Config files for my GitHub profile.

An open-source federated learning framework for FULLY privacy-preserving biomedical data analysis

An Implementation of Federated Learning in NLP using NVFlare

npj Digital Medicine "An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction"

Nothing But For Fun (NBFF)

Official implementation of "Exact Reformulation and Optimization for Binary Imbalanced Classification"

[BMVC'23 Oral] Offical repository of "Rethinking Transfer Learning for Medical Image Classification"

Offical git repo for "Federated Learning with Convex Global and Local Constraints" at TMLR'2024

pytorch unofficial implementation of "DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data"

A simple tool for NER evaluation

An efficient python dicom parser for metadata extraction and image conversion

Repo for constrained imbalanced learning

implemenation of NLP models (keep updating)

A simple script that convert Brat format to BIO format

Machine Learning from 0 to 1

Project is based on CCS paper "Machine Learning Models that Remember Too Much"

Simple passes for CFG and DFG analysis

Data cleaning model including duplicate, outlier, missing detection & fix