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Predicting heart failure outcomes by integrating breath-by-breath measurements from cardiopulmonary exercise testing and clinical data through a deep learning survival neural network.
Ross HJ, Peikari M, Vishram-Nielsen JKK, Fan CS, Hearn J, Walker M, Crowdy E, Alba AC, Manlhiot C. Ross HJ, et al. Among authors: crowdy e. Eur Heart J Digit Health. 2024 Jan 31;5(3):324-334. doi: 10.1093/ehjdh/ztae005. eCollection 2024 May. Eur Heart J Digit Health. 2024. PMID: 38774366 Free PMC article.
Neural Networks for Prognostication of Patients With Heart Failure.
Hearn J, Ross HJ, Mueller B, Fan CP, Crowdy E, Duhamel J, Walker M, Alba AC, Manlhiot C. Hearn J, et al. Among authors: crowdy e. Circ Heart Fail. 2018 Aug;11(8):e005193. doi: 10.1161/CIRCHEARTFAILURE.118.005193. Circ Heart Fail. 2018. PMID: 30354561
Genome-wide association scan identifies a colorectal cancer susceptibility locus on chromosome 8q24.
Zanke BW, Greenwood CM, Rangrej J, Kustra R, Tenesa A, Farrington SM, Prendergast J, Olschwang S, Chiang T, Crowdy E, Ferretti V, Laflamme P, Sundararajan S, Roumy S, Olivier JF, Robidoux F, Sladek R, Montpetit A, Campbell P, Bezieau S, O'Shea AM, Zogopoulos G, Cotterchio M, Newcomb P, McLaughlin J, Younghusband B, Green R, Green J, Porteous ME, Campbell H, Blanche H, Sahbatou M, Tubacher E, Bonaiti-Pellié C, Buecher B, Riboli E, Kury S, Chanock SJ, Potter J, Thomas G, Gallinger S, Hudson TJ, Dunlop MG. Zanke BW, et al. Among authors: crowdy e. Nat Genet. 2007 Aug;39(8):989-94. doi: 10.1038/ng2089. Epub 2007 Jul 8. Nat Genet. 2007. PMID: 17618283