James-NJCN's repositories
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
HuggingFace-Download-Accelerator
利用HuggingFace的官方下载工具从镜像网站进行高速下载。
CervicalFuzzyDistanceEnsemble
A fuzzy distance-based ensemble of deep models for cervical cancer detection published in Computer Methods and Programs in Biomedicine, Elsevier
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.
SlicerBreastUltrasoundAnalysis
This module is designed to help physicians diagnose intramammary lesions based on breast ultrasound images with nodules.
DMT2RiskAssessment
T2DM risk assessment
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。
ecg-classification
ECG Arrhythmia classification using CNN
rsna-breast-cancer
Identification of breast cancer in screening mammograms obtained from regular screening to improve the automation of detection in screening mammography enabling radiologists to be more accurate and efficient, improving the quality and safety of patient care and also, helping reduce costs and unnecessary medical procedures.
DiaTrend
Python scripts for producing figures describing the DiaTrend dataset
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.
breast-nodules-detection
Project for Signals and Systems discipline aiming the identification of potential nodules on mammograms using Fast Fourier Transform (2022.2)
gluformer
The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."
DC-UNet
We proposed a novel U-Net-based model -- DC-UNet to do medical image segmentation.
plugins
Plugins for Flutter maintained by the Flutter team
CGM_Prediction_LSTM
Machine Learning based Prediction of Glucose Levels on Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data.
insulin-need
Find patterns in insulin need from the OpenAPS commons dataset. Code for NeurIPS TS4H workshop paper 2022
offline-glucose
The code release for "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes".
BCI
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix
BabyNet
MICCAI2022: BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video
SSL-ECGv2
Official code repository of our work on stress detection using ECG-based self-supervised learning.
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.
Two-Step-Feature-Enhancement
Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science
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
BP-Net
Signal-to-Signal translation U-Net to estimate blood pressure.
Parse-SDK-Flutter
A Dart or Flutter plugin for Parse Server... Enjoy!
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