Vol. 47 No. Suppl. 1 (2025): RoMedINF

Special Issue - RoMedINF

• Editorial

  Sorana D. BOLBOACĂ, Sebastian-Aurelian ȘTEFĂNIGĂ, Mircea-Sebastian ȘERBĂNESCU

  Si

  • pdf

• The Digital Future of WHO Classifications

  Vincenzo DELLA MEA, Mihai H. POPESCU, Marc DONADA, Can CELIK

  S1

  • pdf

• Graph Neural Networks for Digital Pathology

  Vincenzo DELLA MEA, Hafsa AKEBLI, Kevin ROITERO

  S2

  • pdf

• Advancing Global Digital Healthcare Innovation through One Digital Health and Multilingual Ontologies

  Arriel BENIS

  S3

  • pdf

• Big Data for Veterinary Sciences: Instructions for Use

  Oscar TAMBURIS

  S4

  • pdf

• What is the Role of Medical Informatics in Digital Healthcare?

  Mihai TĂRÂŢĂ

  S5-S6

  • pdf

• Virtual Reality Technologies Supporting Medical Education

  Mihaela CRIŞAN-VIDA, Lăcrămioara STOICU-TIVADAR

  S7

  • pdf

• Harnessing and Misapplying Artificial Intelligence in Medical Evidence Search

  Sorana D. BOLBOACĂ

  S8

  • pdf

• Mapping the HealthTech Landscape in Moldova: Challenges, Opportunities, and a Roadmap for Digital Health Innovation

  Ecaterina PITEL, Mihai DASCAL, Angela SIRBU

  S9

  • pdf

• Artificial-Intelligence-Based Automatic Analysis of Urothelial Carcinomas – Our Experience

  Sabina ZURAC, Bogdan CEACHI, Luciana NICHITA, Mirela CIOPLEA, Cristian MOGODICI, Cristiana POPP, Liana STICLARU, Mihai BUSCA, Alexandra CIOROIANU, Alexandra VILAIA, Julian GERALD DCRUZ, Petronel MUSTATEA, Carmen DUMITRU, Victor CAUNI, Oana STEFAN, Irina TUDOR, Alexandra BASTIAN

  S10

  • pdf

• NeuroFuzzXAI: A Hybrid Artificial Intelligence Framework for Epileptic Seizure Detection

  Flavia COSTI, Emanuel COVACI, Ovidiu ROMAN, Darian ONCHIS

  S11

  • pdf

• Electroencephalography Signal Analysis: Classification Techniques and Applications

  Iosif-Beniamin GOGA

  S12

  • pdf

• Comparative Analysis of Facial Expression Recognition Methods

  Denys - Florin COT

  S13

  • pdf

• Patient-Clinic Communication App

  Vlad-Andrei LĂZĂRESCU

  S14

  • pdf

• A Comparison Between Artificial Intelligence and Radiologists’ Ability to Detect Lung Nodules

  Cristina Mihaela CIOFIAC, Rossy Vlăduţ TEICĂ, Lucian Mihai FLORESCU, Ioana Andreea GHEONEA

  S15

  • pdf

• Enhancing Patient-Medical Staff Interaction using Technology

  Dragos Vlad GRANU

  S16

  • pdf

• Enhancing Fetal Anomaly Scans with Artificial Intelligence: Advances, Applications, and Challenges

  Dominic Gabriel ILIESCU

  S17

  • pdf

• Artificial Intelligence in Radiology and Medical Imaging in Romania: Current Applications and Future Perspectives

  Ioana Andreea GHEONEA

  S18

  • pdf

• AI-Assisted MRI Analysis for Multiple Sclerosis: Lesion Detection and Brain Atrophy Assessment

  Ioana-Andreea CÎRLIG, Ioana-Andreea GHEONEA

  S19

  • pdf

• Federated Learning for COVID-19 Detection: Artificial Intelligence-Assisted Diagnosis from Unsegmented Chest Computed Tomography Scans

  Lucian Mihai FLORESCU, Cristina Mihaela CIOFIAC, Ioana-Andreea CÎRLIG, Rossy Vladut TEICĂ, Ioana Andreea GHEONEA

  S20

  • pdf

• Evaluating the Effectiveness of Artificial Intelligence in Prostate Cancer Detection using Biparametric Magnetic Resonance Imaging: A Comparative Study

  Rossy Vlăduţ TEICĂ, Ioana Andreea GHEONEA

  S21

  • pdf

• Impact of Implementation of DICOM Modality Worklist on Patient Registration at the Diagnostic Radiology Department: A One Center Retrospective Study

