Architecture, Evaluation Metrics, and Technical Feasibility of LLMs in Mental State Assessment: A Case Study in PTSD (abstract)

Verbalized Uncertainty in Medical AI: Differential Diagnosis in Commercial LLMs (abstract)

AyurAssist: Bridging Ayurvedic and Biomedical Clinical Knowledge Through Terminology-Grounded LLM Reasoning (abstract)

Multimodal Dual-Encoder Retrieval for Automated ICD Coding (abstract)

A Conversational Agent for Natural Language Access to Public Health Data (abstract)

Enhancing Medical Question Answering in Open LLMs via Inference-Time Ensembles (abstract)

MicroClinic: An Ultra-Low-Parameter Neural Network for Medical Image Analysis (abstract)

Which Factors Influence Success of Unconstrained Interpolation for Augmentation in Multiple Instance Learning? (abstract)

Multimodal Deep Learning for Tumor Site Classification: Integrating Histopathology and Gene Mutation Status (abstract)

Automated Ki-67 Proliferation Index Estimation for Deep Learning Applications in Histopathology (abstract)

Deep Learning Architectures for Automated Classification of Fetal Liver Echotexture in Gestational Diabetes (abstract)

A Novel Multi-Omics Driven Deep Learning Approach for Accurate Lung Cancer Detection (abstract)

Quality Over Quantity: The Impact of Diagnostic Certainty of Data in Deep Learning for ECG Analysis (abstract)

Safety-Oriented Interpretable ECG Denoising with Regression Tsetlin Machines (abstract)

Benchmarking Signal Reconstruction Pipelines Against Direct Visual Feature Extraction for Digitized ECGs (abstract)

Temporal Latent Priors for Sequential VAE Modeling of Full-Length 12-Lead ECGs (abstract)

Beyond Single-Beat Classification: Quantifying Arrhythmia in Long-Term ECG via Prevalence Estimation (abstract)

Cuffless Continuous Arterial Blood Pressure Waveform Estimation From PPG Using a CNN–LSTM Encoder–Decoder (abstract)

Emotion-Aware Assistive System with Wearable Haptic Feedback for Visual Impairment (abstract)

An Energy-Efficient Wearable System for AF Detection: LLM-NAS Driven Lightweight Neural Network and Embedded Deployment (abstract)

Cervical Kinematic Recorder: a technological innovation for cephalogyric movement assessment (abstract)

Deep Learning-enabled Monocular, Markerless 3D Pose Estimation of Laparoscopic Tooltips in Box-Trainer Simulators (abstract)

Knee Exercise Directional Control and Range of Motion Measurement Device for Physical Therapy Monitoring of Post-Total Knee Arthroplasty Patients (abstract)

State-of-Flight: Wearable EEG and Motion Context During Flying or Floating (abstract)

Interpretable Machine Learning for Early Sepsis Prediction (abstract)

Explainable Complication Status Prediction after Tracheostomy Procedure (abstract)

Explainable Multimodal Deep Learning for Improved Diabetic Retinopathy Referral Decisions (abstract)

A Bi-modal Knowledge Distillation Framework for Explainable Neonatal Jaundice Diagnosis (abstract)

Explainable Finger Kinematics Decoding with Temporal Graph Neural Networks (abstract)

Adaptive Group-Based Counterfactual Explanations for Time-Series Rehabilitation Data (abstract)

Self-Supervised Foundation Models for Mammography: A Survey of Architectures, Benchmarks, and Clinical Translation Challenges (abstract)

Mammography BI RADS Reformulation: From Raw Categories to Low/High Risk and Soft-Label Modelling (abstract)

Breast Cancer Subtyping using Digital Mammograms and Feature-based Machine Learning: Temporal Subtraction vs. Single-Mammogram Analysis (abstract)

Classification of Breast Cancer Patterns in Immunohistochemistry (IHC) Images based on Multi-Class Targets (abstract)

Segmentation-Driven Background Skin Extraction for Robust Skin Tone Estimation in Dermatological Images (abstract)

