A primer on the use of machine learning to distil knowledge from data in biological psychiatry
- Creator: Quinn, Thomas P. , Hess, Jonathan L. , Breen, Michael S. , Barnett, Eric J. , Zhang-James, Yanli , Ahsen, Mehmet Eren , Cao, Han , Chen, Junfang , Hou, Jiahui , Salekin, Asif , Lin, Ping-I , Nicodemus, Kristin K. , Marshe, Victoria S. , Meyer-Lindenberg, Andreas , Bichindaritz, I , Faraone, SV , Cairns, Murray J. , Pandey, G , Müller, DJ , Glatt, SJ , Barnett, Michelle M. , Hauschild, Anne-Christin , Maciukiewicz, Malgorzata , Elsheikh, Samar S. M. , Men, Xiaoyu , Schwarz, Emanuel , Trakadis, Yannis J.
- Resource Type: journal article
- Date: 2024
A polygenic resilience score moderates the genetic risk for schizophrenia: Replication in 18,090 cases and 28,114 controls from the Psychiatric Genomics Consortium
- Creator: Hess, Jonathan L. , Mattheisen, Manuel , Henskens, Frans A. , Kelly, Brian J. , Loughland, Carmel M. , Michie, Patricia T. , Schall, Ulrich , Scott, Rodney J. , Tooney, Paul A. , Schizophrenia Working Group of the Psychiatric Genomics Consortium, , Greenwood, Tiffany A. , Tsuang, Ming T. , Edenberg, Howard J. , Holmans, Peter , Faraone, Stephen V. , Glatt, Stephen J. , Cairns, Murray J.
- Resource Type: journal article
- Date: 2023
BrainGENIE: The Brain Gene Expression and Network Imputation Engine
- Creator: Hess, Jonathan L. , Quinn, Thomas P. , Kumarasinghe, Nishantha , Ophoff, Roel , Schall, Ulrich , Scott, Rodney , Stamova, Boryana , Tooney, Paul , Kong, Sek Won , Cairns, Murray , Tsuang, Ming T. , Faraone, Stephen V. , Zhang, Chunling , Glatt, Stephen J. , Hearn, Gentry C. , Chen, Samuel , Beveridge, Natalie Jane , Carr, Vaughan , de Jong, Simone , Gardiner, Erin , Kelly, Brian
- Resource Type: journal article
- Date: 2023
A polygenic resilience score moderates the genetic risk for schizophrenia
- Creator: Hess, Jonathan L. , Tylee, Daniel S. , Mattheisen, Manuel , Schizophrenia Working Group of the Psychiatric Genomics Consortium , Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSYCH) , Børglum, Anders D. , Als, Thomas D. , Grove, Jakob , Werge, Thomas , Mortensen, Preben Bo , Mors, Ole , Nordentoft, Merete , Hougaard, David M. , Byberg-Grauholm, Jonas , Bækvad-Hansen, Maree , Greenwood, Tiffany A. , Tsuang, Ming T. , Curtis, David , Steinberg, Stacy , Sigurdsson, Engilbert , Stefánsson, Hreinn , Stefánsson, Kári , Edenberg, Howard J. , Holmans, Peter , Faraone, Stephen V. , Glatt, Steven J. , Cairns, Murray J. , Carr, Vaughan J. , Henskens, Frans A. , Kelly, Brian J. , Loughland, Carmel M. , Michie, Patricia T. , Schall, Ulrich A, , Scott, Rodney , Tooney, Paul
- Resource Type: journal article
- Date: 2021
Transcriptomic abnormalities in peripheral blood in bipolar disorder, and discrimination of the major psychoses
- Creator: Hess, Jonathan L. , Tylee, Daniel S. , Barve, Rahul , de Jong, Simone , Ophoff, Roel A. , Kumarasinghe, Nishantha , Tooney, Paul , Schall, Ulrich , Gardiner, Erin , Beveridge, Natalie Jane , Scott, Rodney J. , Yasawardene, Surangi , Perera, Antoinette , Mendis, Jayan , Carr, Vaughan , Kelly, Brian , Cairns, Murray , Neurobehavioural Genetics Unit, , Tsuang, Ming T. , Glatt, Stephen J.
- Resource Type: journal article
- Date: 2020
Transcriptome-wide mega-analyses reveal joint dysregulation of immunologic genes and transcription regulators in brain and blood in schizophrenia
- Creator: Hess, Jonathan L. , Tylee, Daniel S. , Scott, Rodney J. , Yasawardene, Surangi , Perera, Antionette , Mendis, Jayan , Carr, Vaughan , Kelly, Brian , Cairns, Murray , Tsuang, Ming T. , Glatt, Stephen J. , Barve, Rahul , de Jong, Simone , Ophoff, Roel A. , Kumarasinghe, Nishantha , Tooney, Paul , Schall, Ulrich , Gardiner, Erin , Beveridge, Natalie Jane
- Resource Type: journal article
- Date: 2016