Christopher P. Bridge

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

Surface Registration

Monogenic Signal

Top Venues

Medical Image Anal.

J. Digit. Imaging

Publications

Felix J. Dorfner, Liv Jürgensen, Leonhard Donle, Fares Al Mohamad, Tobias R. Bodenmann, Mason C. Cleveland, Felix Busch, Lisa C. Adams, James Sato, Thomas Schultz, Albert E. Kim, Jameson Merkow, Keno K. Bressem, Christopher P. Bridge
Is Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports. CoRR (2024)
Gregory Buti, Ali Ajdari, Christopher P. Bridge, Gregory C. Sharp, Thomas Bortfeld
Diffusion tensor transformation for personalizing target volumes in radiation therapy. Medical Image Anal. 97 (2024)
Satvik Tripathi, Liam Mutter, Meghana Muppuri, Suhani Dheer, Emiliano Garza-Frias, Komal Awan, Aakash Jha, Michael Dezube, Azadeh Tabari, Christopher P. Bridge, Dania Daye
PRECISE Framework: GPT-based Text For Improved Readability, Reliability, and Understandability of Radiology Reports For Patient-Centered Care. CoRR (2024)
Tiago Gonçalves, Dagoberto Pulido-Arias, Julian Willett, Katharina Viktoria Hoebel, Mason C. Cleveland, Syed Rakin Ahmed, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Jaime S. Cardoso, Christopher P. Bridge, Albert E. Kim
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology. CoRR (2024)
Deepa Krishnaswamy, Balint Kovacs, Stefan Denner, Steven D. Pieper, David A. Clunie, Christopher P. Bridge, Tina Kapur, Klaus H. Maier-Hein, Andrey Fedorov
Automatic classification of prostate MR series type using image content and metadata. CoRR (2024)
Jameson Merkow, Arjun Soin, Jin Long, Joseph Paul Cohen, Smitha Saligrama, Christopher P. Bridge, Xiyu Yang, Stephen Kaiser, Steven Borg, Ivan Tarapov, Matthew P. Lungren
CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AI. MICCAI (3) (2023)
Deepa Krishnaswamy, Dennis Bontempi, Vamsi Thiriveedhi, Davide Punzo, David A. Clunie, Christopher P. Bridge, Hugo J. W. L. Aerts, Ron Kikinis, Andrey Fedorov
Enrichment of the NLST and NSCLC-Radiomics computed tomography collections with AI-derived annotations. CoRR (2023)
Katharina Viktoria Hoebel, Andréanne Lemay, John Peter Campbell, Susan Ostmo, Michael F. Chiang, Christopher P. Bridge, Matthew D. Li, Praveer Singh, Aaron S. Coyner, Jayashree Kalpathy-Cramer
A generalized framework to predict continuous scores from medical ordinal labels. CoRR (2023)
Katharina Hoebel, Christopher P. Bridge, Andréanne Lemay, Ken Chang, Jay B. Patel, Bruce Rosen, Jayashree Kalpathy-Cramer
Do I know this? segmentation uncertainty under domain shift. Medical Imaging: Image Processing (2022)
Christopher P. Bridge, Chris Gorman, Steven D. Pieper, Sean W. Doyle, Jochen K. Lennerz, Jayashree Kalpathy-Cramer, David A. Clunie, Andriy Fedorov, Markus D. Herrmann
Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology. J. Digit. Imaging 35 (6) (2022)
Katharina Hoebel, Christopher P. Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y. Huang, Jason Johnson, Albert E. Kim, K. Ina Ly, Ken Chang, Jay B. Patel, Marco Pinho, Tracy Batchelor, Bruce R. Rosen, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer
Is this good enough? On expert perception of brain tumor segmentation quality. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer
Improving the repeatability of deep learning models with Monte Carlo dropout. npj Digit. Medicine 5 (2022)
Vikash Gupta, Barbaros Selnur Erdal, Carolina Ramirez, Ralf Floca, Laurence Jackson, Brad W. Genereaux, Sidney Bryson, Christopher P. Bridge, Jens Kleesiek, Felix Nensa, Rickmer Braren, Khaled Younis, Tobias Penzkofer, Andreas Michael Bucher, Ming Melvin Qin, Gigon Bae, M. Jorge Cardoso, Sébastien Ourselin, Eric Kerfoot, Rahul Choudhury, Richard D. White, Tessa Cook, David Bericat, Matthew Lungren, Risto Haukioja, Haris Shuaib
Current State of Community-Driven Radiological AI Deployment in Medical Imaging. CoRR (2022)
Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer
Improving the repeatability of deep learning models with Monte Carlo dropout. CoRR (2022)
Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer
Monte Carlo dropout increases model repeatability. CoRR (2021)
Sharut Gupta, Praveer Singh, Ken Chang, Liangqiong Qu, Mehak Aggarwal, Nishanth Thumbavanam Arun, Ashwin Vaswani, Shruti Raghavan, Vibha Agarwal, Mishka Gidwani, Katharina Hoebel, Jay B. Patel, Charles Lu, Christopher P. Bridge, Daniel L. Rubin, Jayashree Kalpathy-Cramer
Addressing catastrophic forgetting for medical domain expansion. CoRR (2021)
Charles Lu, Ken Chang, Praveer Singh, Stuart R. Pomerantz, Sean Doyle, Sujay Kakarmath, Christopher P. Bridge, Jayashree Kalpathy-Cramer
Deploying clinical machine learning? Consider the following... CoRR (2021)
Hans Friedrich Stabenau, Christopher P. Bridge, Jonathan W. Waks
ECGAug: A novel method of generating augmented annotated electrocardiogram QRST complexes and rhythm strips. Comput. Biol. Medicine 134 (2021)
Christopher P. Bridge, Chris Gorman, Steven D. Pieper, Sean W. Doyle, Jochen K. Lennerz, Jayashree Kalpathy-Cramer, David A. Clunie, Andriy Fedorov, Markus D. Herrmann
Highdicom: A Python library for standardized encoding of image annotations and machine learning model outputs in pathology and radiology. CoRR (2021)
Kirti Magudia, Christopher P. Bridge, Katherine P. Andriole, Michael H. Rosenthal
The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications. J. Digit. Imaging 34 (6) (2021)
Davis M. Vigneault, Francisco Contijoch, Christopher P. Bridge, Katherine Lowe, Chelsea Jan, Elliot R. McVeigh
M-SiSSR: Regional Endocardial Function Using Multilabel Simultaneous Subdivision Surface Registration. FIMH (2021)
Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT. CoRR (2020)
Romane Gauriau, Christopher P. Bridge, Lina Chen, Felipe Kitamura, Neil A. Tenenholtz, John E. Kirsch, Katherine P. Andriole, Mark H. Michalski, Bernardo C. Bizzo
Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets. J. Digit. Imaging 33 (3) (2020)
Neil Deshmukh, Bernardo Bizzo, Selin Gumustop, Romane Gauriau, Varun Buch, Bradley Wright, Christopher P. Bridge, Ram C. Naidu, Katherine P. Andriole
Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. CoRR (2019)
Christopher P. Bridge, Michael H. Rosenthal, Bradley Wright, Gopal Kotecha, Florian J. Fintelmann, Fabian M. Troschel, Nityanand Miskin, Khanant Desai, William Wrobel, Ana Babic, Natalia Khalaf, Lauren Brais, Marisa Welch, Caitlin Zellers, Neil A. Tenenholtz, Mark Michalski, Brian Wolpin, Katherine P. Andriole
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Christopher P. Bridge, Michael H. Rosenthal, Bradley Wright, Gopal Kotecha, Florian J. Fintelmann, Fabian M. Troschel, Nityanand Miskin, Khanant Desai, William Wrobel, Ana Babic, Natalia Khalaf, Lauren Brais, Marisa Welch, Caitlin Zellers, Neil A. Tenenholtz, Mark Michalski, Brian Wolpin, Katherine P. Andriole
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks. CoRR (2018)
Christopher P. Bridge, Christos Ioannou, J. Alison Noble
Automated annotation and quantitative description of ultrasound videos of the fetal heart. Medical Image Anal. 36 (2017)
Christopher P. Bridge, Christos Ioannou, J. Alison Noble
Localizing Cardiac Structures in Fetal Heart Ultrasound Video. MLMI@MICCAI (2017)
Vaanathi Sundaresan, Christopher P. Bridge, Christos Ioannou, J. Alison Noble
Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks. ISBI (2017)
Weilin Huang, Christopher P. Bridge, J. Alison Noble, Andrew Zisserman
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. CoRR (2017)
Weilin Huang, Christopher P. Bridge, J. Alison Noble, Andrew Zisserman
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. MICCAI (2) (2017)
Christopher P. Bridge
Introduction To The Monogenic Signal. CoRR (2017)
Mohammad Ali Maraci, Christopher P. Bridge, Raffaele Napolitano, Aris Papageorghiou, J. Alison Noble
A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat. Medical Image Anal. 37 (2017)
Christopher P. Bridge, J. Alison Noble
Object localisation in fetal ultrasound images using invariant features. ISBI (2015)