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Research Output 2008 2019

  • 73 Citations
  • 5 h-Index
  • 10 Article
  • 7 Conference contribution
  • 1 Conference article
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Article
2019

Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction

Shirwaikar, R. D., Acharya U, D., Makkithaya, K., M, S., Srivastava, S. & Lewis U, L. E. S., 01-07-2019, In : Artificial Intelligence in Medicine. 98, p. 59-76 18 p.

Research output: Contribution to journalArticle

Apnea
Neural Networks (Computer)
Neural networks
Decision Trees
Multilayer neural networks
2018

Design framework for a data mart in the neonatal intensive care unit

Shirwaikar, R. D., Dinesh Acharya, U., Makkithaya, K., Mallayaswamy, S. & Lewis, L. E. S., 01-01-2018, In : Critical Reviews in Biomedical Engineering. 46, 3, p. 221-243 23 p.

Research output: Contribution to journalArticle

Intensive care units
Computer systems
Decision making
Galaxies
Data mining
2 Citations (Scopus)
Caffeine
Intensive care units
Learning systems
Decision making
Physiology
2017
13 Citations (Scopus)
Public health
Classifiers
Costs
Sampling
Data mining
2016
5 Citations (Scopus)

Machine learning techniques for neonatal apnea prediction

Shirwaikar, R. D., Acharya, U. D., Makkithaya, K., Surulivel, R. M. & Lewis, L. E. S., 2016, In : Journal of Artificial Intelligence. 9, 1-3, p. 33-38 6 p.

Research output: Contribution to journalArticle

Learning systems
Decision trees
Support vector machines
Intensive care units
Learning algorithms
2015

A minimal e-referral for meaningful share of maternal health information in public health scenarios

Rao, R. R., Makkithaya, K., Kamath, V. G. & Cordeiro, R., 2015, In : International Journal of Electronic Healthcare. 8, 2-4, p. 142-162 21 p.

Research output: Contribution to journalArticle

Referral and Consultation
Public Health
Health
Hospital Information Systems
Maternal Health
10 Citations (Scopus)
Anchors
Computational efficiency
Costs
1 Citation (Scopus)

Data driven approach to monitoring and fault detection in process control plants

Varghese, L., George, V. I., Makkithaya, K. & Kumar, A., 2015, In : International Journal of Control Theory and Applications. 8, 3, p. 1121-1128 8 p.

Research output: Contribution to journalArticle

Fault detection
Process control
Monitoring
Supervised learning
Learning algorithms
2014
20 Citations (Scopus)

Multiconstrained and multipath QoS aware routing protocol for MANETs

Balachandra, M., Prema, K. V. & Makkithaya, K., 01-01-2014, In : Wireless Networks. 20, 8, p. 2395-2408 14 p.

Research output: Contribution to journalArticle

Routing protocols
Quality of service
Mobile ad hoc networks
Jitter
Network protocols
1 Citation (Scopus)
Navigation
Robots
Lighting
Stereo vision
Military applications