Publications

Research

Exploring the intersection of AI, computer vision, and human behavior analysis.

6 Publications
45 Citations
3 h-index
Google Scholar
Publications

Published Work

2025

Journal Article

Multimodal Framework for Automatic Behavior Analysis of Children with Autism During ADOS-2

Bruno Carlos Dos Santos Melicio, Kaan Karakose, Adam Fodor, Linyun Xiang, Viktor Varga, Latha Soorya, Emily Dillon, Peter Kun, Andras Sarkany, Mohamed Chetouani, Kristian Fenech, Andras Lorincz

Cognitive Computation, 17(4), 137, 2025

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Conference

Examining Object Play Initiation Delays during ADOS-2 Make-Believe Play Task

Bruno Carlos Dos Santos Melicio, Kaan Karakose, Peter Gergo Molnar, Khaleel Kamal, Andras Sarkany, Fouad Alshaban, Iman Ghazal, Fatema Al-Faraj, Latha Valluripalli Soorya, Kristian Fenech, Andras Lorincz

International Society for Autism Research (INSAR) 2025

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Conference

Automated Detection of Play Behavior in the ADOS-2 Make-Believe Play Task Using Composite AI

Kaan Karakose, Peter Gergo Molnar, Bruno Carlos Dos Santos Melicio, Khaleel Kamal, Andras Sarkany, Latha Valluripalli Soorya, Kristian Fenech, Andras Lorincz

International Society for Autism Research (INSAR) 2025

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2023

Conference

Composite AI for Behavior Analysis in Social Interactions

Bruno Carlos Dos Santos Melicio, Linyun Xiang, Emily Dillon, Latha Soorya, Mohamed Chetouani, Andras Sarkany, Peter Kun, Kristian Fenech, Andras Lorincz

Companion Publication of the 25th International Conference on Multimodal Interaction (ICMI) 2023

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2022

Journal Article

AI Technologies for Machine Supervision and Help in a Rehabilitation Scenario

Gabor Baranyi, Bruno Carlos Dos Santos Melicio, Zsofia Gaal, Levente Hajder, Andras Simonyi, Daniel Sindely, Joul Skaf, Ondrej Dusek, Tomas Nekvinda, Andras Lorincz

Multimodal Technologies and Interaction (MTI), 2022

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2021

Conference

DeepRehab: Real Time Pose Estimation on the Edge for Knee Injury Rehabilitation

Bruno Carlos Dos Santos Melicio, Gabor Baranyi, Zsofia Gaal, Sohil Zidan, Andras Lorincz

International Conference on Artificial Neural Networks (ICANN), 2021

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Ongoing

Research Projects

Active

Composite AI for ADOS-2 Behavior Analysis

Developing multimodal AI systems to automatically analyze behavioral markers in children during ADOS-2 diagnostic assessments for Autism Spectrum Disorder.

Computer Vision Multimodal AI Healthcare
Active

Early Detection of Neurodevelopmental Disorders

Leveraging AI and machine learning to enable earlier and more accurate detection of neurodevelopmental disorders, improving outcomes for children and families.

Machine Learning Early Detection Clinical AI
Completed

DeepRehab: AI-Assisted Physical Rehabilitation

Real-time pose estimation on edge devices for knee injury rehabilitation, enabling remote physiotherapy guidance with AI-powered feedback.

Pose Estimation Edge Computing Rehabilitation