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Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine.

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Title: Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine.
Authors: Wang KYX; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia., Pupo GM; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia., Tembe V; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia., Patrick E; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China., Strbenac D; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia., Schramm SJ; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia., Thompson JF; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.; Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Sydney, NSW, 2050, Australia.; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia., Scolyer RA; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia.; Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, 2050, Australia., Muller S; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematical and Physical Sciences, Macquarie University, Sydney, NSW, 2109, Australia., Tarr G; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China., Mann GJ; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia. graham.mann@anu.edu.au.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia. graham.mann@anu.edu.au.; John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia. graham.mann@anu.edu.au., Yang JYH; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia. jean.yang@sydney.edu.au.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia. jean.yang@sydney.edu.au.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China. jean.yang@sydney.edu.au.
Source: NPJ digital medicine [NPJ Digit Med] 2022 Jul 04; Vol. 5 (1), pp. 85. Date of Electronic Publication: 2022 Jul 04.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Wang+KYX%22">Wang KYX</searchLink>; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Pupo+GM%22">Pupo GM</searchLink>; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Tembe+V%22">Tembe V</searchLink>; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Patrick+E%22">Patrick E</searchLink>; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China.<br /><searchLink fieldCode="AU" term="%22Strbenac+D%22">Strbenac D</searchLink>; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Schramm+SJ%22">Schramm SJ</searchLink>; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Thompson+JF%22">Thompson JF</searchLink>; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.; Department of Melanoma and Surgical Oncology, Royal Prince Alfred Hospital, Sydney, NSW, 2050, Australia.; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia.<br /><searchLink fieldCode="AU" term="%22Scolyer+RA%22">Scolyer RA</searchLink>; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia.; Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia.; Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, 2050, Australia.<br /><searchLink fieldCode="AU" term="%22Muller+S%22">Muller S</searchLink>; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; School of Mathematical and Physical Sciences, Macquarie University, Sydney, NSW, 2109, Australia.<br /><searchLink fieldCode="AU" term="%22Tarr+G%22">Tarr G</searchLink>; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China.<br /><searchLink fieldCode="AU" term="%22Mann+GJ%22">Mann GJ</searchLink>; The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, 2006, Australia. graham.mann@anu.edu.au.; Melanoma Institute Australia, The University of Sydney, North Sydney, NSW, 2006, Australia. graham.mann@anu.edu.au.; John Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia. graham.mann@anu.edu.au.<br /><searchLink fieldCode="AU" term="%22Yang+JYH%22">Yang JYH</searchLink>; Charles Perkins Centre, The University of Sydney, Sydney, NSW, 2006, Australia. jean.yang@sydney.edu.au.; School of Mathematics and Statistics, The University of Sydney, Sydney, NSW, 2006, Australia. jean.yang@sydney.edu.au.; Laboratory of Data Discovery for Health Limited (D²4H) Science Park, Hong Kong, SAR, China. jean.yang@sydney.edu.au.
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