Projects

Medical XR and Computer Vision

3D AR Surgical Microscope

Published in IJCARS - A real-time CT-augmented stereo microscope system using camera calibration and electromagnetic tracking

AR Guidance for Brachytherapy

Electromagnetic tracking and AR visualization of needles in Ultrasound-guided brachytherapy - built for HoloLens 2

Surgical Instrument Tracking

Accepted to AOS - Automated instrument tracking of the drill and suction irrigator in mastoidectomy surgery videos using YOLOv8

Sonification for Tumor Localization

Accepted to SIGCHI - An interactive auditory display using shape sonification to assist with tumor margin localization in breast cancer surgery

3D Reconstruction and Fusion

Published by IEEE - 3D reconstruction and fusion of the surface of breast phantoms imaged with MRI and stereo camera for guidance in robotic-assisted biopsy

SurgiSim VR Microscope

Published in IJCARS - Designing and refining a VR microscope user experience and interaction to optimize surgical rehearsal and education

ResQVision - AR Aid for Emergency Responders

Designed and implemented as part of the Stanford d.school Creativity in Research Scholars program - built for HoloLens2

AR for Transcranial Magnetic Stimulation Treatment

A mixed reality neuronavigation system that allows brain MRI visualization during transcranial magnetic stimulation Treatment - built for Magic Leap

Brand Product Identification with Deep Learning

CS231N course project - An image matching method for building prediction and recommendation models to help brands improve their ROI for performance marketing

XR Hackathons

Dr. Clippy

Built at Treehacks 2024 - A spatial AI research assistant designed to enhance your desktop research workflow - built for Apple Vision Pro

EduVision

Winner at MIT Reality Hack 2024 - A 3D printed XR microscope for accessible scientific experiments - built for Android and Looking Glass

Touchless Heartbeat

Winner of Stanford XR Hackathon 2023 - A realtime AR visualization of the heart rate estimated using deep learning - built for HoloLens 2

PainPal

Built at MIT Reality Hack 2023 - PainPal gives patients a VR pain-t brush to express and convey the pain they feel to clinicians and their loved ones - built for Meta Quest Pro

arthRIGHT

Built at Health Hacks 2023 - First VR app to provide live gait retraining using clinical metrics and remote monitoring for Osteoarthritis patients - built for Meta Quest 2

ARWEAR

AR app for fashion try-on using 2D to 3D generative AI and body tracking - built for iOS

Neural Engineering

High Resolution Electrical Stimulation of the Retina

Awarded Best 3MT Thesis and People's Choice Award at AUB IDEAS 2019 - Stimulating retinal ganglion cells using a flexible, high-density, penetrating retinal interface in a subretinal configuration

Biomechanical Model for US Effect on Neural Excitability

Published by IEEE - A computational model that investigates the impact of biomechanics of Ultrasound (US) stimulation on the membrane potential of an active neuron