radiation Oncology workflows. This tool analyzes Dose-Volume Histogram (DVH) data to calculate standard dosimetric metrics and stratify patients based…
Python 1
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causal-survival-forest-orn
causal-survival-forest-orn PublicThis repository contains the analytical code used to estimate the Heterogeneous Treatment Effects (HTE) of tooth extraction prior to radiotherapy on the incidence of Osteoradionecrosis (ORN). The a…
R 1
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LMM_Python_Pipeline
LMM_Python_Pipeline PublicThis repository contains a complete Python pipeline for performing automated object detection (such as dental caries screening) using General-Purpose LMM, specifically, the Gemini 3 Pro model via t…
Python 1
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