  Nevien FARES

  S22-S25

  • pdf

• Data Augmentation and Lightweight Convolutional Neural Networks in Classification of Thoracic Diseases

  Ana-Maria HAMZ, Diogen BABUC, Todor IVAȘCU

  S26

  • pdf

• Dementia Classification Based on Magnetic Resonance Scans Comparing Traditional and Modern Machine Learning Models’ Quintessence

  Andreea POPOVICIU, Diogen BABUC, Todor IVAŞCU

  S27

  • pdf

• Enhancing Risk Prioritization in Healthcare Informatics: A Combined Vulnerability Scoring and Operational Framework Approach

  Cecilio Jr GARCIANO

  S28

  • pdf

• TB-Monitor: Advancing Tuberculosis Management Through Innovative Technologies

  Costin Teodor STREBA, Mircea-Sebatian ŞERBĂNESCU, Alina MIULESCU, Victor GRECU, Cristina CĂLĂRAŞU, Patricia RĂDULESCU

  S29

  • pdf

• Enhancing Lung Cancer Detection through Dual Imaging Modality Integration

  Costin Teodor STREBA, Mircea-Sebatian ŞERBĂNESCU, Liliana STREBA, Alin Dragoş DEMETRIAN, Andreea-Georgiana GHEORGHE, Mădălin MĂMULEANU, Daniel-Nicolae PIRICI

  S30

  • pdf

• Real-Time Liver Lesion Segmentation in Ultrasound Imaging using Deep Learning

  Marinela-Cristiana URHUŢ, Larisa Daniela SĂNDULESCU, Costin Teodor STREBA, Mădălin MĂMULEANU, Adriana CIOCÂLTEU, Sergiu Marian CAZACU, Suzana DĂNOIU

  S31

  • pdf

• Optimization of PLGA-Doxorubicin Hybrid Nanoparticles using Design of Experiments: Synthesis, Characterization, and Applications

  Adina TURCU-STIOLICA, Andrei BITA, Maria Viorica CIOCILTEU

  S32

  • pdf

• Emerging Healthcare Technologies in Gastrointestinal Endoscopy: 75 Years of Evolution

  Irina Florina CHERCIU HARBIYELI, Elena Daniela BURTEA, Vlad IOVANESCU, Dan Nicolae FLORESCU, Ion ROGOVEANU, Dan Ionut GHEONEA, Adrian SAFTOIU

  S33

  • pdf

• An Exploration of Mathematical Models for Tumor Growth

  Leonard MADA, Virgil PAUNESCU

  S34

  • pdf

• Predictive Analysis of Cardiovascular Disease Risk Factors in Romania using Machine Learning and Medical Statistics

  Radu-Anton MOLDOVAN, Sebastian-Aurelian ŞTEFĂNIGĂ

  S35

  • pdf

• Generative Artificial Intelligence in Medicine: Has ChatGPT the Potential in Assisting Dermatologists?

  Adela-Vasilica GUDIU, Lăcrămioara STOICU-TIVADAR

  S36

  • pdf

• Digital Assistant for Medical Management

  Maria-Dana-Ștefania CÂMPAN

  S37

  • pdf

• Operationalizing Human Health Indicators to Link with Ecosystem Changes of Water Streams: An OneAquaHealth Protocol

  Marilena ANASTASAKI, Catherine CHRONAKI, Anne MOEN, Eleni KOKINOU, Stratos KOKOLAKIS, Matenia KARAGIANNIDOU, May-Linn MØRK, Silje HENNI

  S38-S39

  • pdf

• Human Health Outcomes Linked to Ecosystem Changes of Urban Streams: An OneAquaHealth Protocol

  Marilena ANASTASAKI, Catherine CHRONAKI, Anne MOEN, Eleni KOKINOU, Stratos KOKOLAKIS, Matenia KARAGIANNIDOU

  S40

  • pdf

• The Impact of Clinical Audits on Improving the Healthcare System in Romania

  Rebeca-Maria POPA, Andrei-Marius ȘTEFAN

  S41

  • pdf

• Patients’ Internet Use for Health-Related Purposes: A Cross-Sectional Study

  Valentin NĂDĂŞAN, Teodor-Marian BACIU, Alexandra-Maria NEGUŢESCU, Răzvan MOLDOVAN, Roberto CHICOŞ, Agnos-Milian HERŢELIU, Andrea-Ildikó GÁSPÁRIK

  S42

  • pdf

• Data Confidentiality in Artificial Intelligence-Assisted Medicine: The Main Ethical Issue

  Raluca DUMACHE, Camelia MURESAN, Marina Adriana MERCIONI, Alin IONESCU, Nina IVANOVIC, Alexandra ENACHE

