The Schedule

Conference Opening

Gheorghe Ioan MIHALAŞ & Lăcrămioara STOICU-TIVADAR & Sorana D. Bolboacă

Session 1

Moderator: Sorana D. Bolboacă

Gheorghe Ioan MIHALAŞ - Sonification: Principle, Methods and Medical Applications

Flaviana ROTARU - The Romanian Health Clusters Landscape and its Role in the Project Development

Vasile STOICU-TIVADAR - Tuition of Project Management for Digital Health for Engineers: A Practical View

Călin MUNTEAN - National and European Critical Infrastructure

Session 2

Moderator: Gheorghe Ioan MIHALAŞ

Lăcrămioara STOICU-TIVADAR - HosmartAI – A Platform for Resilient Healthcare Systems

Darius TURCIAN - An Overview of Machine Learning Techniques Used in Primary Care

Cătălin-Mihai PESECAN - Explaining Machine Learning Solutions for Histopathology Images

Andreea-Roxana ASOFRONIEI - SmartRay – An AI-Based Module for Medical Images Processing

Session 3

Moderator: Oana Sorina CHIRILA

Sorana D. BOLBOACĂ - Mirage of Emerging Medical Technologies for Remote Diagnosis and Monitoring

Miruna Dalila CIULU - Automating Processes in Laboratories with the Support of Dobot Magician

Oana Sorina CHIRILA - NLP and Artificial Intelligence Techniques used in Structuring Medical Texts

Michael OLAND - Case Management versus Workflow Systems in Healthcare

Session 4

Moderator: Cristina Gena DASCĂLU

Flaviana ROTARU - Romanian Research Infrastructures: Classification, Relevant Key Aspects and Concrete Managerial Needs

Olimpiu-Ovidiu CORNEA - Protecting Information, Personal Data and Privacy in the Medical Sector

Maria ALUAŞ - Ethical Values and Legal Principles of the Big Data Use in Health

Marius FERSIGAN - Opening The Black-Box: Extracting Medical Reasoning From Machine Learning Predictions

Session 5

Moderator: Diana LUNGEANU

Cristina Gena DASCĂLU - Statistical Models to Analyze the SARS-Cov2 Spreading in Europe

Ariana Anamaria CORDOŞ - Technostress: A Technology-Enhanced Literature Review

Gabriela VARGA - Multimodal Interaction and AI in Rehabilitation of Rheumatoid Arthritis

Sebastian-Aurelian ŞTEFĂNIGĂ - Fine-Tuned Medical Images Denoising using Median Filtering

Posters Session

Moderator: Stelian NICOLA & Virginia SĂNDULESCU

Sorin PUŞCOCI - Dispatching and Management Center for Optimizing Home Care Integrated Services – Retrospective Picture and Results

Toni FLOREA - VitaWise - AI-based Healthcare Application

Dia Alina TRAMBITAS-MIRON - Digitization of Health Records using Spark OCR

Călin MUNTEAN – Databases in the Management of Epidemiological Outbreaks Part of the National Critical Infrastructure: The Evolution during the Pandemic

Adrian VOICU - Comparative Study of the Emerging Covid-19 Variants Using the msa R Package and ClustalW

Simion-Daniel TĂTAR - Machine Learning Applied to the Field of Genomics

Alina Dia TRAMBITAS-MIRON - Online Educational Process During The Covid-19 Pandemic. A Student Survey

Raluca LUPUSORU – Approaches and Tools for Teaching Biomedical Data Science During the COVID-19 Pandemic. A Systematic Literature Review

Viorica NEDELCU - Study to Assess the Beliefs, Knowledge and Practices of Post-Secondary Sanitary Schools Students regarding Hand Hygiene

Session 6

Moderator: Ioana I. MOISIL

Diana LUNGEANU - Does Assessment for Learning Actually Work in Biomedical Informatics Courses for Undergraduate Students?

Mihaela CRIŞAN-VIDA - eLearning Platform for Education in the Digital Health Domain

Stelian NICOLA - Development and Testing of Games for Medical Education

Andrada-Oana SPANCI - The Use of Virtual Patients in Undergraduate Thyroid Pathology Training

Session 7

Moderator: Tudor CĂLINICI

Leonard MADA - Extension of the SIR Model Using a Stratified Population and a Hospital Compartment

Smaranda I. CODREANU - iScreen: A tailored-made Approach to regular Screening Tests

Marius FERSIGAN - Machine Learning on Biomedical Datasets: Solving the Missing Values Problem without Imputation Methods

Adriana Elena BULBOACĂ - Artificial Intelligence and Experimental Medical Research

Session 8

Moderator: Lavinia Cristina MOLERIU

Andrei Constantin IOANOVICI - Spark NLP: a versatile solution for structuring data from endoscopy reports

Ion PETRE - Endometriosis - A Cause of Infertility? Statistical Study

Roxana-Denisa CAPRAŞ - Assessing Patient-Oriented Mobile Medical Devices in the Area of Gynaecology

Paul-Adrian CĂLBUREAN - Prediction of 3-Year All-Cause Death in a Percutaneous Coronary Intervention Registry using Machine Learning: A Comparison Between Random Forest and CatBoost Algorithms

Session 9

Moderator: Sorin PUȘCOCI

Petru COTRĂU - Covid-19 Pandemic and the Perception of Stress in Intensive Care Nurses

Iulia Anca BOTA - Disease Severity Classification Models Based on Artificial Intelligence for Hospitalized Patients with COVID-19

Mariana Mirela VALCAN - The Influence of Pandemic COVID-19 on the Oncology Patient, in Diagnostic and Therapeutic Surgical Sequence

Irina-Mihaela JEMNOSCHI-HRENIUC - Melanoma Treatment Approach-Nanotechnology Perspectives and Results

Debate: Healthcare Informatization

Moderators: Călin MUNTEAN & Marius Ștefan MĂRUȘTERI