Table of Contents

• Applying Machine Learning to Arsenic Species and Metallomics Profiles of Toenails to Evaluate Associations of Environmental Arsenic with Incident Cancer CasesSheida Majouni, Jong-Sung Kim, Ellen Sweeney, Erin Keltie, Syed Sibte Raza Abidi. 3-7 [doi]
• User Satisfaction with an AI System for Chest X-Ray Analysis Implemented in a Hospital's Emergency SettingDiego Rabinovich, Candelaria Mosquera, Pierina Torrens, Martina Aineseder, Sonia Benitez. 8-12 [doi]
• Scaling AI Projects for Radiology - Causes and ConsequencesGunnar Ellingsen, Line Silsand, Gro-Hilde Severinsen, Line Linstad. 13-17 [doi]
• ECG Classification Using Combination of Linear and Non-Linear Features with Neural NetworkTetiana Biloborodova, Inna Skarga-Bandurova, Illia Skarha-Bandurov, Yelyzaveta Yevsieieva, Oleh Biloborodov. 18-22 [doi]
• Dataset Comparison Tool: Utility and PrivacyJoão Coutinho-Almeida, Ricardo João Cruz Correia, Pedro Pereira Rodrigues. 23-27 [doi]
• AP-HP Health Data Space (AHDS) to the Test of the Covid-19 PandemicChristel Daniel, Nicolas Paris, Olivier Pierre, Nicolas Griffon, Stéphane Bréant, Nina Orlova, Patricia Serre, Damien Leprovost, Stéphane Denglos, Alexandre Mouchet, Julien Dubiel, Rafael Gozlan, Gilles Chatellier, Romain Bey, Marie Frank, Claire Hassen-Khodja, Marie-France Mamzer, Martin Hilka. 28-32 [doi]
• MISeval: A Metric Library for Medical Image Segmentation EvaluationDominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto-Rey, Frank Kramer 0001. 33-37 [doi]
• When Context Matters for Credible Measurement of Drug-Drug Interactions Based on Real-World DataRomain Lelong, Badisse Dahamna, Hélène Berthelot, Willy Duville, Catherine Letord, Julien Grosjean, Catherine Duclos. 38-42 [doi]
• A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG SignalsHugues Turbé, Mina Bjelogrlic, Mehdi Namdar, Christophe Gaudet-Blavignac, Jamil Zaghir, Jean Philippe Goldman, Belinda Lokaj, Christian Lovis. 43-47 [doi]
• Analysis of Stroke Assistance in Covid-19 Pandemic by Process Mining TechniquesGabrielle dos Santos Leandro, Daniella Yuri Miura, Juliana Safanelli, Rafaela Mantoan Borges, Claudia M. C. Moro. 48-52 [doi]
• Automated Diagnosis of Autism Spectrum Disorder Condition Using Shape Based Features Extracted from BrainstemVaibhav Jain, Abirami Selvaraj, Rakshit Mittal, Priya Rani, Anandh Kilpattu Ramaniharan, Jac Fredo Agastinose Ronickom. 53-57 [doi]
• Using Explainable Supervised Machine Learning to Predict Burnout in Healthcare ProfessionalsKarthik Adapa, Malvika Pillai, Meagan Foster, Nadia Charguia, Lukasz Mazur. 58-62 [doi]
• An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg UlcersJens Hüsers, Maurice Moelleken, Mats L. Richter, Mareike Przysucha, Leila Malihi, Dorothee Busch, Nina-Alexandra Götz, Jan Heggemann, Guido Hafer, Stefan Wiemeyer, Birgit Babitsch, Gunther Heidemann, Joachim Dissemond, Cornelia Erfurt-Berge, Ursula Hübner. 63-67 [doi]
• Attitudes and Acceptance Towards Artificial Intelligence in Medical CareDana Holzner, Timo Apfelbacher, Wolfgang Rödle, Christina Schüttler, Hans-Ulrich Prokosch, Rafael T. Mikolajczyk, Sarah Negash, Nadja Kartschmit, Iryna Manuilova, Charlotte Buch, Jana Gundlack, Jan Christoph. 68-72 [doi]
