Head CT deep learning model is highly accurate for early infarct estimation
Gauriau, Romane, Bizzo, Bernardo C., Comeau, Donnella S., Hillis, James M., Bridge, Christopher P., Chin, John K., Pawar, Jayashri, Pourvaziri, Ali, Sesic, Ivana, Sharaf, Elshaimaa, Cao, Jinjin, Noro, Flavia T. C., Wiggins, Walter F., Caton, M. Travis, Kitamura, Felipe, Dreyer, Keith J., Kalafut, John F., Andriole, Katherine P., Pomerantz, Stuart R., Gonzalez, Ramon G., Lev, Michael H.
Published in Scientific reports (05.01.2023)
Published in Scientific reports (05.01.2023)
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Journal Article
Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging
Bridge, Christopher P., Bizzo, Bernardo C., Hillis, James M., Chin, John K., Comeau, Donnella S., Gauriau, Romane, Macruz, Fabiola, Pawar, Jayashri, Noro, Flavia T. C., Sharaf, Elshaimaa, Straus Takahashi, Marcelo, Wright, Bradley, Kalafut, John F., Andriole, Katherine P., Pomerantz, Stuart R., Pedemonte, Stefano, González, R. Gilberto
Published in Scientific reports (09.02.2022)
Published in Scientific reports (09.02.2022)
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Journal Article
From Machine Learning to Patient Outcomes: A Comprehensive Review of AI in Pancreatic Cancer
Tripathi, Satvik, Tabari, Azadeh, Mansur, Arian, Dabbara, Harika, Bridge, Christopher P, Daye, Dania
Published in Diagnostics (Basel) (01.01.2024)
Published in Diagnostics (Basel) (01.01.2024)
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Journal Article
Improving the repeatability of deep learning models with Monte Carlo dropout
Lemay, Andreanne, Hoebel, Katharina, Bridge, Christopher P., Befano, Brian, De Sanjosé, Silvia, Egemen, Didem, Rodriguez, Ana Cecilia, Schiffman, Mark, Campbell, John Peter, Kalpathy-Cramer, Jayashree
Published in NPJ digital medicine (18.11.2022)
Published in NPJ digital medicine (18.11.2022)
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Journal Article
Enrichment of lung cancer computed tomography collections with AI-derived annotations
Krishnaswamy, Deepa, Bontempi, Dennis, Thiriveedhi, Vamsi Krishna, Punzo, Davide, Clunie, David, Bridge, Christopher P., Aerts, Hugo J. W. L., Kikinis, Ron, Fedorov, Andrey
Published in Scientific data (04.01.2024)
Published in Scientific data (04.01.2024)
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Journal Article
Population-Scale CT-based Body Composition Analysis of a Large Outpatient Population Using Deep Learning to Derive Age-, Sex-, and Race-specific Reference Curves
Magudia, Kirti, Bridge, Christopher P, Bay, Camden P, Babic, Ana, Fintelmann, Florian J, Troschel, Fabian M, Miskin, Nityanand, Wrobel, William C, Brais, Lauren K, Andriole, Katherine P, Wolpin, Brian M, Rosenthal, Michael H
Published in Radiology (01.02.2021)
Published in Radiology (01.02.2021)
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Journal Article
Automated annotation and quantitative description of ultrasound videos of the fetal heart
Bridge, Christopher P., Ioannou, Christos, Noble, J. Alison
Published in Medical image analysis (01.02.2017)
Published in Medical image analysis (01.02.2017)
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Journal Article
Diffusion tensor transformation for personalizing target volumes in radiation therapy
Buti, Gregory, Ajdari, Ali, Bridge, Christopher P., Sharp, Gregory C., Bortfeld, Thomas
Published in Medical image analysis (01.10.2024)
Published in Medical image analysis (01.10.2024)
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Journal Article
Multilevel Body Composition Analysis on Chest Computed Tomography Predicts Hospital Length of Stay and Complications After Lobectomy for Lung Cancer: A Multicenter Study
