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Integrating Deep Learning of Low-Dose CT Imaging With Clinical Data for Lung Cancer Risk Prediction.

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Title: Integrating Deep Learning of Low-Dose CT Imaging With Clinical Data for Lung Cancer Risk Prediction.
Authors: Aro RP; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON., Lam S; Department of Respiratory Medicine, University of British Columbia, Vancouver, BC; Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC., Warkentin MT; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada., Liu G; Dalla Lana School of Public Health, University of Toronto, Toronto, ON; Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON., Diergaarde B; Department of Human Genetics, University of Pittsburgh School of Public Health, Pittsburgh, PA; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA., Wilson DO; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA; Department of Medicine, University of Pittsburgh, Pittsburgh, PA., Yuan JM; Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA., Al-Sawaihey H; Royal Cornwall Hospitals NHS Trust, Truro, England., Murison K; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Dalla Lana School of Public Health, University of Toronto, Toronto, ON., Moez EK; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON., Brhane Y; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON., Meza R; Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC., Myers R; Department of Respiratory Medicine, University of British Columbia, Vancouver, BC., Hung RJ; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Dalla Lana School of Public Health, University of Toronto, Toronto, ON. Electronic address: rayjean.hung@lunenfeld.ca.
Source: Chest [Chest] 2026 Mar 13. Date of Electronic Publication: 2026 Mar 13.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 0231335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1931-3543 (Electronic) Linking ISSN: 00123692 NLM ISO Abbreviation: Chest Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Aro+RP%22">Aro RP</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON.<br /><searchLink fieldCode="AU" term="%22Lam+S%22">Lam S</searchLink>; Department of Respiratory Medicine, University of British Columbia, Vancouver, BC; Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC.<br /><searchLink fieldCode="AU" term="%22Warkentin+MT%22">Warkentin MT</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Liu+G%22">Liu G</searchLink>; Dalla Lana School of Public Health, University of Toronto, Toronto, ON; Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON.<br /><searchLink fieldCode="AU" term="%22Diergaarde+B%22">Diergaarde B</searchLink>; Department of Human Genetics, University of Pittsburgh School of Public Health, Pittsburgh, PA; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA.<br /><searchLink fieldCode="AU" term="%22Wilson+DO%22">Wilson DO</searchLink>; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA; Department of Medicine, University of Pittsburgh, Pittsburgh, PA.<br /><searchLink fieldCode="AU" term="%22Yuan+JM%22">Yuan JM</searchLink>; Department of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA; Cancer Epidemiology and Prevention Program, UPMC Hillman Cancer Center, Pittsburgh, PA.<br /><searchLink fieldCode="AU" term="%22Al-Sawaihey+H%22">Al-Sawaihey H</searchLink>; Royal Cornwall Hospitals NHS Trust, Truro, England.<br /><searchLink fieldCode="AU" term="%22Murison+K%22">Murison K</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Dalla Lana School of Public Health, University of Toronto, Toronto, ON.<br /><searchLink fieldCode="AU" term="%22Moez+EK%22">Moez EK</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON.<br /><searchLink fieldCode="AU" term="%22Brhane+Y%22">Brhane Y</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON.<br /><searchLink fieldCode="AU" term="%22Meza+R%22">Meza R</searchLink>; Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC.<br /><searchLink fieldCode="AU" term="%22Myers+R%22">Myers R</searchLink>; Department of Respiratory Medicine, University of British Columbia, Vancouver, BC.<br /><searchLink fieldCode="AU" term="%22Hung+RJ%22">Hung RJ</searchLink>; Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON; Dalla Lana School of Public Health, University of Toronto, Toronto, ON. Electronic address: rayjean.hung@lunenfeld.ca.
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        Value: 10.1016/j.chest.2026.02.022
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              Text: 2026 Mar 13
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