• Can Artificial Intelligence Enable the Transition to Electric Ambulances?Emmanouil S. Rigas, Antonis Billis, Panagiotis D. Bamidis. 73-77 [doi]
• Using Machine Learning and Deep Learning Methods to Predict the Complexity of Breast Cancer CasesAkram Redjdal, Jacques Bouaud, Joseph Gligorov, Brigitte Séroussi. 78-82 [doi]
• Accelerating High-Dimensional Temporal Modelling Using Graphics Processing Units for Pharmacovigilance Signal Detection on Real-Life DataPierre Sabatier, Jean Feydy, Anne-Sophie Jannot. 83-87 [doi]
• Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine LearningAdrien Wartelle, Farah Mourad-Chehade, Farouk Yalaoui, David Laplanche, Stéphane Sanchez. 88-92 [doi]
• Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical RecordHussam Kaka, George Michalopoulos, Sujan Subendran, Kathleen Decker, Pascal Lambert, Marshall Pitz, Harminder Singh, Helen H. Chen. 93-97 [doi]
• Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AIMarta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli. 98-103 [doi]
• Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement DisordersAlexander Brenner, Lucas Plagwitz, Michael Fujarski, Tobias Warnecke, Julian Varghese. 104-108 [doi]
• Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning ModelLucas Plagwitz, Alexander Brenner, Michael Fujarski, Julian Varghese. 109-113 [doi]
• Machine Learning in Medicine: To Explain, or Not to Explain, That Is the QuestionCédric Bousquet, Diva Beltramin. 114-115 [doi]
• Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and EchocardiographyMorgane Pierre-Jean, Erwan Donal, Marc Cuggia, Guillaume Bouzillé. 116-118 [doi]
• Towards a Generic Description Schema for Clinical Decision Support SystemsStefan Vogel, Dagmar Krefting. 119-120 [doi]
• Applying Artificial Intelligence Privacy Technology in the Healthcare DomainAbigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin. 121-122 [doi]
• Explainable Artificial Intelligence in Ambulatory Digital Dementia ScreeningsMarkus Schinle, Christina Erler, Maximilian Hess, Wilhelm Stork. 123-124 [doi]
• Behavioral Segmentation for Enhanced Peer-to-Peer Patient EducationAlessia Paglialonga, Rebecca Theal, David Barber, Robert Kyba, Aziz Guergachi, Karim Keshavjee. 125-126 [doi]
• A Confidence Interval-Based Method for Classifier Re-CalibrationAndrea Campagner, Lorenzo Famiglini, Federico Cabitza. 127-128 [doi]
• Physiotherapists' Views on the Software Monitoring Application of a Wearable Assistive GloveValentina Bartali, Vera Bulsink. 129-130 [doi]
• Meaningful Activity Replacement Recommendations in DementiaJonathan Turner, Michael Wilson, Ciarán Nugent, Damon Berry, Julie Doyle, Dympna O'Sullivan. 131-132 [doi]
• Instruments Segmentation in X-ray Fluoroscopic Images for Endoscopic Retrograde Cholangio PancreatographyGarance Martin, Saad El-Madafri, Aymeric Becq, Jérôme Szewczyk, Isabelle Bloch. 133-134 [doi]
• Implementing a Microservices Architecture for Predicting the Opinion of Twitter Users on COVID VaccinesGuillaume Guerdoux, Bissan Audeh, Théophile Tiffet, Cédric Bousquet. 135-136 [doi]
• Robust Random Forest-Based All-Relevant Feature Ranks for Trustworthy AIBastian Pfeifer, Andreas Holzinger, Michael G. Schimek. 137-138 [doi]
• Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access DatabaseMichael Fujarski, Christian Porschen, Lucas Plagwitz, Alexander Brenner, Narges Ghoreishi, Patrick Thoral, Harm-Jan de Grooth, Paul W. G. Elbers, Raphael Weiss, Melanie Meersch, Alexander Zarbock, Thilo Caspar von Groote, Julian Varghese. 139-140 [doi]
• Generation and Evaluation of Synthetic Data in a University Hospital SettingBayrem Kaabachi, Jérémie Despraz, Thierry Meurers, Fabian Prasser, Jean Louis Raisaro. 141-142 [doi]
• Conversational Agent to Address COVID-19 Infodemic: A Design-Based Research ApproachYouness Zidoun, Sreelekshmi Kaladhara, Yehia Kotp, Leigh Powell, Radwa Nour, Hanan Al Suwaidi, Nabil Zary. 143-144 [doi]
• Prediction of Hospitalization Using Machine Learning for Emergency Department PatientsGeorgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis, Dimitris Kalles, Vasileios Panteris, Lazaros Tzelves, Rea Chatzikyriakou, Nikolaos Trakas, Stavroula Kolokytha, Polyxeni Batiani, Zoi Rakopoulou, Aikaterini Tika, Stavroula Petropoulou, Ilias Dalainas, Vasileios Kaldis. 145-146 [doi]
• Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing HomesClara Charon, Pierre-Henri Wuillemin, Joël Belmin. 147-148 [doi]
• Extraction of Tumor Response Criteria in Semi-Structured Imaging ReportValentin Pohyer, David Baudoin, Laure Fournier, Bastien Rance. 149-150 [doi]
• Reliability of Drug-Drug Interaction Measurement on Real-Word Data: The ReMIAMes ProjectCatherine Duclos, Nicolas Griffon, Christel Daniel, Guillaume Bouzillé, Denis Delamarre, Stéfan Jacques Darmoni, Laurent Toubiana, Julien Grosjean. 151-152 [doi]
• Nursing Documentation and Activities when Using a Clinical Decision Support System for Sepsis and Clinical Deterioration ManagementLuciana Schleder Gonçalves, Maria Luiza Medeiros Amaro, Fernanda Karoline Schamne, Ingrid Marcela Pinto Gariba. 153-154 [doi]
• Tracking Temporal Clusters from Patient NetworksJudith Lambert, Anne-Louise Leutenegger, Anne-Sophie Jannot, Anaïs Baudot. 155-156 [doi]
• Lack of Human Resources Leads to Breaches in Information Management ProcessesHeli Ikonen, Virpi Jylhä, Hanna Kuusisto. 159-163 [doi]
• Making EHRs Trustable: A Quality Analysis of EHR-Derived Datasets for COVID-19 ResearchMiguel Pedrera-Jiménez, Noelia García-Barrio, Paula Rubio-Mayo, Guillermo Maestro, Antonio Lalueza, Ana Garcia-Reyne, María José Zamorro, Alejandra Pons, María Jesús Sanchez-Martin, Jaime Cruz-Rojo, Víctor Quiros, José María Aguado, Juan Luis Cruz-Bermúdez, José Luis Bernal, Laura Merson, Carlos Lumbreras, Pablo Serrano. 164-168 [doi]
• Usability Assessment of Conversational Agents in Healthcare: A Literature ReviewKerstin Denecke, Richard May 0003. 169-173 [doi]
• Metadata Definition in Registries: What Is a Data Element?Jürgen Stausberg, Sonja Harkener, Markus Burgmer, Christoph Engel, Robert Finger, Carsten Heinz, Ekkehart Jenetzky, David Martin, Rüdiger Rupp, Martin Schönthaler, Christian Schuld, Barbara Suwelack, Jeannine Wegner. 174-178 [doi]
• Automatic Objective Severity Grading of Peripheral Facial Palsy Using 3D Radial Curves Extracted from Point CloudsTim Büchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler. 179-183 [doi]
• Linking EMR Data to REDCap: Implementation in the SOLKID RegisterTobias Johannes Brix, Leonard Greulich, Alice Janssen, Sarah Riepenhausen, Philipp Neuhaus, Johannes Oehm, Jeannine Wegner, Barbara Suwelack, Michael Storck, Julian Varghese. 184-188 [doi]