MammoTwin: An Open Source Digital Twin Framework for Protocol Optimization via MRI-to-Mammography Synthesis (abstract)

Assessing the effects of xDAWN filtering, reduction of EEG channels and addition of EOG signals on the classification of movement versus rest (abstract)

Motor–Cognitive Performance After Cold Exposure Therapy: Wearable EEG Mini-Golf Study (abstract)

Robust and Reproducible Evaluation of Narrative-Based Sleep Disorder Classification Using Hybrid Semantic and Lexical Representations (abstract)

Sampling Matters: The Effect of ECG Frequency on Deep Learning-Based Atrial Fibrillation Detection (abstract)

Characterization of a Computerized Method for Non-invasive Measurement of Arterial Hyperelastic Properties: Potential for Decoding Vascular Ageing (abstract)

Development of an automated pipeline for the digitisation of paper pain drawings (abstract)

Fatigue and Burnout Management in Nursing Staff Using Wearable Data (abstract)

A Modular, SOLID based Hybrid Software Architecture for Medical Devices on Heterogeneous Edge Platforms (abstract)

Mixed Reality in Electronic Health Records: User Requirements and Evaluation (abstract)

A Consumer EEG–Driven Word Keyboard for Assistive Communication (abstract)

Emotion-Aware Multimodal Virtual Rehabilitation: Integrating EEG and Motor Performance for Adaptive Therapy Regulation (abstract)

Explainable AI in Medicine: Trends and Educational Implications (abstract)

Faithfulness and Uncertainty Calibration of Large Language Models in Portuguese Medical Question Answering (abstract)

XAIqi and XAIci: Quantifying Explainability Quality and Task Complexity Across Predictive Models in Stroke Outcome Prediction (abstract)

Counterfactual Reasoning to Executable Clinical Guidelines: A DMN-Based Framework for Diabetes Risk Assessment ا (abstract)

Prompt-Based Adaptation of Vision Language Models for Clinical Pain Note Generation from Neonate Cry Sound (abstract)

Collaborative Intelligence in Mental Health: A Multi-Agent Framework for Personalized Treatment and Health Promotion using Next-Gen LLMs (abstract)

RHEUMA-PRIOR-SCRIBE: Multi-Agent RAG for Rheumatology Consultation Prioritization (abstract)

Linguistic Speech Disfluencies: A Gender-Neutral Biomarker for Speech-Based Anxiety Detection (abstract)

From Behavioral Tracking to Aging Biomarkers : An Explainable Machine Learning Framework on the African Turquoise Killifish (abstract)

Attention U-Net with Algebraic Refinement for Sparse-View CT Reconstruction (abstract)

Level-set-guided CNN-based Segmentation of CTPA Scans for Pulmonary Emboli Extraction (abstract)

Weakly supervised pleural plaque segmentation using global patient-level diagnostic cues (abstract)

Automated Trachea Segmentation from CT Imaging Using AI Models (abstract)

SpineContextResUNet: A Computationally Efficient Residual UNet for Spine CT Segmentation (abstract)

GAN-based Adaptive Radial Subsampling and Reconstruction for Brain MRI (abstract)

Comparative Performance Evaluation of Contemporary Video Coding Standards, including DCVC-RT and ECM, on 2D and 360° Medical Video Datasets (abstract)

Explainable temporal analysis for high-risk carotid plaques using ArgEML – a pilot study (abstract)

Controlled Factorial Analysis of Architecture–Loss Interactions in Cardiac MRI Segmentation (abstract)

C3MG : Clinically-Controlled Cardiac Mesh Generator based on Rectified Flow Matching (abstract)

A biologically-inspired computer vision pipeline for neonatal oral motor assessment (abstract)

XRaudinary: Spatially Anchored Live Captions in XR via Low-Cost Microphone Arrays and Vision Fusion (abstract)

Geometry-Aware Event-Based TinyML for Interpretable On-Device Rehabilitation Metrics (abstract)

Motion Compensation for Ultrasound Scanning in Robotically Assisted Prostate Biopsy Procedures (abstract)

Contactless Blood Pressure Estimation via Smart Mirror using Pulse Transit Time (abstract)

BlinkIQ: A Real-Time Landmark-Based Framework for Robust Eye Blink Analytics and Digital Biomarker Extraction (abstract)

A Highly Customizable Platform Enabling Sophisticated Medical Eye-Tracking Studies (abstract)

Trajectory-Based Anticipation of Hospital Crises via Decision-Oriented Neuro-Symbolic AI (abstract)

BugIQ A Neurosymbolic Graph Neural Network for Inductive Antimicrobial Resistance (abstract)

Support Vector Quantum Kernels and Classical Machine-Learning Models in Predicting Drug-Induced Liver Injury (abstract)

Human-Centric Cognitive Pattern Analysis and Smart Recommendation System for Early Alzheimer’s Risk Prediction (abstract)

Automated Quantification of Hand Resting Tremor in Parkinson’s Disease from Routine Clinical Video (abstract)

Modality-Embedded Set Transformer Pooling for Multimodal Prostate Cancer Survival Prediction (abstract)

OHANA: Optimizing Heterogeneous Multi-Artifact Correction in Neuroimaging Analysis (abstract)

Automatic detection of EEG electrodes on T1-weighted MR Images (abstract)

A Multiscale Framework for Functional Connectivity in Schizophrenia: Familial Validation and Phenotypic Stratification (abstract)

Multi-Scale Fractal Analysis and Bidirectional Temporal Graph Networks for Alzheimer’s and Frontotemporal Dementia Detection Using Electroencephalography (abstract)

Multi-point Nonlinear Crosstalk Correction for Fluorescence Microscopy (abstract)

Longitudinal MRI Analysis Platform for Monitoring Disease Progression in Multiple Sclerosis (abstract)

Process-Aware Conformal Prediction for Ambulance Response Time Estimation (abstract)

ClinCode Copilot: An Interactive Clinical Coding Assistant with Dual Interpretability (abstract)

ChemoTwin: A Digital Twin Framework for Real-Time Chemotherapy Toxicity Prediction (abstract)

A telemonitoring framework for arteriovenous graft and vital signs (abstract)

Your Health in Your Hand: Designing a Minimum Viable Product for Citizen Empowerment (abstract)

Cognitive Function as a Predictor of Fall Risk in Older Adults Participating in Cognitive and Physical Training Programs (abstract)

Improving Antimicrobial Peptide Classification via k-Means and q-value Guided Feature Grouping and Ranking (abstract)

Network-based Characterization of Synergistic Drug Combinations in Alzheimer’s Disease (abstract)

Out-of-Distribution Detection in Drug-Drug Interactions via Supervised Contrastive Learning (abstract)

Overcoming Small-Degree Cold-Start in Heterogeneous Biological Networks through Latent Bridges (abstract)

Size-Stratified Evaluation of Biomedical Language Models for ADE Sentence Classification in Regulated Pharmacovigilance Settings (abstract)

Developing and Evaluating Candidate Surrogate Outcomes for Alzheimer’s Disease Clinical Trials: A Simulation Study (abstract)

Continuous AKI Prediction in the ICU (abstract)

Explainable Machine Learning for Fall Risk and Post-Fall Mortality Prediction in Nursing Home Residents Using Autoencoder-Based Synthetic Data Augmentation (abstract)

Continuous Falls Prediction Among Care Home Residents (abstract)

Q2VA: A Bayesian Adaptive Method for Visual Acuity Assessment with Tumbling E Stimuli (abstract)

A Case-Based and Clustering Framework for Diverse Counterfactual Explanations (abstract)

Machine learning to analyze the factors catalyzing coercive practices in Psychiatry (abstract)

ASPEN: Spectral-Temporal Fusion for Cross-Subject Brain Decoding (abstract)

Characterization of Hippocampal Local Field Potentials Using Lyapunov Exponent Analysis and Machine Learning (abstract)

