Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study.

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Title: Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study.
Authors: Saad MB; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Hong L; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Aminu M; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Vokes NI; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Chen P; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Salehjahromi M; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Qin K; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Sujit SJ; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Lu X; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Young E; Department of Enterprise Data Engineering and Analytics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Al-Tashi Q; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Qureshi R; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Wu CC; Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Carter BW; Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Lin SH; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Lee PP; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Radiation Oncology, City of Hope National Medical Center, Los Angeles, CA, USA., Gandhi S; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Chang JY; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Li R; Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, CA, USA., Gensheimer MF; Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, CA, USA., Wakelee HA; Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cancer Institute, Stanford, CA, USA., Neal JW; Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cancer Institute, Stanford, CA, USA., Lee HS; Systems Onco-Immunology Laboratory, David J Sugarbaker Division of Thoracic Surgery, Michael E DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA., Cheng C; Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA., Velcheti V; Department of Hematology and Oncology, New York University Langone Health, New York, NY, USA., Lou Y; Division of Hematology and Oncology, Mayo Clinic, Jacksonville, FL, USA., Petranovic M; Department of Radiology, Massachusetts General Hospital, Boston, MA, USA., Rinsurongkawong W; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Le X; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Rinsurongkawong V; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Spelman A; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Elamin YY; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Negrao MV; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Skoulidis F; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Gay CM; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Cascone T; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Antonoff MB; Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Sepesi B; Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Lewis J; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Wistuba II; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Hazle JD; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Chung C; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Neuroradiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Jaffray D; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Gibbons DL; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Vaporciyan A; Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Lee JJ; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Heymach JV; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: jheymach@mdanderson.org., Zhang J; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: jzhang20@mdanderson.org., Wu J; Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: jwu11@mdanderson.org.
Source: The Lancet. Digital health [Lancet Digit Health] 2023 Jul; Vol. 5 (7), pp. e404-e420. Date of Electronic Publication: 2023 May 31.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: Elsevier Ltd Country of Publication: England NLM ID: 101751302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2589-7500 (Electronic) Linking ISSN: 25897500 NLM ISO Abbreviation: Lancet Digit Health Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2589-7500
DOI:10.1016/S2589-7500(23)00082-1