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Search results for python whole slide image

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16 search results found

Dsmil Wsi ⭐ 224

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

Pathology Whole Slide Data ⭐ 69

A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.

Re Stained_wsis_registration ⭐ 25

Re-stained whole slide image alignment

Wsidicom ⭐ 25

Python package for reading DICOM WSI file sets.

WSI classification

Fast Wsi Prediction ⭐ 19

Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.

The code for Kernel attention transformer (KAT)

Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch

The implementation of AdvMIL (Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images), accepted by MedIA

Opentile ⭐ 11

Python library for reading tiles from wsi tiff-files.

Demo_wsi_superres ⭐ 8

WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.

You Only Look Cytopathology Once ⭐ 8

Codes available of a paper: An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Location Deep Features.

Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023

Pricai18_mvf Cascnn ⭐ 6

The implementation of our pricai18 paper "Multiple Visual Fields Cascaded Convolutional Neural Network for Breast Cancer Detection."

Mlmi19_wsi Net ⭐ 6

The implementation of our MLMI19 oral paper "WSI-Net: Branch-based and Hierarchy-aware Network for Segmentation and Classification of Breast Histopathological Whole-slide Images."

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