Michael Drage

Assistant Professor

Massachusetts General Hospital

United States

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Michael Drage is an Assistant Professor at Massachusetts General Hospital in the United States. His research focuses on the intersection of artificial intelligence and oncology, with recent articles exploring topics such as the characterization of lymphocytic esophagitis in Crohn's disease and the application of AI in quantifying nuclear morphology in various cancers. His work aims to enhance prognostic predictions and understanding of tumor microenvironments through innovative digital pathology techniques.

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2025

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2022

Collaborators (3)

Giuseppe Mazzarella

Università Federico II

ITALY

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Michael Giacomelli

Assistant Professor

University of Rochester

UNITED STATES

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Jan‐Henning Klusmann

GERMANY

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Michael Drage

Research Interests

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About

Articles (20)

Clinicopathological and immunophenotypical characterisation of lymphocytic oesophagitis in adults with Crohn's disease

AI powered quantification of nuclear morphology in cancers enables prediction of genome instability and prognosis

Artificial intelligence-based prediction of Oncotype DX Score from whole slide images using human-interpretable features and breast biomarkers

Deep-learning quantified cell-type-specific nuclear morphology predicts genomic instability and prognosis in multiple cancer types

Digital pathology models reveal case-specific characteristics of the tumor microenvironment

Rapid clearing and imaging of Mohs and melanoma surgical margins using a low-cost tissue processor

AI analysis of histological images accurately identifies luminal subtype urothelial carcinomas characterized by high PPARG expression

AI-based quantitation of cancer cell and fibroblast nuclear morphology reflects transcriptomic heterogeneity and predicts survival in breast cancer

Artificial Intelligence Enables Quantitative Assessment of Ulcerative Colitis Histology

Artificial intelligence (AI)-based classification of stromal subtypes reveals associations between stromal composition and prognosis in NSCLC

Characterization of naked mole‐rat hematopoiesis reveals unique stem and progenitor cell patterns and neotenic traits

Characterization of naked mole-rat hematopoiesis reveals unique stem and progenitor cell patterns and neotenic traits

Hypermucinous, Goblet Cell-Deficient and Crypt Cell Dysplasias in Inflammatory Bowel Disease are Often Associated with Flat/Invisible Endoscopic Appearance and Advanced Neoplasia on Follow-Up

Hypermucinous, Goblet Cell-Deficient and Crypt Cell Dysplasias in Inflammatory Bowel Disease are Often Associated with Flat/Invisible Endoscopic Appearance and Advanced Neoplasia on Follow-Up

Modulation of the Human Pancreatic Ductal Adenocarcinoma Immune Microenvironment by Stereotactic Body Radiotherapy

By Hook or by Crook Diagnosing an Unusual Hepatic Lesion

Development of an Orthotopic Murine Model of Rectal Cancer in Conjunction With Targeted Short-Course Radiation Therapy

Gluten Induces Subtle Histological Changes in Duodenal Mucosa of Patients with Non-Coeliac Gluten Sensitivity: A Multicentre Study

Interobserver agreement in the diagnosis of anal dysplasia: comparison between gastrointestinal and gynaecological pathologists and utility of consensus conferences

Presence of Tim3(+) and PD-1(+) CD8(+) T cells identifies microsatellite stable colorectal carcinomas with immune exhaustion and distinct clinicopathological features

Collaborators (3)

Giuseppe Mazzarella

Michael Giacomelli

Jan‐Henning Klusmann

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