Research & Development Portfolio

Building India's Healthcare Infrastructure Through Research

A transparent view into our research pipeline, development progress, and team structure across AI Clinical Intelligence, Medical Imaging, and Platform Engineering.

Active Projects
4
Research Team
7
Avg. Progress
59%
Last Updated
Mar '26
Research & Development

AI Research & Model Development

Our research division is developing foundational AI models for symptom analysis, medical imaging, and diagnostic support. Each project follows rigorous research methodology with transparent progress tracking and measurable objectives.

AA
Anjali Aggarwal
Chief Research Officer

Symptom-to-Department Classification Model

Intelligent symptom analysis for accurate department routing in healthcare facilities

Developing a natural language processing model that analyzes patient symptom descriptions in multiple Indian languages and predicts the appropriate medical department for consultation. The model uses a custom trained transformer architecture with domain specific fine tuning on Indian healthcare data, achieving context aware understanding of vernacular symptom reporting.

Overall Development Progress 70%
Last updated: 29 March 2026
✓
Data Collection
Completed
✓
Model Training
Completed
✓
Initial Build
Completed
Testing Phase
In Progress
Fine-Tuning
Pending
Validation
Pending
NLP
Transformers
Multi-Lingual
Classification
AT
Aashna
Research Officer (Lead)

Brain Tumor Detection Model

Deep learning model for automated MRI based brain tumor identification and classification

Building a convolutional neural network for detecting and classifying brain tumors from MRI scans. The model employs advanced image processing techniques including data augmentation, attention mechanisms, and ensemble learning to achieve clinical grade accuracy. Designed for deployment in resource constrained settings with minimal computational overhead.

Overall Development Progress 55%
Last updated: 27 March 2026
✓
Dataset Prep
Completed
✓
Architecture Design
Completed
✓
Model Training
Completed
Performance Testing
In Progress
Fine-Tuning
Pending
Clinical Validation
Pending
Computer Vision
CNN
MRI Analysis
Medical Imaging
Research Team
Devansh Diwakar
Ujjwal Sharma
VY
Vikash Yadav
Research Officer

X-Ray Multi-Disease Detection with Explainable AI

Comprehensive chest X-ray analysis with visual explanations and heat mapping

Developing a sophisticated multi-label classification model for detecting multiple respiratory and thoracic conditions from chest X-rays. The system integrates explainable AI (X-AI) techniques including Grad-CAM heat maps, attention visualization, and anatomical region highlighting to provide clinically interpretable results. Pain point mapping identifies specific areas of concern with localization accuracy, enabling radiologists to validate findings efficiently.

Overall Development Progress 48%
Last updated: 28 March 2026
✓
Literature Review
Completed
✓
Dataset Curation
Completed
Model Development
In Progress
X-AI Integration
In Progress
Testing
Pending
Clinical Trials
Pending
Explainable AI
Grad-CAM
Multi-Label
Radiology
Heat Mapping
Platform Engineering
Platform Engineering

Web Application & Integration Development

Building the unified healthcare platform that connects AI models, patient records, and care networks into a seamless, ABHA-integrated experience accessible across India.

PY
Prabhat Yadav
Web Application Head

Unified Healthcare Platform Development

Full-stack web application integrating AI models, patient records, and care coordination

Engineering the core web application that serves as the central interface for patients, healthcare providers, and administrators. This platform integrates all AI diagnostic models (OejaSymp, OejaScan), manages ABHA-linked health records with blockchain verified data integrity, and orchestrates the OejaRekha volunteer network. Built with scalability and offline, first architecture to serve rural India with intermittent connectivity.

Overall Development Progress 65%
Last updated: 29 March 2026
✓
Architecture Design
Completed
✓
Frontend Framework
Completed
✓
Backend APIs
Completed
AI Model Integration
In Progress
ABHA Integration
In Progress
Security Audit
Pending
React.js
Node.js
PostgreSQL
REST APIs
PWA
ABHA