james-njcn Goto Github PK

ai4goodlab_combatcervicalcancer

babynet

MICCAI2022: BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video

bci

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

blindness-detection-diabetic-retinopathy-

This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (CNN). This Automated System would speed up Blindness detection on Patients

bp-net

Signal-to-Signal translation U-Net to estimate blood pressure.

breast-nodules-detection

Project for Signals and Systems discipline aiming the identification of potential nodules on mammograms using Fast Fourier Transform (2022.2)

cervical_cancer_classification

Get the accurate algorithm to classify the cervix type so that the health providers can prevent ineffective treatments and provide exact treatment to the patient.

cervicalfuzzydistanceensemble

A fuzzy distance-based ensemble of deep models for cervical cancer detection published in Computer Methods and Programs in Biomedicine, Elsevier

cgm_prediction_lstm

Machine Learning based Prediction of Glucose Levels on Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data.

dc-unet

We proposed a novel U-Net-based model -- DC-UNet to do medical image segmentation.

deepclinicalglucoseprediction

diatrend

Python scripts for producing figures describing the DiaTrend dataset

dmt2riskassessment

T2DM risk assessment

e-vent

MIT Project: A low cost emergency ventilator controller

ecg-classification

ECG Arrhythmia classification using CNN

ehr-features

ehr-rl

The potential for the use of AI is dramatic especially as it can assist family clinicians who are usually overloaded with patients to make better choices for treatment of their type 2 patients in order to help prevent hyperglycemia, hypertension and CV risk outcomes.

ffhq-uv

The official repository of our CVPR2023 paper "FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction".

flutter_ali_auth

阿里云一键登录，提供接近原生的参数配置，自定义UI界面，配置效果详见实例演示图片，如果插件对你有帮助请帮忙点亮你的小星星予以支持。

glucose_att_rnn

This repo will contain the official implementation of the paper "Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks" IJCNN2021

gluformer

The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."

heart-failure-condition-and-survival-analysis

Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be used to help hospitals in assessing the severity of patients with cardiovascular diseases and heart failure condition.

heartnet

Stethoscope Invariant Heart Sound Abnormality Detection, JBHI 20, Interspeech 18, EMBC 18

huggingface-download-accelerator

利用HuggingFace的官方下载工具从镜像网站进行高速下载。

insulin-need

Find patterns in insulin need from the OpenAPS commons dataset. Code for NeurIPS TS4H workshop paper 2022

multi-output-glucose-forecasting

The code used for the paper Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories published in KDD 2018

offline-glucose

The code release for "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes".

parse-sdk-flutter

A Dart or Flutter plugin for Parse Server... Enjoy!

plugins

Plugins for Flutter maintained by the Flutter team

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more