Evaluation of fMRIPrep for Preprocessing 7 Tesla Functional MRI Data (abstract)

Chirplet Analysis of Brain State During Snow and Cold Exposure (abstract)

State-of-Study in Hyperbaric Oxygen Therapy: Wearable EEG and fNIRS During a Single HBOT Session (abstract)

Speech Biomarkers for mTBI Screening: Effects of Sports-Field Noise and Speech Enhancement (abstract)

Conformal Left Ventricular Mapping for Visualization of Cardiac Conduction (abstract)

Interpretable Convolutional Neural Networks and Transfer Learning for the Chronological Age Assessment of Drosophila Intestinal Tissue using Confocal Microscopy Images (abstract)

Dispersion Belief Permutation Entropy: A Novel Uncertainty-Aware Symbolic Approach for Complexity Analysis of Motor Unit Interspike Intervals and EMG Signals (abstract)

Game-Based Upper Limb Rehabilitation: A Motivational Approach To Stroke Recovery (abstract)

Gaze-Derived Physiological Metrics Across Video Game Genres: A Controlled Experimental Study (abstract)

Building eHealth Professional Profiles for Interoperable Digital Health Services in the EHDS Era: Evidence from Multi-Sector Interoperability Projects (abstract)

Scaling PACS Beyond Local Storage: A Unified Architecture for DICOM Metadata and Pixel Persistence in Distributed Environments (abstract)

A AI-driven document builder for standardized clinical studies (abstract)

An Ensemble-Based Approach to Validating AI-Generated Clinical Discharge Summaries (abstract)

Architecture of the new domestic Ankle Brachial Index system using Pulse Wave Velocity (abstract)

Detecting Parkinson’s Disease with Postural Sway via Single IMU and Machine Learning (abstract)

Frozen External Validation of an Interpretable k-TSP Panel for Colorectal Adenoma Across Independent GEO Cohorts (abstract)

Cross-Cancer Computational Framework for Immune-Dysregulated Ecosystem Discovery and Therapeutic Prioritization (abstract)

Feature Fusion and Disfluency for Automated Anxiety Detection in Clinical Interviews (abstract)

Deep Learning for Automated Quality Assessment of NK Cell Differentiation in iPSC Cultures (abstract)

Optimized metagenomic classification through hybrid computational approaches (abstract)

Toward Auditable Neuro-Symbolic Reasoning in Pathology: SQL as an Explicit Trace of Evidence (abstract)

Enhancing Brazilian Portuguese Small Visual Language Models Through Progressive Learning for Torax X-Ray Analysis (abstract)

Active-CLIP: Zero-Shot Active Learning with Visual Pseudo-Label Propagation for Efficient Med-VQA (abstract)

Cross-Modality Distillation for Multiple Sclerosis Lesion Segmentation in MRI (abstract)

Align-cDAE: Alzheimer’s Disease Progression Modeling with Attention-Aligned Conditional Diffusion Auto-Encoder (abstract)

Early Validation of a Force-Aware LfD Framework for Robotic Surgery (abstract)

GD-HMoE: Foundation Model-Guided Mixture of Experts for Multi-Task Medical Image Analysis (abstract)

Knowledge Distillation with Hybrid Soft--Label Losses for Imbalanced Lung Nodule Classification (abstract)

Predictive Uncertainty for Medical Image Synthesis with Continuous-Time Generative Models (abstract)

Hybrid Semantic Augmentation for Cataract Surgery Image Synthesis (abstract)

Enhancing Synthetic CT from CBCT via Multimodal Fusion: A Study on the Impact of CBCT Quality and Alignment (abstract)

An Object-Centric Preprocessing Pipeline for Retinal Prosthetic Vision (abstract)

FedTwin‑XAI: A Patient‑Owned Federated Digital Twin Framework with Explainable Mobile Medical Imaging and Differentially Private Synthetic Augmentation (abstract)

Explaining Visual-Language Foundation Models for Histopathology: a Patch-Level Approach (abstract)

