Vol. 48 No. Suppl. 1 (2026): jRoMedINF

Special Issue - RoMedINF

• Editorial

  Sorana D. BOLBOACĂ

  Si-Sii

  • pdf

• Automating Adverse Event Extraction from EMA Summary of Product Characteristics

  Robert ANCUCEANU, Doina DRĂGĂNESCU, Bogdan TAMBA

  S1

  • pdf

• Optimizing the ECG Data Lifecycle for High-Fidelity Clinical Decision Support

  Madalina Elena DATCU, Adrian DOLOCA, Cristina-Gena DASCALU, Vasile Lucian BOICULESE, Mihaela MOSCALU

  S2

  • pdf

• The Opinion of the General Romanian Population on Introducing an AI-powered Medical Data Collector

  Antonia-Romina MILAK

  S3

  • pdf

• AMI: A Chatbot for Emotional Support in Romanian

  Ana-Maria-Iasmina GUŞCĂ, Todor IVAŞCU

  S4

  • pdf

• Classification of Sleep Stages from EEG Data

  Iulia Maria GHEJU

  S5

  • pdf

• Kardio Diagnostix Implementation of a Continuous Medical Data Lifecycle

  Pawan LINGRAS, Robert CHEN, Santokh DHILLON, Mohammed Shameer IQBAL

  S6

  • pdf

• Automated Detection of Coronary Artery Disease from Multiparametric Cardiac Magnetic Resonance Imaging Using Deep Learning

  Daniel-Robert STANESCU, Andrei-Florentin BĂIAŞU, Mircea-Sebastian ŞERBĂNESCU

  S7

  • pdf

• Physics-Informed Neural Networks for Robust Multiple Sclerosis Lesion Detection: Integrating Bloch-Based Pre-Training

  Mihai Cosmin CLAUDIU

  S8

  • pdf

• A Frequency-Based Electroencephalography Approach to Real-Time Attention Detection

  Ioana BADIU, Aurel CORUIAN, Alin BRINDUSESCU

  S9

  • pdf

• Automated Breast Lesion Segmentation in Ultrasound Images Using Attention U-Net Architectures

  Ştefana IVÁNIK

  S10

  • pdf

• Real-Time Sleep Stage Monitoring Using Neural Networks For Optimal Wake-Up Timing

  Andrei-Marius STOICA, Sebastian-Aurelian ŞTEFĂNIGĂ

  S11

  • pdf

• Artificial Intelligence for Polysomnographic Analysis: Clinical Validation, Technical Architecture and Real-World Implementation of Somnolyzer

  Andreea-Maria ARGINTENU, Daniela-Ioana MANEA, Octavian ANDRONIC

  S12

  • pdf

• Biomarker-Led Predictive Modelling and Risk Classification in Personalized Medicine

  Mihaela MOSCALU, Adrian DOLOCA, Cristina Gena DASCALU, Madalina-Elena DATCU, Vasile Lucian BOICULESE

  S13

  • pdf

• Traceable and Reproducible 3D Magnetic Field Mapping for Data-Driven Magnetic Drug Targeting

  Robert-Leonard BERNAD, Radu CARAGIN-CRASOVAN, Lăcrimioara STOICU-TIVADAR, Mihaela CRISAN-VIDA, Sandor Ianos BERNAD

  S14-S15

  • pdf

• Measles Outbreak Prediction Using Machine Learning Models: A Regional Surveillance Study from South-West Romania

  Ana-Maria BOLDEA, Alexandra-Daniela ROTARU-ZAVALEANU, Andrei-Florentin BĂIAŞU, Mircea-Sebastian ŞERBĂNESCU

  S16

  • pdf

• Trustworthy Transformer Models for Thyroid Cancer Recurrence Prediction through Explanation Stability

  Flavia COSTI, Ana CORLAN, Darian ONCHIS

  S17

  • pdf

• Automated Video-Based Surrogate Dose Estimation for Patient-Specific Magnetic Drug Targeting Using Time-Resolved Deposition Analysis

  Radu CĂRĂGIN-CRAŞOVAN, Robert-Leonard BERNAD, Lăcrămioara STOICU-TIVADAR, Mihaela CRIŞAN-VIDA, Sandor Ianoş BERNAD

  S18-S19

  • pdf

• Perception and Level of Acceptance of the General Population in Romania Regarding the Use of Wearable Devices for Health Monitoring

  Clara-Maria PETCU, Andreea-Ramona TRETEANU, Octavian ANDRONIC, Stefan BUSNATU

  S20-S21

  • pdf

• Analysis of Opportunity in Novel Medical Research Ideas using AI Systems

  Raul-Mihai RĂDULESCU, Maia MARIN, Mark DRAGOTĂ, Izabella HANOS, Catalin-Andrei CHIRITA, Sebastian-Aurelian ŞTEFĂNIGĂ

  S22

  • pdf

• Nervous System Array Like Organization

  Mihai POPESCU

  S23

  • pdf

• Pharmacological Space Mapping via Structure-Target Relationship using Layered SOMs

  Nicoleta STOIAN, Liliana HALIP, Laura PITULICE

  S24

  • pdf

• Medical Scores

  Vasile Lucian BOICULESE, Adrian DOLOCA, Cristina-Gena DASCALU, Mihaela MOSCALU, Madalina-Elena DATCU

  S25

  • pdf

• Deep Learning Architectures for Ultrasound Image Analysis: A Narrative Review

  Alexandru-Robert FARCAŞ, Cosmin BONCHIŞ, Sebastian-Aurelian ŞTEFĂNIGĂ

  S26

  • pdf

• Artificial Intelligence Tools and Methodologies in Medical Research – A Review

  Adrian DOLOCA, Vasile Lucian BOICULESE, Mădălina-Elena DATCU, Mihaela MOSCALU, Oana ŢĂNCULESCU

  S27

  • pdf

• Human Eyes and Artificial Minds: Breast Cancer Detection in Mammography — A Systematic Review

  Alexandra - Georgiana COADĂ

  S28

  • pdf

• Spatial and Temporal Patterns in Type 2 Diabetes Dynamics in Romania – A 10-year Time Series Study

  Cristina-Gena DASCALU, Lucian Vasile BOICULESE, Mihaela MOSCALU, Madalina DATCU, Magda Ecaterina ANTOHE

  S29

  • pdf