Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Contextual Care Protocol using Neural Networks and Decision Trees
Published in International Conference on Advances in Electronics, Computer and Communications, 2018
A contextual care protocol is used by a medical practitioner for patient healthcare, given the context or situation that the specified patient is in. This paper proposes a method to build an automated self-adapting protocol which can help make relevant, early decisions for effective healthcare delivery. The hybrid model leverages neural networks and decision trees. The neural network estimates the chances of each disease and each tree in the decision trees represents care protocol for a disease. These trees are subject to change in case of aberrations found by the diagnosticians. These corrections or prediction errors are clustered into similar groups for scalability and review by the experts. The corrections as suggested by the experts are incorporated into the model.
Recommended citation: Panda, Minerva, Sinha, Y., Malviya P, Ali S.M., “Contextual Care Protocol using Neural Networks and Decision Trees” In International Conference on Advances in Electronics, Computers and Communications IEEE, 2018 http://academicpages.github.io/files/paper1.pdf
talks
Workshop on Medical Image Processing
Published:
Workshop on Medical Image Processing
Deep Learning for Medical Imaging and Healthcare
Published:
Deep Learning-enabled medical computer vision - Tutorial for graduate students
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.