Best, Till D, Mercaldo, Sarah F, Bryan, Darren S, Marquardt, Jan Peter, Wrobel, Maria M, Bridge, Christopher P, Troschel, Fabian M, Javidan, Cylen, Chung, Jonathan H, Muniappan, Ashok, Bhalla, Sanjeev, Meyers, Bryan F, Ferguson, Mark K, Gaissert, Henning A, Fintelmann, Florian J
Published in Annals of surgery (01.05.2022)
Published in Annals of surgery (01.05.2022)
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Journal Article
Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports
Dorfner, Felix J, Jürgensen, Liv, Donle, Leonhard, Al Mohamad, Fares, Bodenmann, Tobias R, Cleveland, Mason C, Busch, Felix, Adams, Lisa C, Sato, James, Schultz, Thomas, Kim, Albert E, Merkow, Jameson, Bressem, Keno K, Bridge, Christopher P
Published in Radiology (01.10.2024)
Published in Radiology (01.10.2024)
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Journal Article
Utility of Normalized Body Composition Areas, Derived From Outpatient Abdominal CT Using a Fully Automated Deep Learning Method, for Predicting Subsequent Cardiovascular Events
Magudia, Kirti, Bridge, Christopher P, Bay, Camden P, Farah, Subrina, Babic, Ana, Fintelmann, Florian J, Brais, Lauren K, Andriole, Katherine P, Wolpin, Brian M, Rosenthal, Michael H
Published in American journal of roentgenology (1976) (01.02.2023)
Published in American journal of roentgenology (1976) (01.02.2023)
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Journal Article
Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT
Robinson-Weiss, Cory, Patel, Jay, Bizzo, Bernardo C, Glazer, Daniel I, Bridge, Christopher P, Andriole, Katherine P, Dabiri, Borna, Chin, John K, Dreyer, Keith, Kalpathy-Cramer, Jayashree, Mayo-Smith, William W
Published in Radiology (01.02.2023)
Published in Radiology (01.02.2023)
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Journal Article
Evaluating frailty, mortality, and complications associated with metastatic spine tumor surgery using machine learning-derived body composition analysis
Massaad, Elie, Bridge, Christopher P, Kiapour, Ali, Fourman, Mitchell S, Duvall, Julia B, Connolly, Ian D, Hadzipasic, Muhamed, Shankar, Ganesh M, Andriole, Katherine P, Rosenthal, Michael, Schoenfeld, Andrew J, Bilsky, Mark H, Shin, John H
Published in Journal of neurosurgery. Spine (01.08.2022)
Published in Journal of neurosurgery. Spine (01.08.2022)
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Journal Article
Not without Context-A Multiple Methods Study on Evaluation and Correction of Automated Brain Tumor Segmentations by Experts
Hoebel, Katharina V, Bridge, Christopher P, Kim, Albert, Gerstner, Elizabeth R, Ly, Ina K, Deng, Francis, DeSalvo, Matthew N, Dietrich, Jorg, Huang, Raymond, Huang, Susie Y, Pomerantz, Stuart R, Vagvala, Saivenkat, Rosen, Bruce R, Kalpathy-Cramer, Jayashree
Published in Academic radiology (01.04.2024)
Published in Academic radiology (01.04.2024)
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Machine learning-based detection of sarcopenic obesity and association with adverse outcomes in patients undergoing surgical treatment for spinal metastases
Khalid, Syed I, Massaad, Elie, Kiapour, Ali, Bridge, Christopher P, Rigney, Grant, Burrows, Akeive, Shim, Jane, De la Garza Ramos, Rafael, Tobert, Daniel G, Schoenfeld, Andrew J, Williamson, Theresa, Shankar, Ganesh M, Shin, John H
Published in Journal of neurosurgery. Spine (01.03.2024)
Published in Journal of neurosurgery. Spine (01.03.2024)
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CASCADE: Context-Aware Data-Driven AI for Streamlined Multidisciplinary Tumor Board Recommendations in Oncology
Daye, Dania, Parker, Regina, Tripathi, Satvik, Cox, Meredith, Brito Orama, Sebastian, Valentin, Leonardo, Bridge, Christopher P, Uppot, Raul N
Published in Cancers (23.05.2024)
Published in Cancers (23.05.2024)
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