Lxltxpku

Lxltxpku's Stars

• scutan90/DeepLearning-500-questions

  深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

  Language:JavaScript55.1k15.9k

• mahmoodlab/CONCH

  A vision-language foundation model for computational pathology - Nature Medicine

  Language:Python29423

• mahmoodlab/TITAN

  Multimodal Whole Slide Foundation Model for Pathology

  Language:Jupyter Notebook12713

• nadeemlab/DeepLIIF

  Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

  Language:Python18267

• aws-samples/aws-mlu-explain

  Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/

  Language:JavaScript63889

• ksugar/qupath-extension-sam

  QuPath extension for Segment Anything Model (SAM)

  Language:Java9315

• MWod/DeeperHistReg

  DeeperHistReg - Source Code

  Language:Jupyter Notebook373

• theislab/single-cell-transformer-papers

  Language:HTML28535

• linhandev/dataset

  医学影像数据集列表 『An Index for Medical Imaging Datasets』

  2.8k380

• AI4SCR/VirtualMultiplexer

  A generative toolkit to translate H&E images to multiplexed IHC

  Language:Jupyter Notebook312

• SH-Diao123/NPC-diagnosis-based-on-deep-learnig

  Computer Aided Pathological Diagnosis of Nasopharyngeal Carcinoma Based on Deep Learning

  Language:Python41

• fightingkitty/Unpaired-Stain-Transfer-using-Pathology-Consistent-Constrained-Generative-Adversarial-Networks

  221

• hms-dbmi/CHIEF

  Clinical Histopathology Imaging Evaluation Foundation Model

  Language:Python50375

• microsoft/LLaVA-Med

  Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

  Language:Python1.6k204

• fedshyvana/pathology_mllm_training

  Language:Python8213

• openmedlab/PathoDuet

  Language:Python1879

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.4k1.7k

• BiomedSciAI/histocartography

  A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

  Language:Python24457

• stardist/stardist

  StarDist - Object Detection with Star-convex Shapes

  Language:Python953223

• TissueImageAnalytics/tiatoolbox

  Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

  Language:Python39182

• GlastonburyC/RNAPath

  Self-supervised representation learning combining GTEx histology, RNA-seq and WGS

  Language:Python225

• prov-gigapath/prov-gigapath

  Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data

  Language:Python44862

• dmmoon/PathoRICH

  Language:Python63

• TIO-IKIM/CellViT

  CellViT: Vision Transformers for Precise Cell Segmentation and Classification

  Language:Python25043

• MSKCC-Computational-Pathology/MIL-nature-medicine-2019

  Language:Python342105

• Srijay/SynCLay-Framework

  Language:Python81

• deroneriksson/python-wsi-preprocessing

  Python Whole Slide Image Preprocessing

  Language:Python27391

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python6k1.1k

• lhaof/NuSeg

  Official code implementation for paper 'Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework'

  101

• qinghezeng/ABRS-P

  Deep learning predicts sensitivity to atezolizumab-bevacizumab from digital slides of liver cancer

  Language:Python81