Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer

Deep learning approach to predict lymph node metastasis directly from primary tumor histology in prostate cancer

(2021) Frederik Wessels et al.   BJU INTERNATIONAL

Breast adipocyte size associates with ipsilateral invasive breast cancer risk after ductal carcinoma in situ

(2021) Mathilde M. M. Almekinders et al.   npj Breast Cancer

Artificial Intelligence–based Detection of FGFR3 Mutational Status Directly from Routine Histology in Bladder Cancer: A Possible Preselection for Molecular Testing?

(2021) Chiara Maria Lavinia Loeffler et al.   European Urology Focus

The impact of site-specific digital histology signatures on deep learning model accuracy and bias

(2021) Frederick M. Howard et al.   Nature Communications

Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology

(2021) Peter Leonard Schrammen et al.   JOURNAL OF PATHOLOGY

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

(2020) Ole-Johan Skrede et al.   LANCET

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

(2020) Amelie Echle et al.   GASTROENTEROLOGY

Development of AI-based pathology biomarkers in gastrointestinal and liver cancer

(2020) Jakob N. Kather et al.   Nature Reviews Gastroenterology & Hepatology

A deep learning model to predict RNA-Seq expression of tumours from whole slide images

(2020) Benoît Schmauch et al.   Nature Communications

Guidelines for clinical trials using artificial intelligence – SPIRIT‐AI and CONSORT‐AI

(2020) Clare McGenity et al.   JOURNAL OF PATHOLOGY

Deep learning in cancer pathology: a new generation of clinical biomarkers

(2020) Amelie Echle et al.   BRITISH JOURNAL OF CANCER

Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

(2020) Julien Calderaro et al.   GUT

Risk Stratification of T1 Colorectal Cancer Metastasis to Lymph Nodes: Current Status and Perspective

(2020) Katsuro Ichimasa et al.   Gut and Liver

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study

(2020) Rikiya Yamashita et al.   LANCET ONCOLOGY

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

(2020) Mart van Rijthoven et al.   MEDICAL IMAGE ANALYSIS

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

(2019) Jakob Nikolas Kather et al.   PLOS MEDICINE

Changes in lipids composition and metabolism in colorectal cancer: a review

(2019) Alicja Pakiet et al.   Lipids in Health and Disease

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

(2019) Jakob Nikolas Kather et al.   NATURE MEDICINE

Prediction of early colorectal cancer metastasis by machine learning using digital slide images

(2019) Manabu Takamatsu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Adipocyte-induced CD36 expression drives ovarian cancer progression and metastasis

(2018) Andras Ladanyi et al.   ONCOGENE

Deep learning based tissue analysis predicts outcome in colorectal cancer

(2018) Dmitrii Bychkov et al.   Scientific Reports

Automatic evaluation of tumor budding in immunohistochemically stained colorectal carcinomas and correlation to clinical outcome

(2018) Cleo-Aron Weis et al.   Diagnostic Pathology

Malignant colorectal polyps: endoscopic polypectomy and watchful waiting is not inferior to subsequent bowel resection. A nationwide propensity score-based analysis

(2018) Katarina Levic et al.   LANGENBECKS ARCHIVES OF SURGERY

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

Complementary ACSL isoforms contribute to a non-Warburg advantageous energetic status characterizing invasive colon cancer cells

(2017) Ruth Sánchez-Martínez et al.   Scientific Reports

QuPath: Open source software for digital pathology image analysis

(2017) Peter Bankhead et al.   Scientific Reports

Global patterns and trends in colorectal cancer incidence and mortality

(2016) Melina Arnold et al.   GUT

Interobserver variability amongst gastrointestinal pathologists in assessing prognostic parameters of malignant colorectal polyps: a cause for concern

(2016) A. Davenport et al.   Techniques in Coloproctology

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Area of Submucosal Invasion and Width of Invasion Predicts Lymph Node Metastasis in pT1 Colorectal Cancers

(2015) Eu-Wing Toh et al.   DISEASES OF THE COLON & RECTUM

Increased expression of fatty acid synthase provides a survival advantage to colorectal cancer cells via upregulation of cellular respiration

(2015) Yekaterina Y. Zaytseva et al.   Oncotarget

Objective Criteria for Crohn-like Lymphoid Reaction in Colorectal Cancer

(2013) Hideki Ueno et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

Cellular Fatty Acid Metabolism and Cancer

(2013) Erin Currie et al.   Cell Metabolism

Predicting lymph node metastasis in pT1 colorectal cancer: a systematic review of risk factors providing rationale for therapy decisions

(2013) Steven Bosch et al.   ENDOSCOPY

Impact of the UK colorectal cancer screening pilot studies on incidence, stage distribution and mortality trends

(2012) Paula L. McClements et al.   Cancer Epidemiology

Adipocytes promote ovarian cancer metastasis and provide energy for rapid tumor growth

(2011) Kristin M Nieman et al.   NATURE MEDICINE

A Review of the Most Promising Biomarkers in Colorectal Cancer: One Step Closer to Targeted Therapy

(2010) V. Deschoolmeester et al.   ONCOLOGIST

Pathologic Predictors of Microsatellite Instability in Colorectal Cancer

(2008) Joel K. Greenson et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY