Local-to-global spatial learning for whole-slide image representation and classification

Transformers in Vision: A Survey

(2022) Salman Khan et al.   ACM COMPUTING SURVEYS

A Survey on Vision Transformer

(2022) Kai Han et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

CAN3D: Fast 3D medical image segmentation via compact context aggregation

(2022) Wei Dai et al.   MEDICAL IMAGE ANALYSIS

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

(2022) Niccolò Marini et al.   npj Digital Medicine

A framework for falsifiable explanations of machine learning models with an application in computational pathology

(2022) David Schuhmacher et al.   MEDICAL IMAGE ANALYSIS

TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma

(2022) Yuhang Zhou et al.   MEDICAL IMAGE ANALYSIS

Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation

(2022) Camila González et al.   MEDICAL IMAGE ANALYSIS

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

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

Metaparametric Neural Networks for Survival Analysis

(2021) Fabio Luis De Mello et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval

(2020) Yushan Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

(2020) Khan Muhammad et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem

(2019) Ruwan Tennakoon et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Histopathological Whole Slide Image Analysis Using Context-Based CBIR

(2018) Yushan Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension

(2018) Liping Xie et al.   IEEE Transactions on Neural Networks and Learning Systems

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION