SurvMaximin: Robust federated approach to transporting survival risk prediction models.
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| Title: | SurvMaximin: Robust federated approach to transporting survival risk prediction models. |
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| Authors: | Wang X; Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA., Zhang HG; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Xiong X; Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA., Hong C; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Weber GM; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Brat GA; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Bonzel CL; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Luo Y; Department of Preventive Medicine Northwestern University, Chicago, IL, USA., Duan R; Department of Biostatistics, Harvard University, Boston, MA, USA., Palmer NP; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Hutch MR; Department of Preventive Medicine Northwestern University, Chicago, IL, USA., Gutiérrez-Sacristán A; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Bellazzi R; Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy., Chiovato L; Unit of Internal Medicine and Endocrinology, Istituti Clinici Scientifici Maugeri SpA SB IRCCS, Pavia, Italy., Cho K; Population Health and Data Science, VA Boston Healthcare System, Boston, MA, USA; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA., Dagliati A; Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy., Estiri H; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., García-Barrio N; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain., Griffier R; IAM unit, Bordeaux University Hospital, Bordeaux, France; INSERM Bordeaux Population Health ERIAS TEAM, ERIAS - Inserm U1219 BPH, Bordeaux, France., Hanauer DA; Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI, USA., Ho YL; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA., Holmes JH; Department of Biostatistics, Epidemiology, and Informatics University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Keller MS; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Klann MEng JG; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA., L'Yi S; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Lozano-Zahonero S; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Maidlow SE; Michigan Institute for Clinical and Health Research (MICHR) Informatics, University of Michigan, Ann Arbor, MI, USA., Makoudjou A; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Malovini A; Laboratory of Informatics and Systems Engineering for Clinical Research, Istituti Clinici Scientifici Maugeri SpA SB IRCCS, Pavia, Italy., Moal B; IAM unit, Bordeaux University Hospital, Bordeaux, France., Moore JH; Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA., Morris M; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA., Mowery DL; Department of Biostatistics, Epidemiology, and Informatics University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA., Murphy SN; Department of Neurology, Massachusetts General Hospital, Boston, MA, USA., Neuraz A; Department of biomedical informatics, Hôpital Necker-Enfants Malade, Assistance Publique Hôpitaux de Paris (APHP), University of Paris, Paris, France., Yuan Ngiam K; Department of Biomedical informatics, WiSDM, National University Health Systems, Singapore., Omenn GS; Depts of Computational Medicine & Bioinformatics, Internal Medicine, Human Genetics, Public Health University of Michigan, Ann Arbor, MI, USA., Patel LP; Department of Internal Medicine, Division of Medical Informatics, University Of Kansas Medical Center., Pedrera-Jiménez M; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain., Prunotto A; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Jebathilagam Samayamuthu M; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA., Sanz Vidorreta FJ; Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA., Schriver ER; Data Analytics Center, University of Pennsylvania Health System, Philadelphia, PA, USA., Schubert P; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA., Serrano-Balazote P; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain., South AM; Department of Pediatrics-Section of Nephrology, Brenner Children's, Wake Forest School of Medicine, Winston Salem, NC, USA., Tan ALM; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Tan BWL; Department of Medicine, National University Hospital, Singapore., Tibollo V; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Tippmann P; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Visweswaran S; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA., Xia Z; Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA., Yuan W; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Zöller D; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany., Kohane IS; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Avillach P; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA., Guo Z; Department of Statistics, Rutgers, The State University of New Jersey, Piscataway, NJ, USA., Cai T; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. |
| Corporate Authors: | Consortium for Clinical Characterization of COVID-19 by EHR 4CE; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. |
