Schedule

(Abstract ID 21) - Robert ANCUCEANU, Doina DRĂGĂNESCU, and Bogdan TAMBA – Automating Adverse Event Extraction from EMA Summary of Product Characteristics | Sorana D. BOLBOACĂ

(Abstract ID 22) - Madalina Elena DATCU, Adrian DOLOCA, Cristina-Gena DASCALU, Vasile Lucian BOICULESE, and Mihaela MOSCALU – Optimizing The ECG Data Lifecycle for High-Fidelity Clinical Decision Support | Călin MUNTEAN

(Abstract ID 36) - Antonia-Romina MILAK – The Opinion of the General Romanian Population on Introducing an AI-powered Medical Data Collector | Călin MUNTEAN

(Abstract ID 48) - Daniela-Ioana MANEA, Dorel PARASCHIV MIHAI, Andreea POPESCU CATANESCU, and Andreea Maria ARGINTEANU – From Medical Data to Sustainable and Equitable Health Decisions | Sorana D. BOLBOACĂ

(Abstract ID 54) - Ana-Maria-Iasmina GUȘCĂ, and Todor IVAȘCU – AMI: a Chatbot for Emotional Support in Romanian | Călin MUNTEAN

(Abstract ID 28) - Iulia Maria GHEJU – Classification of sleep stages from EEG data | Sorana D. BOLBOACĂ

(Abstract ID 5) - Pawan LINGRAS, Robert CHEN, Santokh DHILLON, and Mohammed Shameer IQBAL – Kardio Diagnostix Implementation of a Continuous Medical Data Lifecycle | Octavian ANDRONIC

(Abstract ID 42) - Daniel-Robert STANESCU, Andrei-Florentin BĂIAŞU, and Mircea-Sebastian ŞERBĂNESCU – Automated Detection of Coronary Artery Disease from Multiparametric Cardiac Magnetic Resonance Imaging Using Deep Learning | Mircea ȘERBĂNESCU

(Abstract ID 51) - Mihai Cosmin CLAUDIU – Physics-Informed Neural Networks for Robust Multiple Sclerosis Lesion Detection: Integrating Bloch-Based Pre-training | Octavian ANDRONIC

(Abstract ID 39) - Ioana BADIU, Aurel CORUIAN, and Alin BRINDUSESCU – A Frequency-Based Electroencephalography Approach to Real-Time Attention Detection | Mircea ȘERBĂNESCU

(Abstract ID 53) - Ștefana IVÁNIK – Automated Breast Lesion Segmentation in Ultrasound Images Using Attention U-Net Architectures | Octavian ANDRONIC

(Abstract ID 56) - Andrei-Marius STOICA, and Sebastian-Aurelian ȘTEFĂNIGĂ – Real-Time Sleep Stage Monitoring Using Neural Networks for Optimal Wake-Up Timing | Mircea ȘERBĂNESCU

(Abstract ID 32) - Florin-Petru ZLATOVCEN – Laboratory informatics Artificial intelligence-based quality control: reagent validation models, drift detection and nonconformance prevention in transfusion tests | Octavian ANDRONIC

(Abstract ID 46) - Andreea-Maria ARGINTENU, Daniela-Ioana MANEA, and Octavian ANDRONIC – Artificial Intelligence for Polysomnographic Analysis: Clinical Validation, Technical Architecture and Real-World Implementation of Somnolyzer | Mircea ȘERBĂNESCU

(Abstract ID 26) - Mihaela MOSCALU, Adrian DOLOCA, Cristina Gena DASCALU, Madalina-Elena DATCU, and Vasile Lucian BOICULESE – Biomarker-Led Predictive Modelling and Risk Classification in Personalized Medicine | Octavian ANDRONIC

General Assembly of the Romanian Society of Medical Informatics

Gala dinner (optional)

(Abstract ID 31) - Cristina-Gena DASCALU, Lucian Vasile BOICULESE, Mihaela MOSCALU, Madalina DATCU, and Magda Ecaterina ANTOHE – Spatial and Temporal Patterns in Type 2 Diabetes Dynamics in Romania – A 10-year Time Series Study | Călin MUNTEAN

(Abstract ID 24) - Robert-Leonard BERNAD, Radu CARAGIN-CRASOVAN, Lacrimioara STOICU-TIVADAR, Mihaela CRISAN-VIDA, and Sandor Ianos BERNAD – Traceable and Reproducible 3D Magnetic Field Mapping for Data-Driven Magnetic Drug Targeting | Mircea ȘERBĂNESCU

(Abstract ID 43) - Ana-Maria BOLDEA, Alexandra-Daniela ROTARU-ZAVALEANU, Andrei-Florentin BĂIAŞU, and Mircea-Sebastian ŞERBĂNESCU – Measles Outbreak Prediction Using Machine Learning Models: A Regional Surveillance Study from South-West Romania | Călin MUNTEAN

(Abstract ID 50) - Flavia COSTI, Ana CORLAN, Emanuel COVACI, and Darian ONCHIS – Trustworthy Transformer Models for Thyroid Cancer Recurrence Prediction through Explanation Stability | Mircea ȘERBĂNESCU

(Abstract ID 25) - Radu CĂRĂGIN-CRAȘOVAN, Robert-Leonard BERNAD, Lăcrămioara STOICU-TIVADAR, Mihaela CRIȘAN-VIDA, and Sandor Ianoș BERNAD – Automated Video-Based Surrogate Dose Estimation for Patient-Specific Magnetic Drug Targeting Using Time-Resolved Deposition Analysis | Călin MUNTEAN

(Abstract ID 47) - Clara-Maria PETCU, Andreea-Ramona TRETEANU, Octavian ANDRONIC, and Stefan BUSNATU – Perception and Level of Acceptance of the General Population in Romania Regarding the Use of Wearable Devices for Health Monitoring | Mircea ȘERBĂNESCU

(Abstract ID 29) - Raul-Mihai RĂDULESCU, Maia MARIN, Mark DRAGOTĂ, Izabella HANOS, Catalin-Andrei CHIRITA, and Sebastian-Aurelian STEFANIGA – Analysis of opportunity in novel medical research ideas using AI systems | Sorana D. BOLBOACĂ

(Abstract ID 38) - Mihai POPESCU – Nervous System Array-like Organization | Călin MUNTEAN

(Abstract ID 55) - Nicoleta STOIAN, Liliana HALIP, and Laura PITULICE – Pharmacological space mapping via Structure-Target relationship using layered SOMs | Octavian ANDRONIC

(Abstract ID 17) - Vasile Lucian BOICULESE, Adrian DOLOCA, Cristina-Gena DASCALU, Mihaela MOSCALU, and Madalina-Elena DATCU – Medical Scores | Mircea ȘERBĂNESCU

(Abstract ID 52) - Alexandru-Robert FARCAȘ, Cosmin BONCHIȘ, and Sebastian-Aurelian STEFANIGA – Deep Learning Architectures for Ultrasound Image Analysis: A Narrative Review | Octavian ANDRONIC

(Abstract ID 27) - Adrian DOLOCA, Vasile Lucian BOICULESE, Mădălina-Elena DATCU, Mihaela MOSCALU, and Oana ȚĂNCULESCU – AI Tools and Methodologies in Medical Research – A Review | Călin MUNTEAN

(Abstract ID 19) - Alexandra - Georgiana COADĂ – Human Eyes and Artificial Minds: Breast Cancer Detection in Mammography — A Systematic Review | Sorana D. BOLBOACĂ

Conclusions session, awards ceremony and closing