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MIAAIM: Multi-omics image integration with dimensional reduction for tissue state mapping.

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Title: MIAAIM: Multi-omics image integration with dimensional reduction for tissue state mapping.
Authors: Hess JM; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Tri-Institutional Training Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, New York, United States of America., Dzeng RK; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Computer Science, Tufts University, Medford, Massachusetts, United States of America., Ilieş I; Healthcare Systems Engineering Institute, Northeastern University, Boston, Massachusetts, United States of America., Schapiro D; Laboratory of Systems Pharmacology, Harvard Medical School, Boston, Massachusetts, United States of America.; Broad Institute of Harvard Medical School and Massachusetts Institute of Technology, Boston, Massachusetts, United States of America.; Faculty of Medicine, Institute for Computational Biomedicine, Heidelberg University Hospital and Heidelberg University, Heidelberg, Germany.; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.; Translational Spatial Profiling Center, Heidelberg, Germany., Iskra JJ; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Mathematics, Emory & Henry University, Emory, Virginia, United States of America., Mirgh D; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Nam J; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Seeley EH; Department of Chemistry, University of Texas, Austin, Texas, United States of America., Verrill DE; Chemistry and Chemical Biology, Barnett Institute for Chemical & Biological Analysis, Northeastern University, Boston, Massachusetts, United States of America., Abdelmoula WM; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Regan MS; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Theocharidis G; The Rongxiang Xu Center for Regenerative Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America., Wu CL; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Veves A; The Rongxiang Xu Center for Regenerative Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America., Agar NYR; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Sluder AE; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Poznansky MC; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Sîrbulescu RF; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America., Reeves PM; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.
Source: PLoS computational biology [PLoS Comput Biol] 2026 May 26; Vol. 22 (5), pp. e1014274. Date of Electronic Publication: 2026 May 26 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE; In Process
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  Data: <searchLink fieldCode="AU" term="%22Hess+JM%22">Hess JM</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Tri-Institutional Training Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, New York, United States of America.<br /><searchLink fieldCode="AU" term="%22Dzeng+RK%22">Dzeng RK</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Computer Science, Tufts University, Medford, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Ilieş+I%22">Ilieş I</searchLink>; Healthcare Systems Engineering Institute, Northeastern University, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Schapiro+D%22">Schapiro D</searchLink>; Laboratory of Systems Pharmacology, Harvard Medical School, Boston, Massachusetts, United States of America.; Broad Institute of Harvard Medical School and Massachusetts Institute of Technology, Boston, Massachusetts, United States of America.; Faculty of Medicine, Institute for Computational Biomedicine, Heidelberg University Hospital and Heidelberg University, Heidelberg, Germany.; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.; Translational Spatial Profiling Center, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Iskra+JJ%22">Iskra JJ</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Mathematics, Emory & Henry University, Emory, Virginia, United States of America.<br /><searchLink fieldCode="AU" term="%22Mirgh+D%22">Mirgh D</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Nam+J%22">Nam J</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Seeley+EH%22">Seeley EH</searchLink>; Department of Chemistry, University of Texas, Austin, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Verrill+DE%22">Verrill DE</searchLink>; Chemistry and Chemical Biology, Barnett Institute for Chemical & Biological Analysis, Northeastern University, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Abdelmoula+WM%22">Abdelmoula WM</searchLink>; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Regan+MS%22">Regan MS</searchLink>; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Theocharidis+G%22">Theocharidis G</searchLink>; The Rongxiang Xu Center for Regenerative Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Wu+CL%22">Wu CL</searchLink>; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Veves+A%22">Veves A</searchLink>; The Rongxiang Xu Center for Regenerative Therapeutics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Agar+NYR%22">Agar NYR</searchLink>; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Sluder+AE%22">Sluder AE</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Poznansky+MC%22">Poznansky MC</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Sîrbulescu+RF%22">Sîrbulescu RF</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.<br /><searchLink fieldCode="AU" term="%22Reeves+PM%22">Reeves PM</searchLink>; Vaccine and Immunotherapy Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.
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  Data: <searchLink fieldCode="JN" term="%22101238922%22">PLoS computational biology</searchLink> [PLoS Comput Biol] 2026 May 26; Vol. 22 (5), pp. e1014274. <i>Date of Electronic Publication: </i>2026 May 26 (<i>Print Publication: </i>2026).
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