Multimodal Federated Learning in Healthcare: a Review

no code implementations • 14 Oct 2023 • Jacob Thrasher, Alina Devkota, Prasiddha Siwakotai, Rohit Chivukula, Pranav Poudel, Chaunbo Hu, Binod Bhattarai, Prashnna Gyawali

Recent advancements in multimodal machine learning have empowered the development of accurate and robust AI systems in the medical domain, especially within centralized database systems.

Federated Learning

COVID-19 Literature Mining and Retrieval using Text Mining Approaches

no code implementations • 29 May 2022 • Sanku Satya Uday, Satti Thanuja Pavani, T. Jaya Lakshmi, Rohit Chivukula

Similarly, fabricate vectors for titles in the CORD-19 dataset.

Literature Mining Retrieval

Classifying Human Activities using Machine Learning and Deep Learning Techniques

no code implementations • 19 May 2022 • Sanku Satya Uday, Satti Thanuja Pavani, T. Jaya Lakshmi, Rohit Chivukula

Experiment results proved that the Linear Support Vector Classifier in machine learning and Gated Recurrent Unit in Deep Learning provided better accuracy for human activity recognition compared to other classifiers.

BIG-bench Machine Learning Data Visualization +3