Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
Nagpal, Kunal, Foote, Davis, Liu, Yun, Chen, Po-Hsuan Cameron, Wulczyn, Ellery, Tan, Fraser, Olson, Niels, Smith, Jenny L, Mohtashamian, Arash, Wren, James H, Corrado, Greg S, MacDonald, Robert, Peng, Lily H, Amin, Mahul B, Evans, Andrew J, Sangoi, Ankur R, Mermel, Craig H, Hipp, Jason D, Stumpe, Martin C
Published in NPJ digital medicine (07.06.2019)
Published in NPJ digital medicine (07.06.2019)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens
Nagpal, Kunal, Foote, Davis, Tan, Fraser, Liu, Yun, Chen, Po-Hsuan Cameron, Steiner, David F, Manoj, Naren, Olson, Niels, Smith, Jenny L, Mohtashamian, Arash, Peterson, Brandon, Amin, Mahul B, Evans, Andrew J, Sweet, Joan W, Cheung, Carol, van der Kwast, Theodorus, Sangoi, Ankur R, Zhou, Ming, Allan, Robert, Humphrey, Peter A, Hipp, Jason D, Gadepalli, Krishna, Corrado, Greg S, Peng, Lily H, Stumpe, Martin C, Mermel, Craig H
Published in JAMA oncology (01.09.2020)
Published in JAMA oncology (01.09.2020)
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Journal Article
Deep learning models for histologic grading of breast cancer and association with disease prognosis
Jaroensri, Ronnachai, Wulczyn, Ellery, Hegde, Narayan, Brown, Trissia, Flament-Auvigne, Isabelle, Tan, Fraser, Cai, Yuannan, Nagpal, Kunal, Rakha, Emad A, Dabbs, David J, Olson, Niels, Wren, James H, Thompson, Elaine E, Seetao, Erik, Robinson, Carrie, Miao, Melissa, Beckers, Fabien, Corrado, Greg S, Peng, Lily H, Mermel, Craig H, Liu, Yun, Steiner, David F, Chen, Po-Hsuan Cameron
Published in NPJ breast cancer (04.10.2022)
Published in NPJ breast cancer (04.10.2022)
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Journal Article
Development and validation of a deep learning-based microsatellite instability predictor from prostate cancer whole-slide images
Hu, Qiyuan, Rizvi, Abbas A, Schau, Geoffery, Ingale, Kshitij, Muller, Yoni, Baits, Rachel, Pretzer, Sebastian, BenTaieb, Aïcha, Gordhamer, Abigail, Nussenzveig, Roberto, Cole, Adam, Leavitt, Matthew O, Jones, Ryan D, Joshi, Rohan P, Beaubier, Nike, Stumpe, Martin C, Nagpal, Kunal
Published in NPJ precision oncology (09.04.2024)
Published in NPJ precision oncology (09.04.2024)
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Journal Article
Publisher Correction: Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
Nagpal, Kunal, Foote, Davis, Liu, Yun, Chen, Po-Hsuan Cameron, Wulczyn, Ellery, Tan, Fraser, Olson, Niels, Smith, Jenny L., Mohtashamian, Arash, Wren, James H., Corrado, Greg S., MacDonald, Robert, Peng, Lily H., Amin, Mahul B., Evans, Andrew J., Sangoi, Ankur R., Mermel, Craig H., Hipp, Jason D., Stumpe, Martin C.
Published in NPJ digital medicine (19.11.2019)
Published in NPJ digital medicine (19.11.2019)
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Journal Article
An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis
Chen, Po-Hsuan Cameron, Gadepalli, Krishna, MacDonald, Robert, Liu, Yun, Kadowaki, Shiro, Nagpal, Kunal, Kohlberger, Timo, Dean, Jeffrey, Corrado, Greg S, Hipp, Jason D, Mermel, Craig H, Stumpe, Martin C
Published in Nature medicine (01.09.2019)
Published in Nature medicine (01.09.2019)
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Journal Article
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
Bulten, Wouter, Kartasalo, Kimmo, Chen, Po-Hsuan Cameron, Ström, Peter, Pinckaers, Hans, Nagpal, Kunal, Cai, Yuannan, Steiner, David F, van Boven, Hester, Vink, Robert, Hulsbergen-van de Kaa, Christina, van der Laak, Jeroen, Amin, Mahul B, Evans, Andrew J, van der Kwast, Theodorus, Allan, Robert, Humphrey, Peter A, Grönberg, Henrik, Samaratunga, Hemamali, Delahunt, Brett, Tsuzuki, Toyonori, Häkkinen, Tomi, Egevad, Lars, Demkin, Maggie, Dane, Sohier, Tan, Fraser, Valkonen, Masi, Corrado, Greg S, Peng, Lily, Mermel, Craig H, Ruusuvuori, Pekka, Litjens, Geert, Eklund, Martin
Published in Nature medicine (01.01.2022)
Published in Nature medicine (01.01.2022)
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Journal Article
Prediction of MET Overexpression in Lung Adenocarcinoma from Hematoxylin and Eosin Images
Ingale, Kshitij, Hong, Sun Hae, Bell, Josh S.K., Rizvi, Abbas, Welch, Amy, Sha, Lingdao, Ho, Irvin, Nagpal, Kunal, Bentaieb, Aïcha, Joshi, Rohan P., Stumpe, Martin C.
