Items where Author is "Shirwaikar, Rudresh D"
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Shirwaikar, Rudresh D and Acharya, Dinesh U and Makkithaya, Krishnamoorthi and Surulivelrajan, Mallayasamy and Srivastava, Shikhar and Lewis, Leslie (2019) Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction. Artificial Intelligence in Medicine, 98. pp. 59-76. ISSN 0933-3657

Shirwaikar, Rudresh D and Acharya, Dinesh U and Makkithaya, Krishnamoorthi and Mallayaswamy, Surulivelrajan and Lewis, Leslie Edward Simon (2018) Design Framework for a Data Mart in the Neonatal Intensive Care Unit. Critical Reviews in Biomedical Engineering, 46 (3). pp. 221-243. ISSN 0278-940X

Shirwaikar, Rudresh D and Acharya, Dinesh U and Makkithaya, Krishnamoorthi and Mallayaswamy, Surulivelrajan and Lewis, Leslie Edward Simon (2018) Design Framework for a Data Mart in the Neonatal Intensive Care Unit. Critical Reviews in Biomedical Engineering, 46 (3). pp. 221-243. ISSN 0278-940X

Shirwaikar, Rudresh D and Acharya, Dinesh U and Makkithaya, Krishnamoorthi and Mallyaswamy, Surulivelraja and Lewis, Leslie Edward Simon (2018) Estimation of Caffeine Regimens: A Machine Learning Approach for Enhanced Clinical Decision Making at a Neonatal Intensive Care Unit (NICU). Critical Reviews in Biomedical Engineering, 46 (02). pp. 117-133. ISSN 0278-940X

Mago, Nikhit and Shirwaikar, Rudresh D and Acharya, Dinesh U and Hegde, Govardhan and Lewis, Leslie Edward Simon and Shivakumar, M (2017) Partition and Hierarchical based Clustering Techniques for Analysis of Neonatal Data. In: International Conference on Cognition and Recognition, 29/12/2016, Bangalore.

Hegde, Govardhan and Makkithaya, Krishnamoorthi and Acharya, Dinesh U and Mago, Nikhit and Shirwaikar, Rudresh D (2017) Supervised Learning Techniques for Analysis of Neonatal Data. In: 2nd international Conference on Applied and Theoretical computing and communication Technology, 21/07/2016, SJB Institute of Technology, Bangalore.

Acharya, Dinesh U and Shirwaikar, Rudresh D and Makkithaya, Krishnamoorthi and RajanSurulivel, M and Lewis, Leslie (2016) Design and Development of a Real Time Data Mart for Neonatal Intensive Care Unit. In: International Conference on Recent Trends in Engineering and Material Sciences, 17/03/2016, Jaipur National University, Jaipur.

Shirwaikar, Rudresh D and Acharya, Dinesh U and Makkithaya, Krishnamoorthi and Surulivelrajan, Mallayasamy and Lewis, Leslie Edward Simon (2016) Machine Learning Techniques for Neonatal Apnea Prediction. Journal of Artificial Intelligence, 9 (1-3). ISSN 1994-5450

Mago, Nikhit and Srivastava, Shikhar and Shirwaikar, Rudresh D and Acharya, Dinesh U and Lewis, Leslie and Shivakumar, M (2016) Prediction of Apnea of Prematurity in Neonates using Support Vector Machines and Random Forests. In: International Conference on Contemporary Computing and Informatics, 14/12/2016, Amity University, Noida.

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