Multiple instance learning-based two-stage metric learning network for whole slide image classification

MTCNN++: A CNN-based face detection algorithm inspired by MTCNN

(2023) Soumya Suvra Khan et al.   VISUAL COMPUTER

A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches

(2022) Xintong Li et al.   ARTIFICIAL INTELLIGENCE REVIEW

A weakly supervised deep learning-based method for glioma subtype classification using WSI and mpMRIs

(2022) Wei-Wen Hsu et al.   Scientific Reports

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation

(2022) A. Ben Hamida et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Transformer-based unsupervised contrastive learning for histopathological image classification

(2022) Xiyue Wang et al.   MEDICAL IMAGE ANALYSIS

Appropriate grape color estimation based on metric learning for judging harvest timing

(2022) Tatsuyoshi Amemiya et al.   VISUAL COMPUTER

Histopathology classification and localization of colorectal cancer using global labels by weakly supervised deep learning

(2021) Changjiang Zhou et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Data-efficient and weakly supervised computational pathology on whole-slide images

(2021) Ming Y. Lu et al.   Nature Biomedical Engineering

AI-based pathology predicts origins for cancers of unknown primary

(2021) Ming Y. Lu et al.   NATURE

Transfer learning-assisted multi-resolution breast cancer histopathological images classification

(2021) Nouman Ahmad et al.   VISUAL COMPUTER

Deep learning trained on hematoxylin and eosin tumor region of Interest predicts HER2 status and trastuzumab treatment response in HER2+ breast cancer

(2021) Saman Farahmand et al.   MODERN PATHOLOGY

Weakly-supervised learning for lung carcinoma classification using deep learning

(2020) Fahdi Kanavati et al.   Scientific Reports

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks

(2020) Jiawen Yao et al.   MEDICAL IMAGE ANALYSIS

Deep neural network models for computational histopathology: A survey

(2020) Chetan L. Srinidhi et al.   MEDICAL IMAGE ANALYSIS

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

End-to-end deep metric network for visual tracking

(2019) Shengjing Tian et al.   VISUAL COMPUTER

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

(2019) Xi Wang et al.   IEEE Transactions on Cybernetics

Revisiting multiple instance neural networks

(2018) Xinggang Wang et al.   PATTERN RECOGNITION

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Whole-slide Imaging

(2012) Toby C. Cornish et al.   ADVANCES IN ANATOMIC PATHOLOGY