Translation of tissue-based artificial intelligence into clinical practice: from discovery to adoption

Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer

(2023) Sebastian Foersch et al.   NATURE MEDICINE

Artificial intelligence-based multi-omics analysis fuels cancer precision medicine

(2023) Xiujing He et al.   SEMINARS IN CANCER BIOLOGY

Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application

(2022) A. Echle et al.   ESMO Open

Natural Language Processing in Pathology: Current Trends and Future Insights

(2022) Pilar López-Úbeda et al.   AMERICAN JOURNAL OF PATHOLOGY

Clinical Validation of Artificial Intelligence–Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection

(2022) Patricia Raciti et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Clinical Trials and Digital Pathology—Toward Quantitative Therapeutic Immunohistochemistry and Tissue Hybridization

(2022) Manuel Salto-Tellez et al.   JAMA Oncology

Accurate Diagnosis and Survival Prediction of Bladder Cancer Using Deep Learning on Histological Slides

(2022) Qingyuan Zheng et al.   Cancers

Validation and real-world clinical application of an artificial intelligence algorithm for breast cancer detection in biopsies

(2022) Judith Sandbank et al.   npj Breast Cancer

Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts

(2022) Sarah Fremond et al.   Lancet Digital Health

Independent real‐world application of a clinical‐grade automated prostate cancer detection system

(2021) Leonard M Silva et al.   JOURNAL OF PATHOLOGY

1124O Prediction of distant relapse in patients with invasive breast cancer from deep learning models applied to digital pathology slides

(2021) I.J. Garberis et al.   ANNALS OF ONCOLOGY

A Means of Assessing Deep Learning-Based Detection of ICOS Protein Expression in Colon Cancer

(2021) Md Mostafa Kamal Sarker et al.   Cancers

Artificial Intelligence in Cardiovascular Imaging: “Unexplainable” Legal and Ethical Challenges?

(2021) Michael Lang et al.   CANADIAN JOURNAL OF CARDIOLOGY

Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning

(2020) Amelie Echle et al.   GASTROENTEROLOGY

Low‐contact and high‐interconnectivity pathology (LC&HI Path): post‐COVID19‐pandemic practice of pathology

(2020) Mark J Arends et al.   HISTOPATHOLOGY

A robust multiplex immunofluorescence and digital pathology workflow for the characterisation of the tumour immune microenvironment

(2020) Amélie Viratham Pulsawatdi et al.   Molecular Oncology

Artificial intelligence in digital pathology: A roadmap to routine use in clinical practice

(2019) Richard Colling 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

Deep learning-based classification of mesothelioma improves prediction of patient outcome

(2019) Pierre Courtiol et al.   NATURE MEDICINE

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

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Artificial intelligence-the third revolution in pathology

(2018) Manuel Salto-Tellez et al.   HISTOPATHOLOGY

Critical Appraisal of Programmed Death Ligand 1 Reflex Diagnostic Testing: Current Standards and Future Opportunities

(2018) Matthew P. Humphries et al.   Journal of Thoracic Oncology

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

Spatial Heterogeneity in the Tumor Microenvironment

(2016) Yinyin Yuan   Cold Spring Harbor Perspectives in Medicine

Immunohistochemistry should undergo robust validation equivalent to that of molecular diagnostics

(2015) Kelly Elliott et al.   JOURNAL OF CLINICAL PATHOLOGY

Digital pathology and image analysis in tissue biomarker research

(2014) Peter W. Hamilton et al.   METHODS

Opinion

(2012) Jason Y. Chan et al.   ADVANCES IN ANATOMIC PATHOLOGY

Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival

(2011) A. H. Beck et al.   Science Translational Medicine