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Christopher Bridge

Assistant Professor

Athinoula A. Martinos Center for Biomedical Imaging

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (20)

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2026

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Collaborators (9)

Sara Colantonio

Senior Researcher

Consiglio Nazionale delle Ricerche

ITALY

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Jayashree Kalpathy-Cramer

Professor

University of Colorado School of Medicine

UNITED STATES

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Deepa Krishnaswamy

Brigham and Women's Hospital

UNITED STATES

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Elies Fuster-Garcia

Full Professor

Universitat Politècnica de València

SPAIN

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Jesper Folsted Kallehauge

Aarhus University

DENMARK

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Manolis Tsiknakis

Professor

Hellenic Mediterranean University

GREECE

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Ana Sofia Castro Verde

Researcher

Champalimaud Foundation

PORTUGAL

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Sune Nørhøj Jespersen

VIP, Professor, Aarhus University

Aarhus University

DENMARK

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Rickmer Braren

Chair

University Medical Center Hamburg-Eppendorf

GERMANY

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Christopher Bridge

Research Interests

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Articles (20)

DBT-DINO: Toward Foundation Model–Based Analysis of Digital Breast Tomosynthesis

Towards Early Detection: AI-Based Five-Year Forecasting of Breast Cancer Risk Using Digital Breast Tomosynthesis Imaging

Investigating the potential of diffusion tensor atlases to generate anisotropic clinical tumor volumes in glioblastoma patients

A review of deep learning for brain tumor analysis in MRI.

Large language models as an academic resource for radiologists stepping into artificial intelligence research

Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases

Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences.

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance

Enrichment of lung cancer computed tomography collections with AI-derived annotations

Current State of Community-Driven Radiological AI Deployment in Medical Imaging.

Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports

Diffusion tensor transformation for personalizing target volumes in radiation therapy.

Integrating muscle fiber orientation from visible human data into radiotherapy target volumes.

CASCADE: Context-Aware Data-Driven AI for Streamlined Multidisciplinary Tumor Board Recommendations in Oncology.

No code machine learning: validating the approach on use-case for classifying clavicle fractures.

Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.

From Machine Learning to Patient Outcomes: A Comprehensive Review of AI in Pancreatic Cancer.

The influence of anisotropy on the clinical target volume of brain tumor patients.

Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology

Machine learning-based detection of sarcopenic obesity and association with adverse outcomes in patients undergoing surgical treatment for spinal metastases.

Collaborators (9)

Sara Colantonio

Jayashree Kalpathy-Cramer

Deepa Krishnaswamy

Elies Fuster-Garcia

Jesper Folsted Kallehauge

Manolis Tsiknakis

Ana Sofia Castro Verde

Sune Nørhøj Jespersen

Rickmer Braren

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