Juan Wachs

Regenstrief Institute — United States

Computer Science · Physical Sciences

33h-index4.3kcitations263works1.12yr avg
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Research Topics

Hand Gesture Recognition Systems(70), Surgical Simulation and Training(52), Augmented Reality Applications(36), Tactile and Sensory Interactions(31), Hearing Impairment and Communication(28)

Publications261 total

Automated Non-Invasive Burn Diagnostic System for Healthcare using Artificial Intelligence: AMBUSH-AI
Annals of Surgery·2026Open Access
Artificial intelligence in emergency surgery: a scoping review within the artificial intelligence in emergency and trauma surgery (ARIES) project
World Journal of Emergency Surgery·2026Open Access
Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment
Underline Science Inc.·2026Open Access
Trauma THOMPSON: A Dataset and Realistic Generative Framework for AI Copilots in Emergency Care
Underline Science Inc.·2026Open Access
Context-Aware Vision Language Model for Action Recognition
Lecture notes in computer science·2026
Clinical Decision Support for Extreme Prehospital Emergencies
Hot topics in acute care surgery and trauma·2026
Artificial Intelligent Assistants in Support of Trauma Surgery
Hot topics in acute care surgery and trauma·2026
The Trauma THOMPSON Dataset for Real-World Emergency AI
The Journal of Machine Learning for Biomedical Imaging·2025Open Access
An Egocentric Life-Saving Interventional Procedure Dataset of Actions, Medical Questions, Maneuvers and Tools
Scientific Data·2025Open Access
Haptic inference in a self-powered triboelectric textile system
Nano Energy·2025
A Framework for Advancing Burn Assessment With Artificial Intelligence
Military Medicine·2025Open Access
AI-Driven Integrated System for Burn Depth Prediction With Electronic Medical Records: Algorithm Development and Validation
JMIR Medical Informatics·2025Open Access
Knowledge-Driven Hypothesis Generation for Burn Diagnosis from Ultrasound with Vision-Language Model
Lecture notes in computer science·2025
A Magnetic-Actuated Vision-Based Whisker Array for Contact Perception and Grasping
2025· 1 cited
Democratizing advanced surgical guidance: decoupling the state-of-the-art from tertiary centers and breaking trail for autonomous robotic surgery in austere environments
2025
From Surgical Procedures to Glovebox Processing: Enhancing Safety and Efficiency in Glovebox Operations for High-Consequence Materials
Nuclear Science and Engineering·2024
The Trauma THOMPSON Challenge Report MICCAI 2023
Lecture notes in computer science·2024· 2 cited
Overview of the Trauma THOMPSON Challenge at MICCAI 2023
Lecture notes in computer science·2024· 2 cited
Coaching a Robotic Sonographer: Learning Robotic Ultrasound With Sparse Expert’s Feedback
IEEE Transactions on Medical Robotics and Bionics·2024· 5 citedOpen Access
UltraGelBot: Autonomous Gel Dispenser for Robotic Ultrasound
2024Open Access
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Frequent Co-authors

Helman I. Stern(12), Yael Edan(11), Voicu Popescu(10), Brian Mullis(9), Daniel Andersen(7), Sherri Marley(7), Mithun George Jacob(7), Edgar Rojas-Muñoz(7), Ben L. Zarzaur(7), Bradley S. Duerstock(6), María Eugenia Cabrera(6), Craig F. Feied(5), Glebys Gonzalez(5), Denny Yu(4), Jonathan A. Handler(4), María Eugenia Cabrera(4), Chengyuan Lin(4), Hairong Jiang(4), Mathias Kölsch(3), Jing Li(3)