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)
Get full text
Journal Article
Interpretable survival prediction for colorectal cancer using deep learning
Wulczyn, Ellery, Steiner, David F., Moran, Melissa, Plass, Markus, Reihs, Robert, Tan, Fraser, Flament-Auvigne, Isabelle, Brown, Trissia, Regitnig, Peter, Chen, Po-Hsuan Cameron, Hegde, Narayan, Sadhwani, Apaar, MacDonald, Robert, Ayalew, Benny, Corrado, Greg S., Peng, Lily H., Tse, Daniel, Müller, Heimo, Xu, Zhaoyang, Liu, Yun, Stumpe, Martin C., Zatloukal, Kurt, Mermel, Craig H.
Published in NPJ digital medicine (19.04.2021)
Published in NPJ digital medicine (19.04.2021)
Get full text
Journal Article
Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19
Nabulsi, Zaid, Sellergren, Andrew, Jamshy, Shahar, Lau, Charles, Santos, Edward, Kiraly, Atilla P., Ye, Wenxing, Yang, Jie, Pilgrim, Rory, Kazemzadeh, Sahar, Yu, Jin, Kalidindi, Sreenivasa Raju, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Melnick, David, Corrado, Greg S., Peng, Lily, Eswaran, Krish, Tse, Daniel, Beladia, Neeral, Liu, Yun, Chen, Po-Hsuan Cameron, Shetty, Shravya
Published in Scientific reports (01.09.2021)
Published in Scientific reports (01.09.2021)
Get full text
Journal Article
Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images
Sadhwani, Apaar, Chang, Huang-Wei, Behrooz, Ali, Brown, Trissia, Auvigne-Flament, Isabelle, Patel, Hardik, Findlater, Robert, Velez, Vanessa, Tan, Fraser, Tekiela, Kamilla, Wulczyn, Ellery, Yi, Eunhee S., Mermel, Craig H., Hanks, Debra, Chen, Po-Hsuan Cameron, Kulig, Kimary, Batenchuk, Cory, Steiner, David F., Cimermancic, Peter
Published in Scientific reports (16.08.2021)
Published in Scientific reports (16.08.2021)
Get full text
Journal Article
Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation
Majkowska, Anna, Mittal, Sid, Steiner, David F, Reicher, Joshua J, McKinney, Scott Mayer, Duggan, Gavin E, Eswaran, Krish, Cameron Chen, Po-Hsuan, Liu, Yun, Kalidindi, Sreenivasa Raju, Ding, Alexander, Corrado, Greg S, Tse, Daniel, Shetty, Shravya
Published in Radiology (01.02.2020)
Published in Radiology (01.02.2020)
Get full text
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)
Get full text
Journal Article
Deep learning-based survival prediction for multiple cancer types using histopathology images
Wulczyn, Ellery, Steiner, David F, Xu, Zhaoyang, Sadhwani, Apaar, Wang, Hongwu, Flament-Auvigne, Isabelle, Mermel, Craig H, Chen, Po-Hsuan Cameron, Liu, Yun, Stumpe, Martin C
Published in PloS one (17.06.2020)
Published in PloS one (17.06.2020)
Get full text
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)
Get more information
Journal Article
An End-to-End Platform for Digital Pathology Using Hyperspectral Autofluorescence Microscopy and Deep Learning-Based Virtual Histology
McNeil, Carson, Wong, Pok Fai, Sridhar, Niranjan, Wang, Yang, Santori, Charles, Wu, Cheng-Hsun, Homyk, Andrew, Gutierrez, Michael, Behrooz, Ali, Tiniakos, Dina, Burt, Alastair D., Pai, Rish K., Tekiela, Kamilla, Patel, Hardik, Cameron Chen, Po-Hsuan, Fischer, Laurent, Martins, Eduardo Bruno, Seyedkazemi, Star, Freedman, Daniel, Kim, Charles C., Cimermancic, Peter
Published in Modern pathology (01.02.2024)
Published in Modern pathology (01.02.2024)
Get full text
Journal Article
Evaluation of artificial intelligence on a reference standard based on subjective interpretation
Chen, Po-Hsuan Cameron, Mermel, Craig H, Liu, Yun
Published in The Lancet. Digital health (01.11.2021)
Published in The Lancet. Digital health (01.11.2021)
Get full text
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)
Get full text
Journal Article
Book Review
Pathologist Validation of a Machine Learning-Derived Feature for Colon Cancer Risk Stratification
L'Imperio, Vincenzo, Wulczyn, Ellery, Plass, Markus, Müller, Heimo, Tamini, Nicolò, Gianotti, Luca, Zucchini, Nicola, Reihs, Robert, Corrado, Greg S, Webster, Dale R, Peng, Lily H, Chen, Po-Hsuan Cameron, Lavitrano, Marialuisa, Liu, Yun, Steiner, David F, Zatloukal, Kurt, Pagni, Fabio
Published in JAMA network open (01.03.2023)
Published in JAMA network open (01.03.2023)
Get full text
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)
Get full text
Journal Article
Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study
Schaekermann, Mike, Spitz, Terry, Pyles, Malcolm, Cole-Lewis, Heather, Wulczyn, Ellery, Pfohl, Stephen R., Martin, Donald, Jaroensri, Ronnachai, Keeling, Geoff, Liu, Yuan, Farquhar, Stephanie, Xue, Qinghan, Lester, Jenna, Hughes, Cían, Strachan, Patricia, Tan, Fraser, Bui, Peggy, Mermel, Craig H., Peng, Lily H., Matias, Yossi, Corrado, Greg S., Webster, Dale R., Virmani, Sunny, Semturs, Christopher, Liu, Yun, Horn, Ivor, Cameron Chen, Po-Hsuan
Published in EClinicalMedicine (01.04.2024)
Published in EClinicalMedicine (01.04.2024)
Get full text
Journal Article
Closing the translation gap: AI applications in digital pathology
Steiner, David F., Chen, Po-Hsuan Cameron, Mermel, Craig H.
Published in Biochimica et biophysica acta. Reviews on cancer (01.01.2021)
Published in Biochimica et biophysica acta. Reviews on cancer (01.01.2021)
Get full text
Journal Article