Projects

HINN PyTorch implementation

PyTorch implementation of the paper: HINN: Hierarchical Input Neural Network identifies multi-omics biomarker for cognitive decline

AI Research Open Source

GitHub Model Hub Docs

BRCA-multi-omics

A graph neural network (GNN) pipeline for binary survival classification.

AI Research Optimization Open Source

GitHub Model Hub Docs

ChestBLIP

Fine-tuned the BLIP model on MIMIC-CXR dataset.

AI Research Medical Imaging Optimization

GitHub Model Hub Docs

SegDICOM

A web-based application for manual segmentation of DICOM medical images. It allows users to upload DICOM files, navigate slice-by-slice, annotate regions of interest via a brush or erase tool, assign labels, and export segmentation maps in DICOM-SEG format. Annotations are also logged in a CSV for easy tracking and further analysis.

AI Tools Open Source

GitHub Docs

Spatial-attention ConvMixer

A new technique for gastrointestinal image classification.

AI Research Medical Imaging TensorFlow Open Source

GitHub Paper