CONFERENCE SCHEDULE
MedAI 2026
Conference Schedule — Oral and Hybrid Sessions.
DAY 1 Tuesday, May 5, 2026
11:45 – 13:00
Session 1 Hybride
Hybrid
Digital Health, Telemedicine & Remote Monitoring
#3 Toward Reliable and Explainable Retinal Vessel Segmentation Using Advanced Deep Architectures
#86 An ESP32-Based IoT Validation Framework and Smart Device ECG Monitoring
#136 A Hybrid Preprocessing and Deep Learning Framework for, Breast Tumor Segmentation in 3D Automated Breast Ultrasound
14:00– 15:30
Session 2 -Hybride
Hybrid
AI-Driven Clinical Systems & Multi-Agent Architectures
#69 Spatiotemporal Variability of PM2.5 Particles in Primary School Classrooms in Safi, Morocco
#41 Artificial Intelligence in Hypertension with a Nephrology Lens: Clinical Applications, Challenges, and Future Directions
#130 MedFuse-NS: A Neuro-Symbolic Multimodal Federated Framework for Explainable Psychiatric State Monitoring
#4 Design and Development of an AI-Supported Platform for Clinical Reasoning Education Using a Vibe Coding Approach
15:30 – 16:30
Session 3
In-Person
Cancer Pathology AI & Histopathology
#55 Reliability and Clinical Safety of Generative AI in Colorectal Oncology Information Delivery
#117 AI-Assisted Auto-Contouring for Organs at Risk and Lymph Node Areas in Head and Neck Cancer Radiotherapy
#112 BreastEdge AI: Multi-Model Sovereign Pipeline for Few-Shot Prototypical Classification in Mammary Histopathology
15:30 – 16:30
Session 4
In-Person
Pathology AI & Multimodal Fusion
#128 Pathology MCP Server: A Protocol-Native Tool Layer for Breast Histopathology Workflows and Agentic AI Integration
#122 From Monolithic Multimodal Fusion to Agentic Decision Systems: Multi-label Radiology Classification
#77 PCA-Based U-Net for Hyperspectral Overlapping Chromosome Segmentation
15:30 – 16:30
Session 5
In-Person
ECG Analysis & Cardiac Monitoring
#120 Adaptive and Safety-Aware ECG Denoising via Hybrid CBR–LLM Supervision
#121 Robust-ECG: Frequency-Temporal Fusion Network for ECG Arrhythmia Classification Under Clinical Noise
#129 Ultra Low Power ECG Denoising Architecture Combining ADTF with Lifting DWT for Wearable Cardiac Monitoring
15:30 – 16:30
Session 6
In-Person
Advanced Medical Imaging & Computational Methods
#23 Computational and AI-Assisted Respiratory Diagnostics via Forced Oscillation Technique
#25 Piezoelectric Transformers for Medical Applications: Modeling and Performance Analysis
#124 Generative Adversarial Network–Based Virtual Multi-Sequence MR Brain Tumor Generation from T1-Weighted Images
#107 A Post-Processing Technique for Emulating Quantum Entanglement and Polarization Correlations in PET Imaging
DAY 2 Wednesday, May 6, 2026
09:00 – 10:15
Session 7
In-Person
Ophthalmology, Dental & Clinical AI
#3 Toward Reliable and Explainable Retinal Vessel Segmentation Using Advanced Deep Architectures
#7 Morphological Preprocessing Quality Index: A Novel Framework for Standardizing Preprocessing Evaluation in Diabetic Retinopathy Screening
#11 Smile Design and Artificial Intelligence: Literature Review
#127 Accuracy of Three-Dimensional Virtual Surgical Planning in Orthognathic Surgery for Non-Syndromic Cleft Lip and Palate
09:00 – 10:15
Session 8
In-Person
Clinical Decision Support & Precision Medicine
#10 Application of Artificial Intelligence-Based Formulas for Calculating Intra-Ocular Lens Power in Cataract Surgery
#19 AI-Driven Risk Stratification to Optimize Empirical Antibiotic Therapy and Prevent Healthcare-Associated Infections
#64 A Hybrid Feature Selection Approach on Microarray High-Dimensional Datasets
#26 Comparative Analysis of Pembrolizumab and Dacarbazine for Melanoma Treatment in Morocco
09:00 – 10:15
Session 9
In-Person
Reproductive Health AI & Data Analytics
