For details on my publications, visit the Publications tab. To see select (product development) projects that I have worked on previously, click here.
Ongoing at IIIT Hyderabad
Team Members: Naren Akash R J, Rudransh Agarwal and Jayanthi Sivaswamy
Developing an anatomy-inspired graph model of the lung based on morphology from 3D CT volumes to analyze spatial distribution and texture patterns of diffuse parenchymal diseases using graph neural networks.
Team Members: Naren Akash R J, Shreyas Reddy Palley and Jayanthi Sivaswamy
Formulating methods to effectively integrate free-text medical reports (more the norm in a clinical setting than structured reports), which complement image data with detailed descriptions of findings, into segmentation pipelines for improved pathology delineation.
Team Members: Naren Akash R J, Soham Vatsal Vaishnav and Jayanthi Sivaswamy
Leveraging the inherent spatial arrangement of organs in the human body as an explicit prior to enhance segmentation performance in challenging medical images.
Team Members: Anirudh Kaushik, Naren Akash R J and Jayanthi Sivaswamy
Developing methods for synthesizing 3D brain scans with improved controllability to manipulate anatomical and imaging features.
Select Completed Projects
Research-focused works aimed at academic publication, rather than product development, are detailed in the Publications tab.
Team Members: Naren Akash R J and Mohit Jain (Microsoft Research)
Designed a multimodal WhatsApp-based chatbot leveraging multimodal large language models and retrieval-augmented generation to meet the information needs of community health workers in India.
Team Members: Ananditha Raghunath, Naren Akash R J and Mohit Jain (Microsoft Research)
Developed voice-based technologies integrated with LLMs in a WhatsApp-based chatbot to optimize clinical documentation by enabling the creation, editing, and verification of health records from consultation audio.