• Evaluation of a Personal Digital Assistant Device Implementation for Barcode Medication Administration with Nurses Using a Likert QuestionnaireJuan Descalzo, Javier Castro, María I. Smith, Daniel R. Luna. 189-193 [doi]
• Federated Learning in Healthcare: A Privacy Preserving ApproachK. Narmadha, P. Varalakshmi. 194-198 [doi]
• Introducing Lightweight IT - A Way to Build Flexibility for Healthcare Organizations?Gro-Hilde Severinsen, Line Silsand, Kristian Malm-Nicolaisen, Rune Pedersen, Gunnar Ellingsen. 199-203 [doi]
• Suitability of Reusing Pre-Doctoral Student Activity Data from an Educational Information System for Quality Measures of Caries RiskBenoît Ballester, Estelle Casazza, Frédéric Bukiet, Jean-Charles Dufour. 204-208 [doi]
• Establishing a Data Quality Baseline in the AKTIN Emergency Department Data Registry - A Secondary Use PerspectiveLucas Triefenbach, Ronny Otto, Jonas Bienzeisler, Alexander Kombeiz, Saskia Ehrentreich, Rainer Röhrig, Raphael W. Majeed. 209-213 [doi]
• Designing for Human Well-Being: A Case Study with Informal Caregivers of Individuals with CancerAwais Ahmad, Åsa Cajander, Birgitta Johansson, Ylva Tiblom Ehrsson, Ulrica Langegård. 214-218 [doi]
• Multi-Dimensional Laboratory Test Score as a Proxy for HealthBar H. Ezra, Shreyas Havaldar, Benjamin S. Glicksberg, Nadav Rappoport. 219-223 [doi]
• Deviation of Physiological from Chronological Age Is Associated with HealthLin Peretz, Nadav Rappoport. 224-228 [doi]
• Design Considerations for the Use of Patient-Generated Health Data in the Electronic Medical RecordsKatherine Blondon, Frédéric Ehrler. 229-233 [doi]
• Impact of Electronic Medical Records Systems in Reporting HIV Health Data Indicators in KenyaPhilomena N. Ngugi, Milka Bochere Gesicho, Ankica Babic. 234-238 [doi]
• Collecting Data from a Mobile App and a Smartwatch Supports Treatment of Schizophrenia and Bipolar DisorderSteinunn Gróa Sigurðardóttir, Anna Sigridur Islind, María Óskarsdóttir. 239-243 [doi]
• Data Ingestion for AI in Prostate CancerHaridimos Kondylakis, Stelios Sfakianakis, Varvara Kalokyri, Nikolaos S. Tachos, Dimitrios I. Fotiadis, Kostas Marias, Manolis Tsiknakis. 244-248 [doi]
• Automated Coding in Case Mix Databases of Bacterial Infections Based on Antimicrobial Susceptibility Test ResultsRadia Spiga, François-Élie Calvier, Anne Carricajo, Bruno Pozzetto, Béatrice Trombert Paviot, Cédric Bousquet. 249-253 [doi]
• Artificial Intelligence in Kidney Transplantation: A Scoping ReviewAsma Alamgir, Hagar Hussein, Yasmin Abdelaal, Alaa A. Abd-alrazaq, Mowafa Househ. 254-258 [doi]
• Use of e-Health in Norwegian FACT Teams: A User PerspectiveErlend Bønes, Conceição Granja, Terje Solvoll. 259-263 [doi]
• Determination of Cut Off for Endometrial Thickness in Couples with Unexplained Infertility: Trustable AIAmeneh Mehrjerd, Hassan Rezaei, Saeid Eslami, Nayyere Khadem Ghaebi. 264-268 [doi]
• Evaluating Unintended Consequences in Health Information SystemsNurkhadija Rohani, Maryati Mohd Yusof. 269-270 [doi]
• Electronic Phenotyping to Identify Patients with Arrythmia Disease from a Hospital Information SystemMasaharu Nakayama, Ryusuke Inoue. 271-272 [doi]