  S43

  • pdf

• Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing

  Minodora ANDOR, Gheorghe Ioan MIHALAŞ

  S44

  • pdf

• C-Reactive Protein-to-Albumin Ratio and First-Year Mortality in Incident Hemodialysis End-Stage Kidney Disease Patients

  Florica Nicoleta GĂDĂLEAN, Ligia PETRICA, Flaviu-Raul BOB, Ioana-Maria RUŞEŢ, Corina VERNIC, Nicolae OLARU

  S45

  • pdf

• The Use of Artificial Intelligence in Improving the Cost-Effectiveness of Cervical Cancer Treatment in the Western Region of Romania

  Ion PETRE, Marina Adriana MERCIONI, Ioana Maria MOSUTIU, Izabella PETRE, Şerban Mircea NEGRU, Daliborca Cristina VLAD

  S46

  • pdf

• Custom WordPress Plugin for Native-Like Digital Health Literacy Questionnaires: Supporting the ALSATION Study

  Ștefan SECRIERU

  S47

  • pdf

• Blockchain Technology for Secure Patient Data Sharing

  Robert-Stefan CIZMAŞ

  S48

  • pdf

• Efficient Storage Management of Optical Coherence Tomography Images using Zero-Shot Noise2Noise and a Custom Convolutional Neural Network

  Alexandru-Robert FARCAŞ, Radu-Constantin FLEŞAR, Todor IVAŞCU, Sebastian-Aurelian ŞTEFĂNIGĂ

  S49

  • pdf

• Deep Learning-Based Denoising for Optical Coherence Tomography: Evaluating Self-Supervised and Generative Models Across Retinal Datasets

  Diogen BABUC, Alesia LOBONŢ, Alexandru FARCAŞ, Todor IVAŞCU, Sebastian-Aurelian ŞTEFĂNIGĂ

  S50

  • pdf

• The Usage of Robotic Process Automation and Artificial Intelligence for Handwritten Medical Document Digitalization

  Norbert GAL-NADASAN, Vasile STOICU-TIVADAR, Emanuela GAL-NADASAN, Anca Raluca DINU

  S51

  • pdf

• Using Crawlers for Targeted Data Extraction from a Local Multi-File Database

  Alexandru ANGHELESCU, Ciprian-Viorel STUPINEAN, Ariana-Anamaria CORDOȘ

  S52

  • pdf

• Decoding the Microbial Spectrum: Bioinformatic Approaches for Viruses, Bacteria and Fungi

  Marius SURLEAC, Ilda CZOBOR-BARBU, Simona PARASCHIV, Irina GHEORGHE-BARBU, Liviu-Iulian ROTARU, Dan OŢELEA, Mariana Carmen CHIFIRIUC

  S53

  • pdf

• Transcriptomic Analysis of Peripheral Blood Mononuclear Cells in Hyperuricemia and Gout

  Valentin NICA, Medeea BADII, Orsolya GAAL, Georgiana CABĂU, Andreea-Manuela MIREA, Ioana HOTEA, Cristina PAMFIL, Simona REDNIC, Radu A. POPP, Yang LI, Tania O. CRIŞAN, Leo A.B. JOOSTEN

  S54-S55

  • pdf

• Deep Learning Model for Automated Cutaneous Squamous Cell Carcinoma Grading

  Alexandra BURUIANĂ, Mircea-Sebastian ŞERBĂNESCU, Bogdan-Alexandru GHEBAN

  S56

  • pdf

• Spatial Distribution of Immune and Vascular Markers in Cutaneous Squamous Cell Carcinoma: A Fractal Dimension Approach

  Alexandra BURUIANĂ, Mircea-Sebastian ŞERBĂNESCU, Bogdan-Alexandru GHEBAN

  S57

  • pdf

• Integrated Platform for Bio-Image Processing and Identification of Cervical Cancer

  Larisa-Dalina LAZĂR, Diogen BABUC, Todor IVAŞCU

  S58

  • pdf

• A Dual Approach to Subtype Differentiation in Basal Cell Carcinoma: Classical Morphometry and Artificial Intelligence-Based Segmentation

  Maria HENDEA, Mircea ŞERBĂNESCU

  S59

  • pdf

• Best Practices and Pitfalls of Deep Learning in Pathology

  Mircea-Sebastian ȘERBĂNESCU

  S60

  • pdf

• Artificial Intelligence in Pathology and Molecular Biology: Integrating Intelligent Systems for Laboratory Optimization

  Ștefan-Claudiu MIRESCU, Rebeca-Maria POPA

  S61

  • pdf

• Leveraging Artificial Intelligence for Smart Healthcare Management: Predicting and Reducing Patient Waiting Times with Machine Learning

