Alternatives and similar repositories for AttentionDeepMIL

Users that are interested in AttentionDeepMIL are comparing it to the libraries listed below

• utayao / Atten_Deep_MIL
  Attention-based Deep MIL implementation and application
  ☆157Updated 4 years ago
• Peter554 / StainTools
  Tools for tissue image stain normalisation and augmentation in Python 3
  ☆348Updated 4 years ago
• binli123 / dsmil-wsi
  DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
  ☆450Updated last year
• MSKCC-Computational-Pathology / MIL-nature-medicine-2019
  ☆346Updated 4 years ago
• szc19990412 / TransMIL
  TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
  ☆452Updated last year
• basveeling / pcam
  The PatchCamelyon (PCam) deep learning classification benchmark.
  ☆515Updated last year
• vqdang / hover_net
  Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
  ☆678Updated 2 years ago
• mahmoodlab / HIPT
  Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
  ☆602Updated last year
• xu-ji / IIC
  Invariant Information Clustering for Unsupervised Image Classification and Segmentation
  ☆894Updated 5 years ago
• mahmoodlab / CLAM
  Open source tools for computational pathology - Nature BME
  ☆1,563Updated 8 months ago
• deroneriksson / python-wsi-preprocessing
  Python Whole Slide Image Preprocessing
  ☆299Updated 3 years ago
• zizhaozhang / nmi-wsi-diagnosis
  Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
  ☆131Updated 6 years ago
• kazuto1011 / grad-cam-pytorch
  PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
  ☆801Updated 5 years ago
• mahmoodlab / PathomicFusion
  Fusing Histology and Genomics via Deep Learning - IEEE TMI
  ☆330Updated 3 years ago
• MECLabTUDA / M3d-Cam
  Generation of 3D/ 2D attention maps for both classification and segmentation
  ☆328Updated 5 months ago
• arjunvekariyagithub / camelyon16-grand-challenge
  Implementation of Camelyon'16 grand challenge
  ☆183Updated 6 years ago
• BMIRDS / deepslide
  Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…
  ☆511Updated last year
• MrGiovanni / ModelsGenesis
  [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis
  ☆773Updated 6 months ago
• ozan-oktay / Attention-Gated-Networks
  Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
  ☆2,033Updated 5 years ago
• xtarx / StainGAN
  ☆69Updated 4 years ago
• mahmoodlab / NucleiSegmentation
  cGAN-based Multi Organ Nuclei Segmentation
  ☆195Updated 3 years ago
• zhirongw / lemniscate.pytorch
  Unsupervised Feature Learning via Non-parametric Instance Discrimination
  ☆757Updated 4 years ago
• wanghao14 / Stain_Normalization
  Some stain normalization code
  ☆94Updated 3 years ago
• JunMa11 / MedUncertainty
  Uncertainty in Medical Image Analysis
  ☆318Updated 4 years ago
• sthalles / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
  ☆2,476Updated last year
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆813Updated last year
• rsummers11 / CADLab
  Imaging Biomarkers and Computer-Aided Diagnosis Laboratory
  ☆457Updated last year
• clcarwin / focal_loss_pytorch
  A PyTorch Implementation of Focal Loss.
  ☆991Updated 6 years ago
• ramprs / grad-cam
  [ICCV 2017] Torch code for Grad-CAM
  ☆1,622Updated 3 years ago
• SimonKohl / probabilistic_unet
  A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
  ☆562Updated 2 years ago