pancreas 开源项目推荐（30 个）

xmindflow /deformableLKA

[WACV 2024]超越自我关注：可变形大核注意力用于医学图像分割

gamemann /i-lost-my-mom-to-pancreatic-cancer

I very recently lost my amazing Mom to Pancreatic Cancer and this repository shares my story. I also will be writing stories about her and daily journal entries on how I'm feeling after the painful loss.

xmindflow /SSL-contrastive

[ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

JDBLab /Pancreas_ductal_scRNAseq

The following repository contains code for all scRNAseq analysis and visualization performed in the paper: Single cell resolution analysis of the human pancreatic ductal progenitor cell niche

IvanKuchin /pancreas_segmentation

Tensorflow implementation of a 3D-CNN U-net with Grid Attention and DSV for pancreas segmentation trained on CT-82.

perceivelab /Transformer-IPMN

Official PyTorch implementation for paper: "Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images"

perceivelab /panknet

The official PyTorch implementation for paper "Hierarchical 3D Feature Learning for Pancreas Segmentation"

mcanouil /insane

An Interactive Web Application for Quality Control and Analysis of Insulin Secretion from Pancreatic Beta Cells.

ParkerLab /2021_islet-rfx6

Code for Walker, Saunders, Rai et al., (2021).

NUBagciLab /Cyst-X

Cyst-X

ansohn88 /MIPCL

Code repository for paper: "A deep learning model to triage and predict adenocarcinoma on pancreas cytology whole slide imaging"

Kafri-Lab /Cell-3D-Image-Analysis

Measure Cell Size in 3D

PBPath /JournalWatchPBPath

Journal Watch for PBPath.org

adavradou /Pancreas-detection-YOLOv4

The YOLOv4 is used for pancreas detection on CT-scans.

MarkusHoenig /Segmentation-Tool

Segmentation tool that segments 3D medical images using CNNs. Trained on CT-images of the pathological pancreas with Caffe.

dmandache /IMPERANDI

Python CLI that turns heterogeneous DICOM archives into analysis-ready CT/MR cohorts: NIfTI conversion, TotalSegmentator segmentation, contrast-phase curation, registration, PyRadiomics, QC viewer

pathologyatlas /pancreas-solid-pseudopapillary

Pancreas Solid Pseudopapillary Neoplasm - Pankreas Solid Psödopapiller Neoplazm

codiceviola /codiceviola

💜 Codice Viola is committed to improving the survival and quality of life of patients with pancreatic adenocarcinoma

bdeeps /pancreasclear

How does the pancreas work? An interactive, open-source explainer. Glassbox No. 038.

pathologyatlas /pancreaticadenocarcinoma

Pancreatic Adenocarcinoma - Pankreas Adenokarsinomu