A primer on the use of machine learning to distil knowledge from data in biological psychiatry

- 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.

A polygenic resilience score moderates the genetic risk for schizophrenia: Replication in 18,090 cases and 28,114 controls from the Psychiatric Genomics Consortium

- 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.

BrainGENIE: The Brain Gene Expression and Network Imputation Engine

- 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

A polygenic resilience score moderates the genetic risk for schizophrenia

- 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

Transcriptomic abnormalities in peripheral blood in bipolar disorder, and discrimination of the major psychoses

- 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.

Transcriptome-wide mega-analyses reveal joint dysregulation of immunologic genes and transcription regulators in brain and blood in schizophrenia

- 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