模型 51
MahmoodLab/CONCH
\[Journal Link\] | \[Open Access Read Link\] | \[Github Repo\] | \[Cite\]
MahmoodLab/conchv1_5
CONCHv1_5 is based on the CONCH model, a vision-language model pretrained on 1.17 image/captions in histopathology. CONCHv1_5 is based on a…
project-lighter/ct_fm_feature_extractor
This model is a feature extractor for CT-FM, a model pre-trained using contrastive self-supervised learning on a huge dataset of 148,000 CT…
project-lighter/ct_fm_segresnet
This model is a SegResNet containing the weights of the pre-trained CT-FM, using contrastive self-supervised learning on a huge dataset of 1…
1aurent/swin_tiny_patch4_window7_224.CTransPath
A Swin Transformer image classification model. \ Trained on 15M histology patches from PAIP and TCGA.
jamesdolezal/CTransPath
This is the pretrained CTransPath model that accompanies the manuscript Transformer-based Unsupervised Contrastive Learning for Histopatholo…
egeozsoy/EndoViT
This section provides a quick start example for using the EndoViT model.
LGAI-EXAONE/EXAONEPath
[`Paper`] [`Github`] [`Model`] [`BibTeX`]
majiabo/GPFM
GPFM is a pathology foundation model based on ViT-L/14 (DINOv2 configuration) for extracting general visual features from histopathology til…
bioptimus/H-optimus-0
`H-optimus-0` is an open-source foundation model for histology, developed by Bioptimus. The model is a 1.1B parameter vision transformer tra…
bioptimus/H-optimus-1
`H-optimus-1` foundation model for histology, developed by Bioptimus.
bioptimus/H0-mini
`H0-mini` is a lightweight foundation model for histology developed by Owkin and Bioptimus.
histai/hibou-b
Hibou-B - a Foundational Vision Transformer for digital pathology pretrained on a private dataset using DINOv2 framework.
histai/hibou-L
Hibou-L - a Foundational Vision Transformer for digital pathology pretrained on a 1.2B image private dataset using DINOv2 framework.
1aurent/vit_base_patch16_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_base_patch8_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_large_patch14_reg4_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_small_patch16_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
1aurent/vit_small_patch8_224.kaiko_ai_towards_large_pathology_fms
url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQc7_xZpGOfQT7sxKwf2w5lL4GAq6IX_CbTzP1NGeenzA&s" image = Image.open(io.BytesIO(r…
Astaxanthin/KEEP
model = AutoModel.from_pretrained("Astaxanthin/KEEP", trust_remote_code=True) tokenizer = AutoTokenizer.from_pretrained("Astaxanthin/KEEP",…
1aurent/vit_small_patch16_224.lunit_dino
A Vision Transformer (ViT) image classification model. \ Trained on 33M histology patches from various pathology datasets.
1aurent/vit_small_patch8_224.lunit_dino
A Vision Transformer (ViT) image classification model. \ Trained on 33M histology patches from various pathology datasets.
GoodBaiBai88/M3D-CLIP
M3D-CLIP is one of the works in the M3D series. It is a 3D medical CLIP model that aligns vision and language through contrastive loss on th…
MahmoodLab/madeleine
Welcome to the official HuggingFace repository of the ECCV 2024 paper, "Multistain Pretraining for Slide Representation Learning in Patholog…
TencentMedicalNet/MedicalNet-Resnet18
This repository contains a Pytorch implementation of Med3D: Transfer Learning for 3D Medical Image Analysis. Many studies have shown that th…
TencentMedicalNet/MedicalNet-Resnet50
This repository contains a Pytorch implementation of Med3D: Transfer Learning for 3D Medical Image Analysis. Many studies have shown that th…
stanfordmimi/Merlin
[[image]](https://doi.org/10.1038/s41586-026-10181-8) [[image]](https://pypi.org/project/merlin-vlm/)
kaiko-ai/midnight
Midnight - Training State-of-the-Art Pathology Foundation Models with Orders of Magnitude Less Data
Wangyh/mSTAR
model = timm.create_model( 'hf-hub:Wangyh/mSTAR', pretrained=True, init_values=1e-5, dynamic_img_size=True ) transform = transforms.Compose(…
xiangjx/musk
Jinxi Xiang‡, Xiyue Wang‡, Xiaoming Zhang, Yinghua Xi, Feyisope Eweje, Yijiang Chen, Yuchen Li, Colin Bergstrom, Matthew Gopaulchan, Ted Kim…