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An unsupervised learning approach to identify novel signatures of health and disease from multimodal data.
Shomorony, Ilan; Cirulli, Elizabeth T; Huang, Lei; Napier, Lori A; Heister, Robyn R; Hicks, Michael; Cohen, Isaac V; Yu, Hung-Chun; Swisher, Christine Leon; Schenker-Ahmed, Natalie M; Li, Weizhong; Nelson, Karen E; Brar, Pamila; Kahn, Andrew M; Spector, Timothy D; Caskey, C Thomas; Venter, J Craig; Karow, David S; Kirkness, Ewen F; Shah, Naisha.
  • Shomorony I; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Cirulli ET; Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, 61820, USA.
  • Huang L; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Napier LA; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Heister RR; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Hicks M; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Cohen IV; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Yu HC; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Swisher CL; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Schenker-Ahmed NM; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Li W; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Nelson KE; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Brar P; J. Craig Venter Institute, La Jolla, CA, 92037, USA.
  • Kahn AM; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Spector TD; J. Craig Venter Institute, La Jolla, CA, 92037, USA.
  • Caskey CT; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Venter JC; J. Craig Venter Institute, La Jolla, CA, 92037, USA.
  • Karow DS; Human Longevity, Inc., San Diego, CA, 92121, USA.
  • Kirkness EF; Division of Cardiovascular Medicine, School of Medicine, University of California San Diego, La Jolla, CA, 92093, USA.
  • Shah N; Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
Genome Med ; 12(1): 7, 2020 01 10.
Article en En | MEDLINE | ID: mdl-31924279

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Genómica / Síndrome Metabólico / Metabolómica / Aprendizaje Automático no Supervisado Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans Idioma: En Año: 2020 Tipo del documento: Article

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Genómica / Síndrome Metabólico / Metabolómica / Aprendizaje Automático no Supervisado Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Humans Idioma: En Año: 2020 Tipo del documento: Article