Published in The American journal of pathology (01.06.2024)
Published in The American journal of pathology (01.06.2024)
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Journal Article
Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer
Wong, Pok Fai, McNeil, Carson, Wang, Yang, Paparian, Jack, Santori, Charles, Gutierrez, Michael, Homyk, Andrew, Nagpal, Kunal, Jaroensri, Tiam, Wulczyn, Ellery, Yoshitake, Tadayuki, Sigman, Julia, Steiner, David F., Rao, Sudha, Cameron Chen, Po-Hsuan, Restorick, Luke, Roy, Jonathan, Cimermancic, Peter
Published in Modern pathology (01.11.2024)
Published in Modern pathology (01.11.2024)
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Journal Article
Development and Assessment of an Artificial Intelligence-Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices
Jain, Ayush, Way, David, Gupta, Vishakha, Gao, Yi, de Oliveira Marinho, Guilherme, Hartford, Jay, Sayres, Rory, Kanada, Kimberly, Eng, Clara, Nagpal, Kunal, DeSalvo, Karen B, Corrado, Greg S, Peng, Lily, Webster, Dale R, Dunn, R Carter, Coz, David, Huang, Susan J, Liu, Yun, Bui, Peggy, Liu, Yuan
Published in JAMA network open (01.04.2021)
Published in JAMA network open (01.04.2021)
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Journal Article
Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies
Steiner, David F, Nagpal, Kunal, Sayres, Rory, Foote, Davis J, Wedin, Benjamin D, Pearce, Adam, Cai, Carrie J, Winter, Samantha R, Symonds, Matthew, Yatziv, Liron, Kapishnikov, Andrei, Brown, Trissia, Flament-Auvigne, Isabelle, Tan, Fraser, Stumpe, Martin C, Jiang, Pan-Pan, Liu, Yun, Chen, Po-Hsuan Cameron, Corrado, Greg S, Terry, Michael, Mermel, Craig H
Published in JAMA Network Open (02.11.2020)
Published in JAMA Network Open (02.11.2020)
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Journal Article
Book Review
Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading
Wulczyn, Ellery, Nagpal, Kunal, Symonds, Matthew, Moran, Melissa, Plass, Markus, Reihs, Robert, Nader, Farah, Tan, Fraser, Cai, Yuannan, Brown, Trissia, Flament-Auvigne, Isabelle, Amin, Mahul B, Stumpe, Martin C, Müller, Heimo, Regitnig, Peter, Holzinger, Andreas, Corrado, Greg S, Peng, Lily H, Chen, Po-Hsuan Cameron, Steiner, David F, Zatloukal, Kurt, Liu, Yun, Mermel, Craig H
Published in Communications medicine (30.06.2021)
Published in Communications medicine (30.06.2021)
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Journal Article
Race- and Ethnicity-Stratified Analysis of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners
Jain, Ayush, Way, David, Gupta, Vishakha, Gao, Yi, de Oliveira Marinho, Guilherme, Hartford, Jay, Sayres, Rory, Kanada, Kimberly, Eng, Clara, Nagpal, Kunal, DeSalvo, Karen B, Corrado, Greg S, Peng, Lily, Webster, Dale R, Dunn, R Carter, Coz, David, Huang, Susan J, Liu, Yun, Bui, Peggy, Liu, Yuan
Published in IProceedings (09.02.2022)
Published in IProceedings (09.02.2022)
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Journal Article
Erratum: Publisher Correction: Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
Nagpal, Kunal, Foote, Davis, Liu, Yun, Chen, Po-Hsuan Cameron, Wulczyn, Ellery, Tan, Fraser, Olson, Niels, Smith, Jenny L, Mohtashamian, Arash, Wren, James H, Corrado, Greg S, MacDonald, Robert, Peng, Lily H, Amin, Mahul B, Evans, Andrew J, Sangoi, Ankur R, Mermel, Craig H, Hipp, Jason D, Stumpe, Martin C
Published in NPJ digital medicine (01.01.2019)
Published in NPJ digital medicine (01.01.2019)
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Journal Article
Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images
Ingale, Kshitij, Hong, Sun Hae, Hu, Qiyuan, Zhang, Renyu, Osinski, Bo, Khoshdeli, Mina, Och, Josh, Nagpal, Kunal, Stumpe, Martin C, Joshi, Rohan P
Year of Publication 22.07.2024
Year of Publication 22.07.2024
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Journal Article
Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images
Ingale, Kshitij, Sun Hae Hong, Bell, Josh S K, Rizvi, Abbas, Welch, Amy, Sha, Lingdao, Ho, Irvin, Nagpal, Kunal, BenTaieb, Aicha, Joshi, Rohan P, Stumpe, Martin C
Published in arXiv.org (12.10.2023)
Published in arXiv.org (12.10.2023)
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Journal Article
Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images
Hu, Qiyuan, Rizvi, Abbas A, Schau, Geoffery, Ingale, Kshitij, Muller, Yoni, Baits, Rachel, Pretzer, Sebastian, BenTaieb, Aïcha, Gordhamer, Abigail, Nussenzveig, Roberto, Cole, Adam, Leavitt, Matthew O, Joshi, Rohan P, Beaubier, Nike, Stumpe, Martin C, Nagpal, Kunal
Published in arXiv.org (12.10.2023)
Published in arXiv.org (12.10.2023)
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