University of Medicine and Pharmacy “Carol Davila” Bucharest, Faculty of Medicine Palace, Council Hall, 8 Eroii Sanitari Boulevard, 050474 Bucharest, Romania & Online via Google Meet
Day 1 – 14 May 2026
Session 1
- 9:00-9:15
jRoMedINF Opening Ceremony
- 9:15-9:45
Invited Speaker: Ioan Gheorghe PETROVAI - 10 Years of Healthcare Innovation in Romania - What was it and what could it be? Sorana D. BOLBOACĂ
- 9:45-10:15
Invited Speaker: Vicenzo DELA MEA - Automated coding of clinical documents Călin MUNTEAN
- 10:15-10:30
Paper 21 - Robert ANCUCEANU, Doina DRĂGĂNESCU, and Bogdan TAMBA – Automating Adverse Event Extraction from EMA Summary of Product Characteristics Sorana D. BOLBOACĂ
- 10:30-10:45
Paper 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
- 10:45-11:00
Coffee break
Session 2
- 11:00-11:30
Invited Speaker: Ciprian DOBRE- From Medical Data to Digital Technology: the Changing Landscape of Artificial Intelligence Sorana D. BOLBOACĂ
- 11:30-11:45
Paper 36 - Antonia-Romina MILAK – The Opinion of the General Romanian Population on Introducing an AI-powered Medical Data Collector Călin MUNTEAN
- 11:45-12:00
Paper 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
- 12:00-12:15
Paper 54 - Ana-Maria-Iasmina GUȘCĂ, and Todor IVAȘCU – AMI: a Chatbot for Emotional Support in Romanian Călin MUNTEAN
- 12:15-12:30
Paper 28 - Iulia Maria GHEJU – Classification of sleep stages from EEG data Sorana D. BOLBOACĂ
- 12:30 – 13:30
Lunch break
Session 3
- 13:30-14:00
Invited Speaker: Debora GILL- Bridging Data and Diagnosis: Artificial Inteligence Methods for Medical Imaging and Decision Support Mircea ȘERBĂNESCU
- 14:00-14:15
Paper 5 - Pawan LINGRAS, Robert CHEN, Santokh DHILLON, and Mohammed Shameer IQBAL – Kardio Diagnostix Implementation of a Continuous Medical Data Lifecycle Octavian ANDRONIC
- 14:15-14:30
Paper 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
- 14:30-14:45
Paper 51 - Mihai Cosmin CLAUDIU – Physics-Informed Neural Networks for Robust Multiple Sclerosis Lesion Detection: Integrating Bloch-Based Pre-training Octavian ANDRONIC
- 14:45-15:00
Paper 39 - Ioana BADIU, Aurel CORUIAN, and Alin BRINDUSESCU – A Frequency-Based Electroencephalography Approach to Real-Time Attention Detection Mircea ȘERBĂNESCU
- 15:00-15:15
Paper 53 - Ștefana IVÁNIK – Automated Breast Lesion Segmentation in Ultrasound Images Using Attention U-Net Architectures Octavian ANDRONIC
- 15:15 – 15:30
Coffee break
Session 4
- 15:30-16:00
Invited Speaker: Dănuț MAFTEI- Cybersecurity and Health Care Systems Octavian ANDRONIC
- 16:00-16:15
Paper 56 - Andrei-Marius STOICA, and Sebastian-Aurelian ȘTEFĂNIGĂ – Real-Time Sleep Stage Monitoring Using Neural Networks for Optimal Wake-Up Timing Mircea ȘERBĂNESCU
- 16:15-16:30
Paper 32 - Florin-Petru ZLATOVCEN – Laboratory informatics Artificial intelligence-based quality control: reagent validation models, drift detection and nonconformance prevention in transfusion tests Octavian ANDRONIC
- 16:30-16:45
Paper 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
- 16:45-17:00
Paper 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
- 18:00-20:00
General Assembly of the Romanian Society of Medical Informatics
- 20:00-22:00
Gala dinner (optional)
Day 2 – 15 May 2026
Session 5
- 9:00-9:15
Paper 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
- 9:15-9:30
Paper 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
- 9:30-9:45
Paper 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
- 9:45-10:00
Paper 50 - Flavia COSTI, Ana CORLAN, Emanuel COVACI, and Darian ONCHIS – Trustworthy Transformer Models for Thyroid Cancer Recurrence Prediction through Explanation Stability Mircea ȘERBĂNESCU
- 10:00-10:15
Paper 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
- 10:15-10:30
Paper 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
- 10:30-11:00
Coffee break
Session 6
- 11:00-11:15
Paper 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
- 11:15-11:30
Paper 38 - Mihai POPESCU – Nervous System Array-like Organization Călin MUNTEAN
- 11:30-11:45
Paper 55 - Nicoleta STOIAN, Liliana HALIP, and Laura PITULICE – Pharmacological space mapping via Structure-Target relationship using layered SOMs Octavian ANDRONIC
- 11:45-12:00
Paper 17 - Vasile Lucian BOICULESE, Adrian DOLOCA, Cristina-Gena DASCALU, Mihaela MOSCALU, and Madalina-Elena DATCU – Medical Scores Mircea ȘERBĂNESCU
- 12:00-12:10
Paper 52 - Alexandru-Robert FARCAȘ, Cosmin BONCHIȘ, and Sebastian-Aurelian STEFANIGA – Deep Learning Architectures for Ultrasound Image Analysis: A Narrative Review Octavian ANDRONIC
- 12:10-12:20
Paper 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
- 12:20-12:30
Paper 19 - Alexandra - Georgiana COADĂ – Human Eyes and Artificial Minds: Breast Cancer Detection in Mammography — A Systematic Review Sorana D. BOLBOACĂ
- 12:30-13:00
Coffee break
- 13:00-13:30
Conclusions session, awards ceremony and closing