  Kristijan CINCAR, Todor IVAŞCU

  S62

  • pdf

• Big Data in Neuroscience: Transforming Research and the Understanding of Brain Function

  Adina DZIŢAC

  S63

  • pdf

• Addressing Mental Health Challenges and Linguistic Barriers of Migrants – A Review

  Cezara-Maria TODICĂ, Mihai Tudor NĂSCUŢIU

  S64

  • pdf

• The Impact of Smartphone Use on Children’s Mental Health: A Digital Approach Based on AI and Big Data

  Damaris HOTIMA, Darius TURCIAN

  S65-S68

  • pdf

• Artificial Intelligence in Healthcare: Innovation and Impact in Medical Practice

  Amelia-Maria ISAC , Corina VERNIC

  S69

  • pdf

• Insights from Self-Reported Student Experiences on using ChatBots

  Alexandra-Iulia PĂUCEAN , Sorana D. BOLBOACĂ

  S70

  • pdf

• Digital Health Approaches to Measles Surveillance in the Oltenia Region (January 2023 – June 2024)

  Ana Maria BOLDEA, Alexandra ROTARU ZAVALEANU, Mircea SERBANESCU

  S71

  • pdf

• Digital Health Literacy and Access to Health Information: A Bibliometric Study

  Andreea DIMA, Ariana Anamaria CORDOȘ

  S72

  • pdf

• Cyberbullying Experienced by University Students

  Diana Ioana NICHIFOR, Sorana D. BOLBOACĂ

  S73

  • pdf

• Understanding the Role of Robotic Process Automation in Healthcare

  Octavian Constantin IORDACHE, Sebastian Aurelian ŞTEFĂNIGĂ

  S74

  • pdf

• Sex Impact on Self-Evaluated Digital Literacy Level among Undergraduate Medical Students

  Oana D. POP, Sorana D. BOLBOACĂ

  S75

  • pdf

• Holistic Assessment of Patients: A Tool for Assessing the Quality of Life

  Mirela Mariana VĂLCAN; Corina VERNIC

  S76

  • pdf

• Artificial Intelligence-Driven Multi-Agent System for Enhanced Radiology Workflow and Decision Support

  Kristijan CINCAR, Todor IVAŞCU

  S77

  • pdf

• Quantitative and Qualitative Evaluation of Antibiotic Consumption in Urological Pathology

  Mihai Cornel TĂMĂŞAN, Corina VERNIC, Silvestru Alexandru BIG, Val Ilie BĂRBOS, Bogdan Ovidiu FECICHE

  S78

  • pdf

• Deep Learning with Transfer Learning for Automated Glaucoma Detection in Fundus Images

  Ruxandra-Mădălina FLORESCU, Dragoş-Ovidiu ALEXANDRU, Mircea-Sebastian ŞERBĂNESCU

  S79

  • pdf

• Immunocite-Derived Ratios Can Preoperatively Predict the Risk for Surgical Complications when Artificial Neural Networks Are Used for Analysis

  Stefan PATRASCU, Georgiana-Maria COTOFANA-GRAURE, Mircea-Sebastian ŞERBĂNESCU, Valeriu SURLIN

  S80

  • pdf

• Bioinformatics Analysis of Opioids: Correlating Physicochemical Properties with Pharmacokinetics, Pharmacodynamics, and Molecular Interactions

  Alexandra Loredana ALMĂŞAN, Maria MERNEA

  S81

  • pdf

• Striving for FAIR Artificial Intelligence Models in the Medical Community

  Adina NITULESCU, Lacramioara STOICU-TIVADAR

  S82

  • pdf

• CareNexus: Integrated solutions for Healthcare Communication

  Alexandru Ioan BULZAN

  S83

  • pdf

• Legal Perspectives for Explainable Artificial Intelligence in Medicine - Quo Vadis?

  Cătălin-Mihai PESECAN, Lăcrămioara STOICU-TIVADAR

  S84

  • pdf

• Improving Patient Access and Experience in Healthcare Systems

  Ilie-Dănuţ ALEXANDRESCU

  S85

  • pdf

• The Role of Artificial Intelligence in Personalized Medicine: A Computer Science Perspective

  Raul Mihai RADULESCU

  S86

  • pdf

• Artificial Intelligence in Medicine and Dentistry: Transforming Research into Clinical Impact

  Robert ILEŞAN, Paul FARAGO

  S87

  • pdf

• Radiomics, Pathomics and Connectomics

  Debora GIL RESINA GIL RESINA

  S88

  • pdf