Digital Pathology: Advantages, Limitations and Emerging Perspectives

Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

(2020) Ole-Johan Skrede et al.   LANCET

Artificial intelligence for diagnosis and grading of prostate cancer in biopsies: a population-based, diagnostic study

(2020) Peter Ström et al.   LANCET ONCOLOGY

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

(2020) Wouter Bulten et al.   LANCET ONCOLOGY

Emerging role of deep learning‐based artificial intelligence in tumor pathology

(2020) Yahui Jiang et al.   Cancer Communications

Validation of a digital pathology system including remote review during the COVID-19 pandemic

(2020) Matthew G. Hanna et al.   MODERN PATHOLOGY

Rocky road to digital diagnostics: implementation issues and exhilarating experiences

(2020) Nikolaos Stathonikos et al.   JOURNAL OF CLINICAL PATHOLOGY

Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis

(2020) Ayesha S Azam et al.   JOURNAL OF CLINICAL PATHOLOGY

Implementation of Digital Pathology Offers Clinical and Operational Increase in Efficiency and Cost Savings

(2019) Matthew G. Hanna et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Being fully digital: Perspective of a Dutch academic pathology lab

(2019) Nikolas Stathonikos et al.   HISTOPATHOLOGY

Maintaining quality diagnosis with digital pathology: a practical guide to ISO 15189 accreditation

(2019) Bethany Jill Williams et al.   JOURNAL OF CLINICAL PATHOLOGY

Computational Pathology Definitions, Best Practices, and Recommendations for Regulatory Guidance: A White Paper from the Digital Pathology Association

(2019) Esther Abels et al.   JOURNAL OF PATHOLOGY

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

(2019) Gabriele Campanella et al.   NATURE MEDICINE

BACH: Grand challenge on breast cancer histology images

(2019) Guilherme Aresta et al.   MEDICAL IMAGE ANALYSIS

Practical guide to training and validation for primary diagnosis with digital pathology

(2019) Bethany Jill Williams et al.   JOURNAL OF CLINICAL PATHOLOGY

Automated and Manual Quantification of Tumour Cellularity in Digital Slides for Tumour Burden Assessment

(2019) Shazia Akbar et al.   Scientific Reports

Comparison of a Medical-Grade Monitor vs Commercial Off-the-Shelf Display for Mitotic Figure Enumeration and Small Object (Helicobacter pylori) Detection

(2018) Andrew P Norgan et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

International validation of the consensus Immunoscore for the classification of colon cancer: a prognostic and accuracy study

(2018) Franck Pagès et al.   LANCET

Machine Learning Methods for Histopathological Image Analysis

(2018) Daisuke Komura et al.   Computational and Structural Biotechnology Journal

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

(2018) David F. Steiner et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

Leitfaden des Bundesverbandes Deutscher Pathologen „Digitale Pathologie in der Diagnostik – Befunderstellung an digitalen Bildern“

(2018) G. Haroske et al.   PATHOLOGE

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

An Advanced Deep Learning Approach for Ki-67 Stained Hotspot Detection and Proliferation Rate Scoring for Prognostic Evaluation of Breast Cancer

(2017) Monjoy Saha et al.   Scientific Reports

Evaluating the Visualization of What a Deep Neural Network Has Learned

(2017) Wojciech Samek et al.   IEEE Transactions on Neural Networks and Learning Systems

Digital pathology in clinical use: where are we now and what is holding us back?

(2016) Jon Griffin et al.   HISTOPATHOLOGY

International Clinical Guidelines for the Adoption of Digital Pathology: A Review of Technical Aspects

(2016) Marcial García-Rojo   PATHOBIOLOGY

Impacts of a Large Decentralized Telepathology Network in Canada

(2016) Guy Pare et al.   Telemedicine and e-Health

Impacts of a Large Decentralized Telepathology Network in Canada

(2016) Guy Pare et al.   Telemedicine and e-Health

Quantification of Human Epidermal Growth Factor Receptor 2 Immunohistochemistry Using the Ventana Image Analysis System

(2015) Jake Dennis et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

Whole slide imaging: uses and limitations for surgical pathology and teaching

(2015) Bf Boyce   BIOTECHNIC & HISTOCHEMISTRY

Validation of digital pathology imaging for primary histopathological diagnosis

(2015) David R J Snead et al.   HISTOPATHOLOGY

The Eastern Québec Telepathology Network: a three-year experience of clinical diagnostic services

(2015) Bernard Têtu et al.   Diagnostic Pathology

Effect of Display Resolution on Time to Diagnosis with Virtual Pathology Slides in a Systematic Search Task

(2014) Rebecca Randell et al.   JOURNAL OF DIGITAL IMAGING

One-class kernel subspace ensemble for medical image classification

(2014) Yungang Zhang et al.   EURASIP Journal on Advances in Signal Processing

Validating Whole Slide Imaging for Diagnostic Purposes in Pathology: Guideline from the College of American Pathologists Pathology and Laboratory Quality Center

(2013) Liron Pantanowitz et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Evaluation of Mitotic Activity Index in Breast Cancer Using Whole Slide Digital Images

(2013) Shaimaa Al-Janabi et al.   PLoS One

Observer Performance Using Virtual Pathology Slides: Impact of LCD Color Reproduction Accuracy

(2012) Elizabeth A. Krupinski et al.   JOURNAL OF DIGITAL IMAGING

Computer vision syndrome: a review of ocular causes and potential treatments

(2011) Mark Rosenfield   OPHTHALMIC AND PHYSIOLOGICAL OPTICS