Works by Bridge, Christopher P.

Results: 13

Muscle Loss Is Associated with Overall Survival in Patients with Metastatic Colorectal Cancer Independent of Tumor Mutational Status and Weight Loss.

Published in:

Oncologist, 2021, v. 26, n. 6, p. e963, doi. 10.1002/onco.13774

By:

Best, Till Dominik;
Roeland, Eric J.;
Horick, Nora K.;
Van Seventer, Emily E.;
El‐Jawahri, Areej;
Troschel, Amelie S.;
Johnson, Patrick C.;
Kanter, Katie N.;
Fish, Madeleine G.;
Marquardt, J. Peter;
Bridge, Christopher P.;
Temel, Jennifer S.;
Corcoran, Ryan B.;
Nipp, Ryan D.;
Fintelmann, Florian J.

Publication type:

Article

Head CT deep learning model is highly accurate for early infarct estimation.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-27496-5

By:

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.

Publication type:

Article

Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.

Published in:

Journal of Digital Imaging, 2022, v. 35, n. 6, p. 1719, doi. 10.1007/s10278-022-00683-y

By:

Bridge, Christopher P.;
Gorman, Chris;
Pieper, Steven;
Doyle, Sean W.;
Lennerz, Jochen K.;
Kalpathy-Cramer, Jayashree;
Clunie, David A.;
Fedorov, Andriy Y.;
Herrmann, Markus D.

Publication type:

Article

The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications.

Published in:

Journal of Digital Imaging, 2021, v. 34, n. 6, p. 1424, doi. 10.1007/s10278-021-00505-7

By:

Magudia, Kirti;
Bridge, Christopher P.;
Andriole, Katherine P.;
Rosenthal, Michael H.

Publication type:

Article

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

Published in:

Neuro-Oncology, 2024, v. 26, n. 5, p. 965, doi. 10.1093/neuonc/noad236

By:

Kim, Albert E;
Lou, Kevin W;
Giobbie-Hurder, Anita;
Chang, Ken;
Gidwani, Mishka;
Hoebel, Katharina;
Patel, Jay B;
Cleveland, Mason C;
Singh, Praveer;
Bridge, Christopher P;
Ahmed, Syed Rakin;
Bearce, Benjamin A;
Liu, William;
Fuster-Garcia, Elies;
Lee, Eudocia Q;
Lin, Nancy U;
Overmoyer, Beth;
Wen, Patrick Y;
Nayak, Lakshmi;
Cohen, Justine V

Publication type:

Article

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

Published in:

Journal of Neurosurgery: Spine, 2024, v. 40, n. 3, p. 291, doi. 10.3171/2023.9.SPINE23864

By:

Khalid, Syed I.;
Massaad, Elie;
Kiapour, Ali;
Bridge, Christopher P.;
Rigney, Grant;
Burrows, Akeive;
Shim, Jane;
Ramos, Rafael De la Garza;
Tobert, Daniel G.;
Schoenfeld, Andrew J.;
Williamson, Theresa;
Shankar, Ganesh M.;
Shin, John H.

Publication type:

Article

Evaluating frailty, mortality, and complications associated with metastatic spine tumor surgery using machine learning-derived body composition analysis.

Published in:

Journal of Neurosurgery: Spine, 2022, v. 37, n. 2, p. 263, doi. 10.3171/2022.1.SPINE211284

By:

Massaad, Elie;
Bridge, Christopher P.;
Kiapour, Ali;
Fourman, Mitchell S.;
Duvall, Julia B.;
Connolly, Ian D.;
Hadzipasic, Muhamed;
Shankar, Ganesh M.;
Andriole, Katherine P.;
Rosentha, Michael;
Schoenfeld, Andrew J.;
Bilsky, Mark H.;
Shin, John H.

Publication type:

Article

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

Published in:

Cancers, 2024, v. 16, n. 11, p. 1975, doi. 10.3390/cancers16111975

By:

Daye, Dania;
Parker, Regina;
Tripathi, Satvik;
Cox, Meredith;
Brito Orama, Sebastian;
Valentin, Leonardo;
Bridge, Christopher P.;
Uppot, Raul N.

Publication type:

Article

Improving the repeatability of deep learning models with Monte Carlo dropout.

Published in:

NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00709-3

By:

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

Publication type:

Article

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

Published in:

Diagnostics (2075-4418), 2024, v. 14, n. 2, p. 174, doi. 10.3390/diagnostics14020174

By:

Tripathi, Satvik;
Tabari, Azadeh;
Mansur, Arian;
Dabbara, Harika;
Bridge, Christopher P.;
Daye, Dania

Publication type:

Article

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

Published in:

NPJ Precision Oncology, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41698-024-00789-2

By:

Dorfner, Felix J.;
Patel, Jay B.;
Kalpathy-Cramer, Jayashree;
Gerstner, Elizabeth R.;
Bridge, Christopher P.

Publication type:

Article

Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-06021-0

By:

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

Publication type:

Article

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

Published in:

Scientific Data, 2024, v. 11, n. 1, p. 1, doi. 10.1038/s41597-023-02864-y

By:

Krishnaswamy, Deepa;
Bontempi, Dennis;
Thiriveedhi, Vamsi Krishna;
Punzo, Davide;
Clunie, David;
Bridge, Christopher P.;
Aerts, Hugo J. W. L.;
Kikinis, Ron;
Fedorov, Andrey

Publication type:

Article