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Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU

by Mao, Qingqing, Jay, Melissa, Hoffman, Jana L, Calvert, Jacob, Barton, Christopher, Shimabukuro, David, Shieh, Lisa, Chettipally, Uli, Fletcher, Grant, Kerem, Yaniv, Zhou, Yifan, Das, Ritankar
Published in BMJ Open (2018)

“...OBJECTIVES: We validate a machine learning-based sepsis-prediction algorithm (InSight...”
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Semi-automated quantification of hard exudates in colour fundus photographs diagnosed with diabetic retinopathy

by Marupally, Abhilash Goud, Vupparaboina, Kiran Kumar, Peguda, Hari Kumar, Richhariya, Ashutosh, Jana, Soumya, Chhablani, Jay
Published in BMC Ophthalmol (2017)

“... (20 patients) with diabetic macular edema were obtained. A robust semi-automated algorithm...”
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Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting

by Desautels, Thomas, Calvert, Jacob, Hoffman, Jana, Mao, Qingqing, Jay, Melissa, Fletcher, Grant, Barton, Chris, Chettipally, Uli, Kerem, Yaniv, Das, Ritankar
Published in Biomed Inform Insights (2017)

“...Algorithm–based clinical decision support (CDS) systems associate patient-derived health data...”
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