guyucowboy

3D-ConvNets-for-Action-Recognition

3D ConvNets for Action Recognition with Keras (3d ResNet, 3d DenseNet, 3d Inception, C3D, 3d dense resnet)

AANet-CAD-PE

AANet: Artery-Aware Network for Pulmonary Embolism Detection in CTPA Images, MICCAI2022

AI-Deep-Learning-Lab-2021

Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging. Paper: Transformers in medical imaging: A survey

BenchMD

paper BenchMD: A Benchmark for Unified Learning on Medical Images and Sensors

book_DeepLearning_in_PyTorch_Source

CAD_PE

using RSNA PE dataset

classify-modality

Craig Macfadyen Masters Dissertation Project at the University of St Andrews. Classification of Hyper-scale Multimodal Imaging Datasets

Classifying-Non-small-cell-lung-cancer-stage

Models for classifying pathological stage of non-small-cell lung cancer

NAS-Lung

3D NAS for Pulmonary Nodules Classification

guyucowboy/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging. Paper: Transformers in medical imaging: A survey

guyucowboy/BenchMD

paper BenchMD: A Benchmark for Unified Learning on Medical Images and Sensors

guyucowboy/Cox_AMIL

Code for our BVM workshop submission "Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays"

guyucowboy/CT-image-segmentation-for-pulmonary-embolism

UNet series network architectures (UNet, R2UNet, Attention UNet, Nested UNet, Tiny UNet etc.), combined with joint training of YOLO and other networks

guyucowboy/DSU-Net

Code for the paper "DSU-Net: Distraction-Sensitive U-Net for 3D LungTumor Segmentation."

guyucowboy/EC601-Pulmonary-Embolism

Development of a Deep Learning Model to Diagnose Pulmonary Embolism

guyucowboy/ESFPNet

Official Implementation of "ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video"

guyucowboy/lung-cancer-thesis

Convolutional Neural Networks for the Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors

guyucowboy/lungmask

Automated lung segmentation in CT under presence of severe pathologies

guyucowboy/LungTumorMask

Automatic end-to-end lung tumor segmentation from CT images.

guyucowboy/MEDFAIR

paper MEDFAIR: Benchmarking Fairness for Medical Imaging

guyucowboy/mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases. Not including CT images

guyucowboy/MONAI

AI Toolkit for Healthcare Imaging

guyucowboy/MoralityPredictionFusionModels

Not including datasets. This repository contains the scripts and models used in the paper "Multimodal Fusion Models for Pulmonary Embolism Mortality Prediction"

guyucowboy/nnUNet

paper nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

guyucowboy/NSCLC_Radiogenomics

paper A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans

guyucowboy/PE_AvdSemiSeg

guyucowboy/PECon

paper PECon: Contrastive Pretraining to Enhance Feature Alignment between CT and EHR Data for Improved Pulmonary Embolism Diagnosis

guyucowboy/penet-segmentation

Stanford dataset

guyucowboy/Physics-ArX

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]

guyucowboy/PRCS

Convolutional bi-directional learning and spatial enhanced attentions for lung tumor segmentation

guyucowboy/precision-medicine-toolbox

Precision medicine toolbox

guyucowboy/Pulmonary-Embolism-Visualization

Post EDA Analysis dashboard created in PowerBI on a healthcare dataset, specifically pertaining to Pulmonary Embolism after 30 days of admission

guyucowboy/RLogist

RLogist = RL (reinforcement learning) + Pathologist paper RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning

guyucowboy/RSNA-STR-Pulmonary-Embolism-Detection

1st

guyucowboy/SANet-PN9-TPAMI

SANet: A Slice-Aware Network for Pulmonary Nodule Detection

guyucowboy/SCUNet-plusplus

[WACV 2024] SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation

guyucowboy/SGDA

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention

guyucowboy/STMixer-MICCAI2022-NLSTt

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

guyucowboy/time-series-forecasting-with-UORO-RTRL-LMS-and-linear-regression

paper Prediction of the Position of External Markers Using a Recurrent Neural Network Trained With Unbiased Online Recurrent Optimization for Safe Lung Cancer Radiotherapy