Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts.
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| Title: | Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts. |
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| Authors: | Schiff L; Google Research, Mountain View, CA, USA., Migliori B; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Chen Y; Google Research, Mountain View, CA, USA., Carter D; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Bonilla C; Google Research, Mountain View, CA, USA., Hall J; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Fan M; Google Research, Mountain View, CA, USA., Tam E; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Ahadi S; Google Research, Mountain View, CA, USA., Fischbacher B; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Geraschenko A; Google Research, Mountain View, CA, USA., Hunter CJ; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Venugopalan S; Google Research, Mountain View, CA, USA., DesMarteau S; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Narayanaswamy A; Google Research, Mountain View, CA, USA., Jacob S; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Armstrong Z; Google Research, Mountain View, CA, USA., Ferrarotto P; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Williams B; Google Research, Mountain View, CA, USA., Buckley-Herd G; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Hazard J; Google Research, Mountain View, CA, USA., Goldberg J; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Coram M; Google Research, Mountain View, CA, USA., Otto R; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Baltz EA; Google Research, Mountain View, CA, USA., Andres-Martin L; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Pritchard O; Google Research, Mountain View, CA, USA., Duren-Lubanski A; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Daigavane A; Google Research, Mountain View, CA, USA., Reggio K; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Nelson PC; Google Research, Mountain View, CA, USA., Frumkin M; Google Research, Mountain View, CA, USA., Solomon SL; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Bauer L; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Aiyar RS; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Schwarzbach E; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Noggle SA; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Monsma FJ Jr; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Paull D; The New York Stem Cell Foundation Research Institute, New York, NY, USA., Berndl M; Google Research, Mountain View, CA, USA. marcberndl@google.com., Yang SJ; Google Research, Mountain View, CA, USA. samuely@google.com., Johannesson B; The New York Stem Cell Foundation Research Institute, New York, NY, USA. johannesson.bjarki@gmail.com. |
| Corporate Authors: | NYSCF Global Stem Cell Array® Team |
| Source: | Nature communications [Nat Commun] 2022 Mar 25; Vol. 13 (1), pp. 1590. Date of Electronic Publication: 2022 Mar 25. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 35338121 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Schiff+L%22">Schiff L</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Migliori+B%22">Migliori B</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Carter+D%22">Carter D</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Bonilla+C%22">Bonilla C</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hall+J%22">Hall J</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Fan+M%22">Fan M</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Tam+E%22">Tam E</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Ahadi+S%22">Ahadi S</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Fischbacher+B%22">Fischbacher B</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Geraschenko+A%22">Geraschenko A</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hunter+CJ%22">Hunter CJ</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Venugopalan+S%22">Venugopalan S</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22DesMarteau+S%22">DesMarteau S</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Narayanaswamy+A%22">Narayanaswamy A</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Jacob+S%22">Jacob S</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Armstrong+Z%22">Armstrong Z</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ferrarotto+P%22">Ferrarotto P</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Williams+B%22">Williams B</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Buckley-Herd+G%22">Buckley-Herd G</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Hazard+J%22">Hazard J</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Goldberg+J%22">Goldberg J</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Coram+M%22">Coram M</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Otto+R%22">Otto R</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Baltz+EA%22">Baltz EA</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Andres-Martin+L%22">Andres-Martin L</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Pritchard+O%22">Pritchard O</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Duren-Lubanski+A%22">Duren-Lubanski A</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Daigavane+A%22">Daigavane A</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Reggio+K%22">Reggio K</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Nelson+PC%22">Nelson PC</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Frumkin+M%22">Frumkin M</searchLink>; Google Research, Mountain View, CA, USA.<br /><searchLink fieldCode="AU" term="%22Solomon+SL%22">Solomon SL</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Bauer+L%22">Bauer L</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Aiyar+RS%22">Aiyar RS</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Schwarzbach+E%22">Schwarzbach E</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Noggle+SA%22">Noggle SA</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Monsma+FJ+Jr%22">Monsma FJ Jr</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Paull+D%22">Paull D</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Berndl+M%22">Berndl M</searchLink>; Google Research, Mountain View, CA, USA. marcberndl@google.com.<br /><searchLink fieldCode="AU" term="%22Yang+SJ%22">Yang SJ</searchLink>; Google Research, Mountain View, CA, USA. samuely@google.com.<br /><searchLink fieldCode="AU" term="%22Johannesson+B%22">Johannesson B</searchLink>; The New York Stem Cell Foundation Research Institute, New York, NY, USA. johannesson.bjarki@gmail.com. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22NYSCF+Global+Stem+Cell+Array®+Team%22">NYSCF Global Stem Cell Array® Team</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2022 Mar 25; Vol. 13 (1), pp. 1590. <i>Date of Electronic Publication: </i>2022 Mar 25. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Pub%2E+Group%22">Nature Pub. Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101528555 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2041-1723 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220411723%22">20411723 </searchLink><i>NLM ISO Abbreviation: </i>Nat Commun <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=35338121 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41467-022-28423-4 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1590 Titles: – TitleFull: Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Schiff L – PersonEntity: Name: NameFull: Migliori B – PersonEntity: Name: NameFull: Chen Y – PersonEntity: Name: NameFull: Carter D – PersonEntity: Name: NameFull: Bonilla C – PersonEntity: Name: NameFull: Hall J – PersonEntity: Name: NameFull: Fan M – PersonEntity: Name: NameFull: Tam E – PersonEntity: Name: NameFull: Ahadi S – PersonEntity: Name: NameFull: Fischbacher B – PersonEntity: Name: NameFull: Geraschenko A – PersonEntity: Name: NameFull: Hunter CJ – PersonEntity: Name: NameFull: Venugopalan S – PersonEntity: Name: NameFull: DesMarteau S – PersonEntity: Name: NameFull: Narayanaswamy A – PersonEntity: Name: NameFull: Jacob S – PersonEntity: Name: NameFull: Armstrong Z – PersonEntity: Name: NameFull: Ferrarotto P – PersonEntity: Name: NameFull: Williams B – PersonEntity: Name: NameFull: Buckley-Herd G – PersonEntity: Name: NameFull: Hazard J – PersonEntity: Name: NameFull: Goldberg J – PersonEntity: Name: NameFull: Coram M – PersonEntity: Name: NameFull: Otto R – PersonEntity: Name: NameFull: Baltz EA – PersonEntity: Name: NameFull: Andres-Martin L – PersonEntity: Name: NameFull: Pritchard O – PersonEntity: Name: NameFull: Duren-Lubanski A – PersonEntity: Name: NameFull: Daigavane A – PersonEntity: Name: NameFull: Reggio K – PersonEntity: Name: NameFull: Nelson PC – PersonEntity: Name: NameFull: Frumkin M – PersonEntity: Name: NameFull: Solomon SL – PersonEntity: Name: NameFull: Bauer L – PersonEntity: Name: NameFull: Aiyar RS – PersonEntity: Name: NameFull: Schwarzbach E – PersonEntity: Name: NameFull: Noggle SA – PersonEntity: Name: NameFull: Monsma FJ Jr – PersonEntity: Name: NameFull: Paull D – PersonEntity: Name: NameFull: Berndl M – PersonEntity: Name: NameFull: Yang SJ – PersonEntity: Name: NameFull: Johannesson B IsPartOfRelationships: – BibEntity: Dates: – D: 25 M: 03 Text: 2022 Mar 25 Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 2041-1723 Numbering: – Type: volume Value: 13 – Type: issue Value: 1 Titles: – TitleFull: Nature communications Type: main |
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