| Source: | Journal of biomedical informatics [J Biomed Inform] 2022 Oct; Vol. 134, pp. 104176. Date of Electronic Publication: 2022 Aug 23. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S. |
| Journal Info: | Publisher: Elsevier Country of Publication: United States NLM ID: 100970413 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-0480 (Electronic) Linking ISSN: 15320464 NLM ISO Abbreviation: J Biomed Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 36007785 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: SurvMaximin: Robust federated approach to transporting survival risk prediction models. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Zhang+HG%22">Zhang HG</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Xiong+X%22">Xiong X</searchLink>; Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hong+C%22">Hong C</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Weber+GM%22">Weber GM</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Brat+GA%22">Brat GA</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Bonzel+CL%22">Bonzel CL</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Luo+Y%22">Luo Y</searchLink>; Department of Preventive Medicine Northwestern University, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Duan+R%22">Duan R</searchLink>; Department of Biostatistics, Harvard University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Palmer+NP%22">Palmer NP</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hutch+MR%22">Hutch MR</searchLink>; Department of Preventive Medicine Northwestern University, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Gutiérrez-Sacristán+A%22">Gutiérrez-Sacristán A</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Bellazzi+R%22">Bellazzi R</searchLink>; Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Chiovato+L%22">Chiovato L</searchLink>; Unit of Internal Medicine and Endocrinology, Istituti Clinici Scientifici Maugeri SpA SB IRCCS, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Cho+K%22">Cho K</searchLink>; Population Health and Data Science, VA Boston Healthcare System, Boston, MA, USA; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Dagliati+A%22">Dagliati A</searchLink>; Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Estiri+H%22">Estiri H</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22García-Barrio+N%22">García-Barrio N</searchLink>; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Griffier+R%22">Griffier R</searchLink>; IAM unit, Bordeaux University Hospital, Bordeaux, France; INSERM Bordeaux Population Health ERIAS TEAM, ERIAS - Inserm U1219 BPH, Bordeaux, France.<br /><searchLink fieldCode="AU" term="%22Hanauer+DA%22">Hanauer DA</searchLink>; Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Ho+YL%22">Ho YL</searchLink>; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Holmes+JH%22">Holmes JH</searchLink>; Department of Biostatistics, Epidemiology, and Informatics University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Keller+MS%22">Keller MS</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Klann+MEng+JG%22">Klann MEng JG</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22L'Yi+S%22">L'Yi S</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Lozano-Zahonero+S%22">Lozano-Zahonero S</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Maidlow+SE%22">Maidlow SE</searchLink>; Michigan Institute for Clinical and Health Research (MICHR) Informatics, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Makoudjou+A%22">Makoudjou A</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Malovini+A%22">Malovini A</searchLink>; Laboratory of Informatics and Systems Engineering for Clinical Research, Istituti Clinici Scientifici Maugeri SpA SB IRCCS, Pavia, Italy.<br /><searchLink fieldCode="AU" term="%22Moal+B%22">Moal B</searchLink>; IAM unit, Bordeaux University Hospital, Bordeaux, France.<br /><searchLink fieldCode="AU" term="%22Moore+JH%22">Moore JH</searchLink>; Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Morris+M%22">Morris M</searchLink>; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Mowery+DL%22">Mowery DL</searchLink>; Department of Biostatistics, Epidemiology, and Informatics University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Murphy+SN%22">Murphy SN</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Neuraz+A%22">Neuraz A</searchLink>; Department of biomedical informatics, Hôpital Necker-Enfants Malade, Assistance Publique Hôpitaux de Paris (APHP), University of Paris, Paris, France.<br /><searchLink fieldCode="AU" term="%22Yuan+Ngiam+K%22">Yuan Ngiam K</searchLink>; Department of Biomedical informatics, WiSDM, National University Health Systems, Singapore.<br /><searchLink fieldCode="AU" term="%22Omenn+GS%22">Omenn GS</searchLink>; Depts of Computational Medicine &amp; Bioinformatics, Internal Medicine, Human Genetics, Public Health University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Patel+LP%22">Patel LP</searchLink>; Department of Internal Medicine, Division of Medical Informatics, University Of Kansas Medical Center.