Specializing Large Language Models for Hierarchy-Aware ICD-10 Mapping of Portuguese Cardiology Diagnoses (abstract)

Understanding Chest X-ray Vision Representations with DeViL (abstract)

Interpretable Hybrid Modeling for Breast Cancer Risk Stratification from Structured Radiology Reports (abstract)

Multimodal Multitask Neural ODEs for Continuous-Time Alzheimer's Disease Progression Forecasting (abstract)

Deep Reinforcement Learning training for exoskeleton Exo-H3 using ROS (abstract)

Incomplete information retrieval without imputation: exploiting the correlation among deep features (abstract)

Applying Machine Learning to Predicting Malaria Prevalence: Spatial Analysis Results and Significance (abstract)

Deep learning classifies Helicobacter pylori infection states from multi-channel immunofluorescence imagery (abstract)

Towards Computational Sub-Diffraction Single Vesicle Detection in Fluorescence Microscopy (abstract)

From crown delineation to CEJ–alveolar ridge measurement: a framework for Multi-Task panoramic radiographic segmentation (abstract)

Agreement Aware Hybrid YOLOv8-Keypoint R-CNN Framework for Automated Tooth Length Estimation from Dental X-Ray Images (abstract)

In-silico Validation of VesselVision: A Hybrid DL-based Arterial Wall-Recognition from A-mode Ultrasound Scans (abstract)

Continuous Coordinate-Space Diffusion for Probabilistic Cephalometric Landmark Localization (abstract)

A Secure Processing Platform supporting the European Health Data Space infrastructure (abstract)

Health Data Space Nodes for Privacy-Preserving Federated Learning and Analysis (abstract)

From Imbalanced Cohorts to Virtual Populations: Leakage-Aware Synthetic Data Augmentation For Heart Failure Diagnosis (abstract)

Synthetic Data Generation and Multi-Dimensional Evaluation in Fondazione Italiana Linfomi (FIL) Diffuse Large B-Cell Lymphoma Clinical Cohort (abstract)

Mapping Actions and Resources for Innovation in Rare Diseases (MARI-RD): Tracking Collaboration Networks in Portuguese-Speaking Countries (abstract)

VIEWER: A population health management platform for supporting electronic audit and feedback in mental health care (abstract)

ConfiMed: A Parallel English–Arabic Benchmark for Fine-Grained Confidentiality Classification in Healthcare Correspondence (abstract)

DataPrivScore: A Framework for Privacy Assessment in Healthcare Datasets (abstract)

Between Aspiration and Reality – Datasets for Network Security in Healthcare (abstract)

Validation of a tool to help clinicians decide upon the trustworthiness of Patient Generated Health Data (abstract)

Operationalizing Entrustable Professional Activities: A Data-Centric Framework for Longitudinal Competency Analytics in Medical Education (abstract)

Identifying Performance and Engagement Profiles in Game-Based Handwriting Training in Primary Schools: Toward Early and Personalized Interventions (abstract)

Transfer Learning for ECG Classification: Effects of Label Overlap, Granularity, and Fine-Tuning in Small Clinical Datasets (abstract)

Integrating the Clarke Error Grid into Deep Learning to Enhance Clinical Performance in Glucose (abstract)

Assessing Concept and Virtual Drift in a Deep Learning Model for Antibiotic Resistance Prediction (abstract)

A Hierarchical Deep Learning Framework for Rapid Eye Movement Behavior Disorder Detection (abstract)

Group therapy for elderly depression: Deep Learning Based on Large Models of Music Affective Computing (abstract)

From Concepts to Evidence: Literature-Grounded Skin Lesion Diagnosis with Vision–Language and Retrieval-Augmented Models (abstract)

Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice (abstract)

Enhanced Medical Image Segmentation using Hybrid Diffusion Model with Mamba (abstract)

BEA-Net: Boundary-Aware 3D Attention Network for MRI Knee Cartilage Segmentation (abstract)

Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixing (abstract)

Multimodal AI for clinically significant prostate cancer detection: A comparative study of structured clinical-based, imaging and fusion models (abstract)