#5 Topological Data Analysis and Deep Learning Fusion for Early Disease Pattern Discovery in Multimodal Medical Data
#137 Interpretable AI for Early Morphokinetic Analysis of Embryos Using Time-Lapse Imaging
#94 The Implementation-Stage Safety Evidence Gap in Generative AI for Clinically Consequential Workflows
#119 MedGuard: A Privacy-Preserving Federated Intrusion Detection Framework for IoMT Healthcare Networks
10:30-12:15
Session 10
Hybrid
Smart Diagnostics and Engineered Tissues: AI Meets Biomaterials in Precision Medicine
#27 Anisotropic Mechanical Response of 2D Boron Oxide for Load-Bearing Bone Scaffolds at Physiological Temperatures
#63 An Optimized Deep CNN Architecture for Automated Early-Stage Acute Lymphoblastic Leukemia Detection
#133 A Hybrid Preprocessing and Deep Learning Framework for Breast Tumor Segmentation in 3D Automated Breast Ultrasound
#39 Mission-Centric Trends in Oncology Recommender Systems (2020–2025)
12:15 - 13:00
Session 11
Hybrid
AI-Driven Clinical Systems & Multi-Agent Architectures
#134 Optimization of Biomedical Maintenance Policy Based on Criticality
#100 From Computational Autonomy to Clinical Authority: An Architectural Reframing of Healthcare Multi-Agent Systems
#14 Artificial Intelligence and Cell-free DNA in Endometriosis
12:00-13:00
Session 12
In-Person
Smart Technologies for Precision Diagnosis and Clinical Decision Support
#138 Stents Fabricated by 3D Printing and Instrumented: Where Things Stand
#118 Multimodal Survival Modeling for Distant Breast Cancer Recurrence Prediction Using Multi-Phase DCE-MRI
#102 Bridging the Information Gap in Kidney Transplantation: Assessing the Reliability of AI-Generated Content on the Gut Microbiome
12:00 – 13:00
Session 13
In-Person
Smart Hospitals & Digital Health Systems
#22 From Prediction to Coordination: Smart System for Dynamic Resource Allocation in ICU and Emergency Situations
#79 Design of a Formal Digital Twin for Healthcare Monitoring Using the Event-B Method
#126 Telemedicine in Rural Morocco: Assessing Infrastructure Readiness, Deployment, and Adoption Challenges
#92 Bridging Digital Maturity and AI Readiness in Emerging Hospital Systems: The MIAH Index
12:00 – 13:00
Session 14
In-Person
Smart Hospitals, IoT & Public Health
#67 Adoption of Digital Health and Telemedicine in Morocco: Analyzing Perceptions and Economic Impacts
#31 Early Quality Prediction of Blood Bags in IoT-Monitored Cold Chain Using Temporal Machine Learning
#13 Strengthening Antimicrobial Resistance Surveillance in Morocco: Toward Integrated Digital Laboratory Networks and AI-Assisted Monitoring
#17 The AI-Ready Generation: Empowerment or Risk for Medical Students?
12:00 – 13:00
Session 15
In-Person
e-Health Optimization & Environmental Health
#98 An AIoMT-Based System for Real-Time Detection of Parkinson's Disease
#135 Intelligent Multi-Camera System for Automated Gait Analysis and Parkinson's Disease Detection
#18 Achieving Sub-200ms Latency with Zero Data Loss: A Comparative Architecture Study for Real-Time and Secure Telemedicine
#80 SAT-Based Optimization of Cloud-Enabled e-Health Business Processes with Moroccan Legal Compliance Constraints
14:00 – 15:30
Session 16
In-Person
Biomedical Devices & Smart Sensors
#48 Functional Outcomes of Robot-Assisted Gait Rehabilitation in Patients with Vascular Hemiplegia
#24 Optimization of a Piezoelectric Energy Harvesting Circuit Based on SSHI Method for Autonomous Wireless Sensor
#35 Blood Glucose Control in Type 1 Diabetic Subjects Using a Fully Closed-Loop Artificial Pancreas with Reinforcement Learning
#115 Enhanced 2RC Equivalent Circuit Model with Nonlinear Overpotential and Hysteresis for Lithium-Ion Batteries for ECG Machine Using PSO