• Utilizing Intensive Care Alarms for Machine LearningAnne Rike Flint, Sophie Anne Ines Klopfenstein, Patrick Heeren, Felix Balzer, Akira-Sebastian Poncette. 273-274 [doi]
• Modeling the Information Transparency of Health Service Privacy PoliciesMarta Alic, Ljerka Luic. 275-276 [doi]
• Blockchain and IoT Technology in Healthcare: A ReviewB. Sivasankari, P. Varalakshmi. 277-278 [doi]
• Intra-Query Parallelism for a Scalable and Responsive Web-Based Digital Pathology ViewerRui Jesus, Luís Bastião Silva, Carlos Costa 0001. 279-280 [doi]
• SOIN - MI Data Lab: Personalized Ophthalmology Through Collaborative Data Collection and Dynamic Patient ConsentCiara Bergin, Irmela Mantel, Reinier O. Schlingemann, Mattia Tomasoni, Thomas J. Wolfensberger. 281-282 [doi]
• Microservices-Based Architecture to Support the Adaptive RECORDS-TrialEbrahim Nageba, Martin Hilka, Rafael Gozlan, Julien Dubiel, Cendrine Baudoin, Christel Daniel. 283-284 [doi]
• Building an i2b2-Based Population Repository for COVID-19 ResearchMiguel Pedrera-Jiménez, Noelia García-Barrio, Gema Hernandez-Ibarburu, Blanca Baselga, Alvar Javier Blanco-Martínez, Fernando Calvo-Boyero, Alba Gutiérrez-Sacristan, Víctor Quiros, Juan Luis Cruz-Bermúdez, José Luis Bernal-Sobrino, Laura Meloni, David Pérez-Rey, Matvey B. Palchuk, Isaac S. Kohane, Pablo Serrano. 287-291 [doi]
• Usability of OMOP Common Data Model for Detailed Lab Microbiology ResultsEmmanuelle Theron, Jean-François Gorse, Xavier Gansel. 292-296 [doi]
• Mapping Korean National Health Insurance Pharmaceutical Claim Codes to SNOMED CTHyesil Jung, Hyeoun-Ae Park, Hannah Kang, Minsun Lee, Sumi Sung, Seul Ki Park. 297-301 [doi]
• OntoBioStat: Supporting Causal Diagram Design and AnalysisThibaut Pressat Laffouilhère, Julien Grosjean, Jacques Benichou, Stéfan Jacques Darmoni, Lina Fatima Soualmia. 302-306 [doi]
• Mapping of ICD-O Tuples to OncoTree Codes Using SNOMED CT Post-CoordinationTessa Ohlsen, Valerie Kruse, Rosemarie Krupar, Alexandra Banach, Josef Ingenerf, Cora Drenkhahn. 307-311 [doi]
• Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINCPierre Lemordant, Fleur Mougin, Sandie Cabon, Yves Gandon, Guillaume Bouzillé, Marc Cuggia. 312-316 [doi]
• Deep SNOMED CT Enabled Large Clinical Database About COVID-19Christophe Gaudet-Blavignac, Julien Ehrsam, Hugues Turbé, Daniel Keszthelyi, Jamil Zaghir, Christian Lovis. 317-321 [doi]
• Evaluating the Relevance of Virtual DrugsYvon K. Awuklu, Vianney Jouhet, Sébastien Cossin, Frantz Thiessard, Romain Griffier, Fleur Mougin. 322-326 [doi]
• Preprocessing to Address Bias in Healthcare DataEmel Seker, John R. Talburt, Melody L. Greer. 327-331 [doi]
• Data Element Mapping in the Data Privacy EraRomain Griffier, Sébastien Cossin, François Konschelle, Fleur Mougin, Vianney Jouhet. 332-336 [doi]
• Temporal Medical Knowledge Representation Using OntologiesJacques Hilbey, Xavier Aimé, Jean Charlet. 337-341 [doi]
• Applying Goal-Oriented Modelling for Machine Learning Based Rehabilitation CareCarola Gißke, Jin Liu, Kai Gand. 342-346 [doi]
• Pattern-Based Logical Definitions of Prenatal Disorders Grounded on DispositionsMirna El Ghosh, Fethi Ghazouani, Elise Akan, Jean Charlet, Ferdinand Dhombres. 347-351 [doi]
• Using Big Data to Identify Impact of Asthma on Mortality in Patients with COVID-19Jinyan Lyu, Wanting Cui, Joseph Finkelstein. 352-356 [doi]
• Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural NetworksHannes Ulrich, Hristina Uzunova, Heinz Handels, Josef Ingenerf. 357-361 [doi]
• TerminoDiff - Detecting Semantic Differences in HL7 FHIR CodeSystemsJoshua Wiedekopf, Cora Drenkhahn, Lorenz Rosenau, Hannes Ulrich, Ann-Kristin Kock-Schoppenhauer, Josef Ingenerf. 362-366 [doi]
• FAIRifying a Quality Registry Using OMOP CDM: Challenges and SolutionsDaniel Puttmann, Nicolette de Keizer, Ronald Cornet, Eric Van Der Zwan, Ferishta Bakhshi-Raiez. 367-371 [doi]
• An Ontology and Data Converter from RDF to the i2b2 Data ModelJules Fasquelle-Lopez, Jean Louis Raisaro. 372-376 [doi]
• Aggregations of Substance in Virtual Drug Models Based on ISO/CEN Standards for Identification of Medicinal Products (IDMP)Robert Vander Stichele, Dipak Kalra. 377-381 [doi]
• Non-Fungible Tokens as a Mechanism for Representing Patient ConsentJames Cunningham, Nigel Davies 0001, Sarah Devaney, Søren Holm, Mike Harding, Victoria Neumann, John Ainsworth. 382-386 [doi]
• A Conceptual Framework for Representing Events Under Public Health SurveillanceAnya Okhmatovskaia, Yannan Shen, Iris Ganser, Nigel Collier, Nicholas B. King, Zaiqiao Meng, David L. Buckeridge. 387-391 [doi]
• Data-Driven Modeling of Randomized Controlled Trial OutcomesZhehuan Chen, Yilu Fang, Hao Liu, Chunhua Weng. 392-396 [doi]
• Thyroid Ultrasound-Image DatasetYasaman Sharifi, Susan Shafiei, Morteza Danai Ashgzari, Seyed Rasoul Zakavi, Saeid Eslami. 397-402 [doi]
• WikiMeSH: Multi Lingual MeSH Translations via WikipediaMikaël Dusenne, Kévin Billey, Florent Desgrippes, Arriel Benis, Stéfan Jacques Darmoni, Julien Grosjean. 403-404 [doi]
• Evaluation and Challenges of Medical Procedure Data Harmonization to SNOMED-CT for Observational ResearchInes Reinecke, Michael Kallfelz, Martin Sedlmayr, Joscha Siebel, Franziska Bathelt. 405-406 [doi]
• An Ontology for Cardiothoracic Surgical Education and Clinical Data AnalyticsMaryam Panahiazar, Yorick Chern, Ramon Riojas, Omar S. Latif, Usha Lokala, Dexter Hadley, Amit P. Sheth, Ramin E. Beygui. 407-408 [doi]
• Large-File Raw Data Synchronization for openBIS Research RepositoriesAleksei Dudchenko, Friedemann Ringwald, Felix Czernilofsky, Sascha Dietrich, Petra Knaup, Matthias Ganzinger. 409-410 [doi]
• Causal Associations Among Diseases and Imaging Findings in Radiology ReportsRonnie Sebro, Charles E. Kahn Jr.. 411-412 [doi]
• Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical RegionsJose Manuel Saborit-Torres, Silvia Nadal-Almela, Joaquim Angel Montell-Serrano, Elena Oliver-Garcia, Hector Carceller, Jon Ander Gómez-Ádrian, Marisa Caparrós-Redondo, Francisco García-García, Julio Domenech-Fernández, Maria de la Iglesia-Vayá. 413-414 [doi]
• The Common Provenance Model: Capturing Distributed Provenance in Life Sciences ProcessesFrancesca Frexia, Cecilia Mascia, Rudolf Wittner, Markus Plass, Heimo Müller, Jörg Geiger, Petr Holub. 415-416 [doi]
• Implementation of Gene Expression Profiles in the HL7 FHIR StandardFlorian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer 0001. 417-418 [doi]
• REDIRECT: Mapping Drug Prescriptions and Evidence from Biomedical LiteratureBruno Thiao-Layel, Vianney Jouhet, Guillaume Blin, Gayo Diallo. 419-420 [doi]
