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Hanna Suominen

Australian National University (ANU) - School of Computing

SCHOLARLY PAPERS

2

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205

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Scholarly Papers (2)

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1.

G2P2C – A Deep Reinforcement Learning Algorithm for Glucose Control by Glucose Prediction and Planning in Type 1 Diabetes

Number of pages: 22 Posted: 04 Oct 2022 Last Revised: 28 Dec 2022
Chirath Hettiarachchi, Nicolo Malagutti, Christopher Nolan, Hanna Suominen and Elena Daskalaki
Australian National University (ANU) - School of Computing, The Australian National University, The Australian National University, Australian National University (ANU) - School of Computing and Australian National University (ANU) - School of Computing
Downloads 205 (375,182)

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Algorithms, Control Systems, Diabetes Mellitus, Type 1, Insulin Infusion Systems, Pancreas, Artificial, Reinforcement Learning

2.

Has Machine Learning Over-Promised in Healthcare? A Critical Analysis and a Proposal for Improved Evaluation, with Evidence from Parkinson's Disease

Posted: 18 Jul 2022
Wenbo Ge, Christian Lueck, Hanna Suominen and Deborah Apthorp
Australian National University (ANU) - School of Computing, Canberra Hospital, Australian National University (ANU) - School of Computing and University of New England (Australia)

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Machine learning, Parkinson's disease, Inflationary effects, Evaluation methods, Disease classification