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AI-driven integration of genomic and exposome data for cancer risk: the combined risk score (CRS).

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Title: AI-driven integration of genomic and exposome data for cancer risk: the combined risk score (CRS).
Authors: Sarigiannis D; National Hellenic Research Foundation, 48 Vassileos Constantinou Avenue, 11635, Athens, Greece. sarigiannis@eie.gr.; Department of Chemical Engineering, Environmental Engineering Laboratory, Aristotle University of Thessaloniki, University Campus, 54124, Thessaloniki, Greece. sarigiannis@eie.gr.; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Balkan Center, Bldg. B, 10th km Thessaloniki-Thermi Road, 57001, Thessaloniki, Greece. sarigiannis@eie.gr.; Science, Technology and Society Department, Environmental Health Engineering, University School for Advanced Study (IUSS), Piazza della Vittoria 15, 27100, Pavia, Italy. sarigiannis@eie.gr.; The Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA. sarigiannis@eie.gr.; Yale School of Public Health, Yale University, New Haven, CT, 06510, USA. sarigiannis@eie.gr., Boukovinas I; Oncology Unit, Genesis Clinic, 55535, Thessaloniki, Greece., Kaparelou M; Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece., Dimopoulos AM; Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.; Department of Medicine, Korea University, Seoul, South Korea., Psaltopoulou T; Department of Epidemiology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece., Pienta KJ; The Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA., Anesti O; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Balkan Center, Bldg. B, 10th km Thessaloniki-Thermi Road, 57001, Thessaloniki, Greece.; School of Medicine, University of Crete, Heraklion, Greece., Karakitsios S; National Hellenic Research Foundation, 48 Vassileos Constantinou Avenue, 11635, Athens, Greece.
Source: Human genomics [Hum Genomics] 2026 May 04; Vol. 20 (1). Date of Electronic Publication: 2026 May 04.
Publication Type: Journal Article; Review; Research Support, Non-U.S. Gov't
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101202210 Publication Model: Electronic Cited Medium: Internet ISSN: 1479-7364 (Electronic) Linking ISSN: 14739542 NLM ISO Abbreviation: Hum Genomics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: AI-driven integration of genomic and exposome data for cancer risk: the combined risk score (CRS).
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  Data: <searchLink fieldCode="AU" term="%22Sarigiannis+D%22">Sarigiannis D</searchLink>; National Hellenic Research Foundation, 48 Vassileos Constantinou Avenue, 11635, Athens, Greece. sarigiannis@eie.gr.; Department of Chemical Engineering, Environmental Engineering Laboratory, Aristotle University of Thessaloniki, University Campus, 54124, Thessaloniki, Greece. sarigiannis@eie.gr.; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Balkan Center, Bldg. B, 10th km Thessaloniki-Thermi Road, 57001, Thessaloniki, Greece. sarigiannis@eie.gr.; Science, Technology and Society Department, Environmental Health Engineering, University School for Advanced Study (IUSS), Piazza della Vittoria 15, 27100, Pavia, Italy. sarigiannis@eie.gr.; The Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA. sarigiannis@eie.gr.; Yale School of Public Health, Yale University, New Haven, CT, 06510, USA. sarigiannis@eie.gr.<br /><searchLink fieldCode="AU" term="%22Boukovinas+I%22">Boukovinas I</searchLink>; Oncology Unit, Genesis Clinic, 55535, Thessaloniki, Greece.<br /><searchLink fieldCode="AU" term="%22Kaparelou+M%22">Kaparelou M</searchLink>; Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Dimopoulos+AM%22">Dimopoulos AM</searchLink>; Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.; Department of Medicine, Korea University, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Psaltopoulou+T%22">Psaltopoulou T</searchLink>; Department of Epidemiology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Pienta+KJ%22">Pienta KJ</searchLink>; The Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Anesti+O%22">Anesti O</searchLink>; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Balkan Center, Bldg. B, 10th km Thessaloniki-Thermi Road, 57001, Thessaloniki, Greece.; School of Medicine, University of Crete, Heraklion, Greece.<br /><searchLink fieldCode="AU" term="%22Karakitsios+S%22">Karakitsios S</searchLink>; National Hellenic Research Foundation, 48 Vassileos Constantinou Avenue, 11635, Athens, Greece.
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  Data: <searchLink fieldCode="JN" term="%22101202210%22">Human genomics</searchLink> [Hum Genomics] 2026 May 04; Vol. 20 (1). <i>Date of Electronic Publication: </i>2026 May 04.
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        Value: 10.1186/s40246-026-00969-0
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              Text: 2026 May 04
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