<br /><searchLink fieldCode="AU" term="%22Pedrera-Jiménez+M%22">Pedrera-Jiménez M</searchLink>; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Prunotto+A%22">Prunotto A</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Jebathilagam+Samayamuthu+M%22">Jebathilagam Samayamuthu M</searchLink>; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Sanz+Vidorreta+FJ%22">Sanz Vidorreta FJ</searchLink>; Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Schriver+ER%22">Schriver ER</searchLink>; Data Analytics Center, University of Pennsylvania Health System, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Schubert+P%22">Schubert P</searchLink>; Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Serrano-Balazote+P%22">Serrano-Balazote P</searchLink>; Health Informatics, Hospital Universitario 12 de Octubre, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22South+AM%22">South AM</searchLink>; Department of Pediatrics-Section of Nephrology, Brenner Children's, Wake Forest School of Medicine, Winston Salem, NC, USA.<br /><searchLink fieldCode="AU" term="%22Tan+ALM%22">Tan ALM</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Tan+BWL%22">Tan BWL</searchLink>; Department of Medicine, National University Hospital, Singapore.<br /><searchLink fieldCode="AU" term="%22Tibollo+V%22">Tibollo V</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Tippmann+P%22">Tippmann P</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Visweswaran+S%22">Visweswaran S</searchLink>; Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Xia+Z%22">Xia Z</searchLink>; Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Yuan+W%22">Yuan W</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Zöller+D%22">Zöller D</searchLink>; Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Kohane+IS%22">Kohane IS</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Avillach+P%22">Avillach P</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Guo+Z%22">Guo Z</searchLink>; Department of Statistics, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Cai+T%22">Cai T</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22Consortium+for+Clinical+Characterization+of+COVID-19+by+EHR+4CE%22">Consortium for Clinical Characterization of COVID-19 by EHR 4CE</searchLink>; 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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.jbi.2022.104176 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 104176 Titles: – TitleFull: SurvMaximin: Robust federated approach to transporting survival risk prediction models. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang X – PersonEntity: Name: NameFull: Zhang HG – PersonEntity: Name: NameFull: Xiong X – PersonEntity: Name: NameFull: Hong C – PersonEntity: Name: NameFull: Weber GM – PersonEntity: Name: NameFull: Brat GA – PersonEntity: Name: NameFull: Bonzel CL – PersonEntity: Name: NameFull: Luo Y – PersonEntity: Name: NameFull: Duan R – PersonEntity: Name: NameFull: Palmer NP – PersonEntity: Name: NameFull: Hutch MR – PersonEntity: Name: NameFull: Gutiérrez-Sacristán A – PersonEntity: Name: NameFull: Bellazzi R – PersonEntity: Name: NameFull: Chiovato L – PersonEntity: Name: NameFull: Cho K – PersonEntity: Name: NameFull: Dagliati A – PersonEntity: Name: NameFull: Estiri H – PersonEntity: Name: NameFull: García-Barrio N – PersonEntity: Name: NameFull: Griffier R – PersonEntity: Name: NameFull: Hanauer DA – PersonEntity: Name: NameFull: Ho YL – PersonEntity: Name: NameFull: Holmes JH – PersonEntity: Name: NameFull: Keller MS – PersonEntity: Name: NameFull: Klann MEng JG – PersonEntity: Name: NameFull: L'Yi S – PersonEntity: Name: NameFull: Lozano-Zahonero S – PersonEntity: Name: NameFull: Maidlow SE – PersonEntity: Name: NameFull: Makoudjou A – PersonEntity: Name: NameFull: Malovini A – PersonEntity: Name: NameFull: Moal B – PersonEntity: Name: NameFull: Moore JH – PersonEntity: Name: NameFull: Morris M – PersonEntity: Name: NameFull: Mowery DL – PersonEntity: Name: NameFull: Murphy SN – PersonEntity: Name: NameFull: Neuraz A – PersonEntity: Name: NameFull: Yuan Ngiam K – PersonEntity: Name: NameFull: Omenn GS – PersonEntity: Name: NameFull: Patel LP – PersonEntity: Name: NameFull: Pedrera-Jiménez M – PersonEntity: Name: NameFull: Prunotto A – PersonEntity: Name: NameFull: Jebathilagam Samayamuthu M – PersonEntity: Name: NameFull: Sanz Vidorreta FJ – PersonEntity: Name: NameFull: Schriver ER – PersonEntity: Name: NameFull: Schubert P – PersonEntity: Name: NameFull: Serrano-Balazote P – PersonEntity: Name: NameFull: South AM – PersonEntity: Name: NameFull: Tan ALM – PersonEntity: Name: NameFull: Tan BWL – PersonEntity: Name: NameFull: Tibollo V – PersonEntity: Name: NameFull: Tippmann P – PersonEntity: Name: NameFull: Visweswaran S – PersonEntity: Name: NameFull: Xia Z – PersonEntity: Name: NameFull: Yuan W – PersonEntity: Name: NameFull: Zöller D – PersonEntity: Name: NameFull: Kohane IS – PersonEntity: Name: NameFull: Avillach P – PersonEntity: Name: NameFull: Guo Z – PersonEntity: Name: NameFull: Cai T IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Text: 2022 Oct Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 1532-0480 Numbering: – Type: volume Value: 134 Titles: – TitleFull: Journal of biomedical informatics Type: main |
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