• Ontology-Driven Data Cleaning Towards Lossless Data CompressionAthanasios Kiourtis, Argyro Mavrogiorgou, George Manias, Dimosthenis Kyriazis. 421-422 [doi]
• Towards a Clinical Decision Support System for Helping Medical Students in Emergency Call CentersEdouard Michot, Jules Woo, Louis Mouline, Catherine Sinnappan, Adrien Boukobza, Florence Campeotto, Laurent Dupic, Anita Burgun, Benoît Vivien, Rosy Tsopra. 425-429 [doi]
• An Interactive Interface for Displaying Recommendations on Emergency Phone Triage in PediatricsClaire Durchon, Stephi Vanderlan, Alice Jegard, Hasini Saram, Marina Falchi, Florence Campeotto, Laurent Dupic, Anita Burgun, Benoît Vivien, Rosy Tsopra. 430-434 [doi]
• Optimization of Performance by Combining Most Sensitive and Specific Models in Data Science Results in Majority Voting EnsembleKatoo M. Muylle, Pieter Cornu, Wilfried Cools, Kurt Barbé, Ronald Buyl, Sven Van Laere. 435-439 [doi]
• Implementation of a Clinical Trial Recruitment Support System Based on Fast Healthcare Interoperability Resources (FHIR) in a Cardiology DepartmentClemens Scherer, Stephan Endres, Martin Orban, Stefan Kääb, Steffen Massberg, Alfred Winter, Matthias Löbe. 440-444 [doi]
• Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's VoiceSonia Rafi, Cedric Gangloff, Etienne Paulhet, Ollivier Grimault, Louis Soulat, Guillaume Bouzillé, Marc Cuggia. 445-449 [doi]
• An Adverse Drug Reaction Database for Clinical Use - Potential of and Difficulties with the Summary of Product CharacteristicsBirgit Eiermann, Daniel Rodrigues, Paul Cohen, Lars L. Gustafsson. 450-454 [doi]
• Support-Vector Machine-Based Classifier of Cross-Correlated Phoneme Segments for Speech Sound Disorder ScreeningEmilian Erman Mahmut, Stelian Nicola, Vasile Stoicu-Tivadar. 455-459 [doi]
• Speak-PIM, Towards a Framework for the Automatic Detection of Potentially Inappropriate PrescriptionsAbdelmalek Mouazer, Karima Sedki, Rosy Tsopra, Jean-Baptiste Lamy. 460-464 [doi]
• CDS-Compare: A Web Application for Machine Learning Assisted Curation of Clinical Order SetsZackary Falls, Steven H. Brown, Naveed Shah, Frank LeHouillier, Randeep Badwal, Kendria Hall, Gillian Franklin, William H. Kelly, Andrew Holdaway, Diane Montella, Linda Wedemeyer, Sarita Keni, Eric Rose, Jonathan R. Nebeker, Peter L. Elkin. 465-469 [doi]
• The Prediction of Functional Outcome After Microsurgical Treatment of Unruptured Intracranial Aneurysm Based on Machine LearningTimur Ishankulov, Fyodor Grebenev, Uliya Strunina, Oleg Shekhtman, Shalva Eliava, Gleb Danilov. 470-474 [doi]
• Clinical Decision Support System for PIM in Elderly Patients: Implementation and Initial Evaluation in Ambulatory CareEliana Frutos, Martin Kakazu, Matias Tajerian, Alejandro Gaiera, Luciana Rubin, Carlos Otero, Daniel Luna. 475-479 [doi]
• Towards the Improvement of Clinical Guidelines Based on Real World DataElisa Henke, Ines Reinecke, Michele Zoch, Martin Sedlmayr, Franziska Bathelt. 480-484 [doi]
• Constructive Fuzzy Cognitive Map for Depression Severity EstimationGeorgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis. 485-489 [doi]
