Special Issue - RoMedINF2021

Digital Technology and Healthcare: The Role of Health Technology Assessment

Dario SACCHINI, Pietro REFOLO, Barbara CORSANO, Marina CASINI, Antonio G. SPAGNOLO

1

FAIR Health Data and HL7 FHIR in the European Health Data Space

Catherine E. CHRONAKI

2

Using Socially Assistive Robots in Aged Care. What Is the Ethical Impact and Where Is It To Be Found?

Tijs VANDEMEULEBROUCKE

3

Bias in Machine Learning Methods for Healthcare Informatics: Challenges of Equity and Inclusivity

Casimir KULIKOWSKI

4

Artificial Intelligence in Cancer

Smaranda BELCIUG

5

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

Flaviana ROTARU, Aurel Mihail ŢÎŢU

6

HosmartAI – A Platform for Resilient Healthcare Systems

Lacramioara STOICU-TIVADAR

7

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

Sorin PUŞCOCI, Virginia SĂNDULESCU, Florin ŞERBĂNESCU, Viorel BOTA, Cristian Zeno MIHIŢ

8

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

Flaviana ROTARU

9

National and European Critical Infrastructure

Călin MUNTEAN, Olimpiu-Ovidiu CORNEA, Corina VERNIC

10

Protecting Information, Personal Data and Privacy in the Medical Sector

Călin MUNTEAN, Olimpiu-Ovidiu CORNEA

11

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

Maria ALUAŞ

12

Sonification: Principle, Methods and Medical Applications

George Ioan MIHALAŞ, Minodora ANDOR, Anca TUDOR, Sorin PARALESCU

13

Artificial Intelligence and Experimental Medical Research

Adriana Elena BULBOACĂ, Sorana D. BOLBOACĂ

14

NLP and Artificial Intelligence Techniques used in Structuring Medical Texts

Oana Sorina CHIRILA, Lăcrămioara STOICU-TIVADAR

15

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

Marius FERSIGAN, Marius MĂRUȘTERI

16

Machine Learning Applied to the Field of Genomics

Simion Daniel TĂTAR, Gheorghe SEBESTYEN

17

An Overview of Machine Learning Techniques Used in Primary Care

Darius TURCIAN, Vasile STOICU-TIVADAR

18

Explaining Machine Learning Solutions for Histopathology Images

Cătălin Mihai PESECAN, Lăcrămioara STOICU-TIVADAR

19

Opening the Black-Box: Extracting Medical Reasoning from Machine Learning Predictions

Marius FERSIGAN, Marius MĂRUȘTERI

20

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

Paul-Adrian CĂLBUREAN, Paul GREBENIŞAN, Victor VACARIU, Reka-Katalin DRINCAL, Oana ŢEPES, Iulia GRANCEA, Ioana ŞUŞ, Cristina SOMKEREKI, Valentin SIMON, Zoltán DEMJÉN, István ADORJÁN, Irina PINITILIE, Anca Teodora DOLCOŞ, Tiberiu OLTEAN, László HADADI, Marius MĂRUŞTERI

21

Automating Processes in Laboratories with the Support of Dobot Magician

Miruna Dalila CIULU, Lăcrămioara STOICU-TIVADAR, Arriel BENIS

22

iScreen: A Tailored-Made Approach to Regular Screening Tests

Smaranda Ioana CODREANU, Rafael F. CHIS, Adrian RUS-DALALAU, Paula S. FERENCZI, Flavia C. ANDRON

23

Mirage of Emerging Medical Technologies for Remote Diagnosis and Monitoring

Sorana D. BOLBOACĂ

24

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

Leonard MADA

25

Spark NLP: A Versatile Solution for Structuring Data from Endoscopy Reports

Andrei Constantin IOANOVICI, Stefan Marius MĂRUŞTERI, Andrei Marian FEIER, Alina Dia TRAMBITAS-MIRON