A Semi-Supervised Multiclass Pixel-Domain Classification Approach for Breast Cancer Microscopy Images Based on Nonlinear Metrics (abstract)

A Detection-Driven Pipeline for Nuclei Classification in Nasal Cytology (abstract)

GTDiagnosis: Intelligent Pathological Diagnosis of Gestational Trophoblastic Diseases via Visual-Language Deep Learning Model (abstract)

Performance and Feature Analysis in Cataract Detection Using Artificial Intelligence Models (abstract)

Deep Learning–Based Hospital Admission Prediction from Spanish Psychiatric Electronic Health Records (abstract)

Unified Vascular Score: A Data-Driven Framework for Personalized Cardiovascular Risk Stratification Using Arterial Stiffness (abstract)

Multimodal ECG Abnormalities Classification Approach Based on Anamnesis Patient Data and Signal Integration (abstract)

High risk and preventable harm groups identified in clustering of older patients on features associated with adverse drug reactions (abstract)

Subgroup Analysis for Risk of Fall Correlation Using the UK Biobank dataset (abstract)

Correlation-Based Validation of Multidomain Geriatric Assessment Tools for Older Adults Monitoring (abstract)

IndoClinNER: Overcoming Medical Prior Bias in Clinical De-identification via Adversarial Surname Injection (abstract)

PrivFusion: A Privacy-preserving Multi-Agent Framework for Harmonizing Distributed Datasets (abstract)

Vulnerability Audits for Connected Medical Devices (abstract)

Informed, Empowered, and Heard: AI and Retrieval-Augmented Generation as Tools for Equitable Patient Information in Oncology (abstract)

SlideLTI: A lightweight tool for LMS-integrated virtual microscopy (abstract)

Transformative Approaches in AI and Machine Learning for Personalized Healthcare: From Diffusion Models to Patient-Specific Therapies (abstract)

SAFER-Bench: A Comprehensive Benchmarking Framework for Evaluating Medical Federated Retrieval-Augmented Generation (RAG) Systems (abstract)

TIME-HF : Transformer for Integrated Medical Embeddings in EHR-based Heart Failure Prediction (abstract)

Reinforcement Learning Framework for Patient Allocation Between Complex and Regional Oncology Centres in Czechia (abstract)

ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation (abstract)

Time-Domain GAN Compression of Intracranial EEG with Latent Quantization (abstract)

A Calibrated Quantitative Framework for Diaphragmatic Analysis: Clinical Validation on Real B-Mode Neonates Ultrasound Videos (abstract)

Semi-automated Diaphragmatic Motion Analysis in Neonates B-mode Ultrasound Videos (abstract)

A Semi-Automated Integrated System for the Segmentation of the Diaphragmatic Thickness in Ultrasound Videos of Neonates (abstract)

Diaphragmatic Normal and Abnormal Motion Analysis in Real Neonates Ultrasound Videos (abstract)

Diaphragmatic Normal and Abnormal Motion Analysis in Simulated Neonates Ultrasound Videos (abstract)

Automated Right Ventricular Segmentation from Apical Four-Chamber Echocardiographic Videos (abstract)

A Data-Driven Approach to Support Clinical Renal Replacement Therapy (abstract)

A Temporally Aligned MIMIC-IV ED Pipeline for Multi-Outcome Prediction (abstract)

Temporal Drift in Action: Evaluating Strategies to Detect and Repair Drift using Real-World Data on Stroke and Myocardial Infarctions (abstract)

Transformer-Based Cardiovascular Event Prediction Using National Claims Data (abstract)

Predicting Emergency Admissions Following Chemotherapy: A Workload Planning Approach (abstract)

Real-World Validation of a Predictive Model for Length of Stay in Geriatric Settings (abstract)

Clustering Type 1 Diabetes Patients based on Short-term Glycemic Dynamics (abstract)

Exploratory GRU-Based Temporal Modeling of Longitudinal Multimodal Signals for Early Dropout in Psychotherapy (abstract)