Swathi Prabhu

About

Area of interest: Medical image processing, Machine learning, Deep learning

Employment

• Manipal Institute of Technology Assistant Professor
  2024 - Present
• Shri Madhwa Vadiraja Institute of Technology and Management Assistant Professor
  2015 - 2019

Education

• Manipal School of Information Sciences (MSIS), MAHE Doctor of Philosophy
  2019 - 2024
• Nitte Mahalinga Adyanthaya Memorial Institute of Technology (NMAMIT) Master of Technology
  2013 - 2015
• SDM Institute of Technology (SDMIT) Bachelor of Engineering
  2009 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• Transforming patient management: a study on secure, cost-effective, automated remote monitoring of urine bags
  Scientific Reports 2025 DOI: 10.1038/s41598-025-24141-1
  +Save
• MultiSCCHisto-Net-KD: A deep network for multi-organ explainable squamous cell carcinoma diagnosis with knowledge distillation
  Computers in Biology and Medicine 2025 DOI: 10.1016/j.compbiomed.2024.109469
  +Save
• Multi-organ squamous cell carcinoma classification using feature interpretation technique for explainability
  Biocybernetics and Biomedical Engineering 2024 DOI: 10.1016/j.bbe.2024.03.001
  +Save
• Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-16372-z
  +Save
• AI-based carcinoma detection and classification using histopathological images: A systematic review
  Computers in Biology and Medicine 2022 DOI: 10.1016/j.compbiomed.2022.105209
  +Save
• High performance computation of big data: Performance optimization approach towards a parallel frequent item set mining algorithm for transaction data based on hadoop mapreduce Framework
  International Journal of Intelligent Systems and Applications 2017 DOI: 10.5815/ijisa.2017.01.08
  +Save
• Performance Analysis of Schedulers to Handle Multi Jobs in Hadoop Cluster
  International Journal of Modern Education and Computer Science 2015 DOI: 10.5815/ijmecs.2015.12.07
  +Save
• Performance enhancement of Hadoop MapReduce framework for analyzing BigData
  Proceedings of 2015 IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2015 2015 DOI: 10.1109/ICECCT.2015.7226049
  +Save
• An Efficient Approach to Optimize the Performance of Massive Small Files in Hadoop MapReduce Framework
  +Save
• Hadoop MapReduce job scheduler implementation and analysis in heterogeneous environment
  +Save