26

Fine-Tuned Medical Images Denoising using Median Filtering

Sebastian Aurelian ŞTEFĂNIGĂ

27

SmartRay – An AI-Based Module for Medical Images Processing

Sebastian Aurelian ŞTEFĂNIGĂ, Andreea-Roxana ASOFRONIEI

28

VitaWise - AI-based Healthcare Application

Sebastian Aurelian ŞTEFĂNIGĂ, Toni FLOREA

29

Digitization of Health Records using Spark OCR

Dia Alina TRAMBITAS-MIRON, Andrei Marian FEIER, Marius MĂRUŞTERI, Andrei IOANOVICI

30

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

Călin MUNTEAN, Călin CHEŢE, Alexandru BULLA, Alexandru POPA

31

eLearning Platform for Education in the Digital Health Domain

Mihaela CRIŞAN-VIDA, Lăcrămioara STOICU-TIVADAR

32

Development and Testing of Games for Medical Education

Stelian NICOLA, Lăcrămioara STOICU-TIVADAR

33

The Use of Virtual Patients in Undergraduate Thyroid Pathology Training

Andrada-Oana SPANCI, Tudor CĂLINICI

34

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

Diana LUNGEANU, Raluca LUPUSORU

35

Approaches and Tools for Teaching Biomedical Data Science during the COVID-19 Pandemic. A Systematic Literature Review

Raluca LUPUSORU, Ruben N. HATEGAN, Diana LUNGEANU

36

Online Educational Process During the COVID-19 Pandemic. A Student Survey

Călin AVRAM, Victoria Ancuţa RUS, Alina Dia TRAMBITAS-MIRON

37

Tuition of Project Management for Digital Health for Engineers: A Practical View

Vasile STOICU-TIVADAR

38

Case Management versus Workflow Systems in Healthcare

Michael OLAND, Virginia NICULESCU

39

Multimodal Interaction and AI in Rehabilitation of Rheumatoid Arthritis

Gabriela VARGA, Lăcrămioară STOICU-TIVADAR, Stelian NICOLA, Elena AMARICĂI, Oana SUCIU, Corina DOBRESCU, Elena SÎRBU

40

Melanoma Treatment Approach-Nanotechnology Perspectives and Results

Irina Mihaela JEMNOSCHI-HRENIUC, Marius Constantin MORARU, Gabriel STATESCU, Cristina LUCA, Angela TECUCEANU, Teodor STAMATE, Camelia TAMAS

41

Assessing Patient-Oriented Mobile Medical Apps in the Area of Gynaecology

Roxana Denisa CAPRAȘ, Ariana Anamaria CORDOȘ, Sorana D. BOLBOACĂ

42

Endometriosis - A Cause of Infertility? Statistical Study

Ion PETRE, Flavia BARNA, Lavinia MOLERIU, Ana DRAGHICI, Corina VERNIC

43

Technostress: A Technology-Enhanced Literature Review

Ariana-Anamaria CORDOŞ, Ciprian Viorel STUPINEAN, Sorana D. BOLBOACĂ

44

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

Mirela Mariana VALCAN

45

Statistical Models to Analyze the SARS-Cov2 Spreading in Europe

Cristina Gena DASCĂLU, Mihaela MOSCALU, Magda Ecaterina ANTOHE

46

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

Iulia Anca BOTA, Corina VERNIC, Mirela FRANDEŞ

47

COVID-19 Pandemic and the Perception of Stress in Intensive Care Nurses

Petru COTRĂU, Viviana HODOSAN, Adriana VLADU, Lucia DAINA, Marcel NEGRAU, Cristian DAINA, Carmen PANTIS, Corina VERNIC

48

Comparative Study of the Emerging COVID-19 Variants Using the msa R Package and ClustalW

Adrian VOICU, Corina VERNIC

49

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

Viorica NEDELCU, Mariana ZAZU, Doina Carmen MAZILU, Elena IANCU, Crin MARCEAN, Corina VERNIC, Ioana Marina GRINȚESCU

50

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