Products

Modeling Ocular Phenomena

Transforming Intravitreal Drug Delivery with Deep Learning

Our innovative Physics-Informed Neural Network (PINN) framework accurately predicts the transport of drugs within the vitreous humor by integrating advanced neural network architectures with the physics of intravitreal fluid dynamics.

Glaucoma Detection Through Multi-Modal Integration of Retinal Images and Clinical Biomarkers

We developed a hybrid fusion model integrating Vision Transformers and ResNet50 with clinical biomarker analysis to enhance glaucoma detection accuracy up to 99.4%. This innovative approach combines deep learning with clinical data to provide a comprehensive, highly accurate diagnostic tool, significantly improving early detection and management of glaucoma.

Treatment Plans with AI-Driven Medical Protocols

We utilize advanced AI to create personalized medical protocols, optimizing treatment plans by analyzing patient data and clinical research. 1. Tailored protocol design for individualized treatment plans that enhance patient outcomes. 2. Innovative, data-driven protocols for healthcare professionals that improve standard practices. 3. Comprehensive clinical protocol development to ensure consistency and quality in the treatment pipeline. 4. Advanced data-driven pharmacokinetics protocols to streamline drug development processes.