Discover linhduongtuan/GraphMammoNet Open Source project

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Created about 3 years ago
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linhduongtuan

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Using Graph Neural Networks combined with edge detection techniques to classify BI-RADS scores of Vietnamese mammograms. This repo is implemented to our paper, tilted "Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients" on ASOC

BLOOM-LORA

Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigscience/license) using Alpaca-LoRA and Alpaca_data_cleaned.json

Jupyter Notebook

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doctorwithbloom

We finetune Bloomz-7b1-mt using LoRA with the chatdoctor-200k dataset at here https://huggingface.co/LinhDuong/doctorwithbloomz-7b1-mt and https://huggingface.co/LinhDuong/doctorwithbloomz-7b1.

Jupyter Notebook

Tuberculosis_ChestXray_Classifier

Classification for chest X ray images of tuberculosis using PyTorch, Timm, and modified EfficientNet family. This repo is implemented to our paper Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning" published on ESWA

Jupyter Notebook

Covid-19_Xray_Classifier

Demo diagnosis tools for Covid-19 Chest Xray. This repo is implemented to our paper "Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning" on ASOC