Vol. 43 No. Suppl. S1 (2021): RoMedINF2021

Special Issue - RoMedINF

• Digital Technology and Healthcare: The Role of Health Technology Assessment

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

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

  Catherine E. CHRONAKI

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

  Tijs VANDEMEULEBROUCKE

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

  Casimir KULIKOWSKI

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• Artificial Intelligence in Cancer

  Smaranda BELCIUG

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

  Flaviana ROTARU, Aurel Mihail ŢÎŢU

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• HosmartAI – A Platform for Resilient Healthcare Systems

  Lacramioara STOICU-TIVADAR

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• 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

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

  Flaviana ROTARU

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• National and European Critical Infrastructure

  Călin MUNTEAN, Olimpiu-Ovidiu CORNEA, Corina VERNIC

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• Protecting Information, Personal Data and Privacy in the Medical Sector

  Călin MUNTEAN, Olimpiu-Ovidiu CORNEA

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

  Maria ALUAŞ

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• Sonification: Principle, Methods and Medical Applications

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

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• Artificial Intelligence and Experimental Medical Research

  Adriana Elena BULBOACĂ, Sorana D. BOLBOACĂ

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• NLP and Artificial Intelligence Techniques used in Structuring Medical Texts

  Oana Sorina CHIRILA, Lăcrămioara STOICU-TIVADAR

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

  Marius FERSIGAN, Marius MĂRUȘTERI

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• Machine Learning Applied to the Field of Genomics

  Simion Daniel TĂTAR, Gheorghe SEBESTYEN

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• An Overview of Machine Learning Techniques Used in Primary Care

  Darius TURCIAN, Vasile STOICU-TIVADAR

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• Explaining Machine Learning Solutions for Histopathology Images

  Cătălin Mihai PESECAN, Lăcrămioara STOICU-TIVADAR

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

  Marius FERSIGAN, Marius MĂRUȘTERI

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• 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

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• Automating Processes in Laboratories with the Support of Dobot Magician

  Miruna Dalila CIULU, Lăcrămioara STOICU-TIVADAR, Arriel BENIS

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• iScreen: A Tailored-Made Approach to Regular Screening Tests

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

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• Mirage of Emerging Medical Technologies for Remote Diagnosis and Monitoring

  Sorana D. BOLBOACĂ

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

  Leonard MADA

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

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

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• Fine-Tuned Medical Images Denoising using Median Filtering

  Sebastian Aurelian ŞTEFĂNIGĂ

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• SmartRay – An AI-Based Module for Medical Images Processing

  Sebastian Aurelian ŞTEFĂNIGĂ, Andreea-Roxana ASOFRONIEI

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• VitaWise - AI-based Healthcare Application

  Sebastian Aurelian ŞTEFĂNIGĂ, Toni FLOREA

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• Digitization of Health Records using Spark OCR

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

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• 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

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• eLearning Platform for Education in the Digital Health Domain

  Mihaela CRIŞAN-VIDA, Lăcrămioara STOICU-TIVADAR

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• Development and Testing of Games for Medical Education

  Stelian NICOLA, Lăcrămioara STOICU-TIVADAR

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• The Use of Virtual Patients in Undergraduate Thyroid Pathology Training

  Andrada-Oana SPANCI, Tudor CĂLINICI

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

  Diana LUNGEANU, Raluca LUPUSORU

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

  Raluca LUPUSORU, Ruben N. HATEGAN, Diana LUNGEANU

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

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

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

  Vasile STOICU-TIVADAR

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• Case Management versus Workflow Systems in Healthcare

  Michael OLAND, Virginia NICULESCU

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• Multimodal Interaction and AI in Rehabilitation of Rheumatoid Arthritis

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

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• Melanoma Treatment Approach-Nanotechnology Perspectives and Results

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

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

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

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• Endometriosis - A Cause of Infertility? Statistical Study

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

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• Technostress: A Technology-Enhanced Literature Review

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

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

  Mirela Mariana VALCAN

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• Statistical Models to Analyze the SARS-Cov2 Spreading in Europe

  Cristina Gena DASCĂLU, Mihaela MOSCALU, Magda Ecaterina ANTOHE

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

  Iulia Anca BOTA, Corina VERNIC, Mirela FRANDEŞ

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• 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

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

  Adrian VOICU, Corina VERNIC

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• 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

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