• A Federated and Distributed Data Management Infrastructure to Enable Public Health Surveillance from Intensive Care Unit DataJonas Bienzeisler, Lucas Triefenbach, Alexander Kombeiz, Matthäus Lottes, Christopher Vogel, Linus Grabenhenrich, Martina Fischer, Theresa Kocher, Lukas Niekrenz, Michael Dreher, Christoph Müller, Rainer Röhrig, Raphael W. Majeed. 490-494 [doi]
• Minor and Parental Access to Electronic Health Records: Differences Across Four CountriesJosefin Hagström, Isabella Scandurra, Jonas Moll, Charlotte Blease, Barbara Haage, Iiris Hörhammer, Maria Hägglund. 495-499 [doi]
• National Integration Components Challenge the Epic Implementation in Central NorwayGunnar Ellingsen, Morten Hertzum, Bente Christensen, Rolf Wynn. 500-504 [doi]
• Implementation of a Data Warehouse in Primary Care: First Analyses with Elderly PatientsMathilde Fruchart, Paul Quindroit, Haris Patel, Jean-Baptiste Beuscart, Matthieu Calafiore, Antoine Lamer. 505-509 [doi]
• Patients' Access to Their Psychiatric Records - A Comparison of Four CountriesAnnika Bärkås, Maria Hägglund, Jonas Moll, Åsa Cajander, Hanife Rexhepi, Iiris Hörhammer, Charlotte Blease, Isabella Scandurra. 510-514 [doi]
• Human Factors of EHR Adoption in Saudi Primary HealthcareBander Dowahi Alanazi, Mohammed Hijji Alhijji, Ibtisam Dhuwayhi Alanazi. 515-519 [doi]
• Assessment of Health Service Quality Through Electronic Health Record - A Scoping ReviewHanna von Gerich, Laura-Maria Peltonen. 520-524 [doi]
• Patient Data Sharing and Reduction of Overtime Work of Nurses by Innovation of Nursing Records Using Structured Clinical KnowledgeSatoko Tsuru, Tetsuro Tamamoto, Akihiro Nakao, Kouichi Tanizaki, Naohisa Yahagi. 525-529 [doi]
• Healthcare Professionals' Experiences of the Work Environment After Patients' Access to Their Electronic Health Records - A Qualitative Study in Primary CareIrene Muli, Isabella Scandurra, Åsa Cajander, Maria Hägglund. 530-534 [doi]
• Are Personal Health Records (PHRs) Facilitating Patient Safety? A Scoping ReviewAmanda L. Joseph, Helen Monkman, Andre W. Kushniruk, Elizabeth M. Borycki. 535-539 [doi]
• Goupile: A New Paradigm for the Development and Implementation of Clinical Report FormsNiels Martignene, Ali Amad, Julie Bellet, Julien Tabareau, Fabien D'Hondt, Thomas Fovet, Antoine Lamer. 540-544 [doi]
• Exploring the Digital Divide as a Barrier to Use of a Personal Health Record in the ElderlyEliana Frutos, Juan Descalzo, Giuliana Colussi, Romina P. Rapisarda, Fernando Plazzotta, Daniel R. Luna. 545-549 [doi]
• Data Analytics of Electronic Medical Record to Study Racial Diversities in Cardiovascular Diagnosis and TreatmentMaryam Panahiazar, Yorick Chern, Ramon Riojas, Omar S. Latif, Dexter Hadley, Ramin E. Beygui. 550-554 [doi]
• Local Explanation-Based Method for Healthcare Risk StratificationJean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala. 555-556 [doi]
• A Wide Database for a Multicenter Study on Pneumocystis jirovecii Pneumonia in Intensive Care UnitsGabriele Di Meco, Sara Mora, Daniele Roberto Giacobbe, Silvia Dettori, Ilias Karaiskos, Matteo Bassetti, Mauro Giacomini. 557-558 [doi]
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• A Log Analysis Exploring the Predictors of Electronic Health Record Access by Clinicians for Consumers Aged ≥65 Who Present to the Emergency DepartmentAlexandra K. Mullins, Helen Skouteris, Heather Morris, Joanne Enticott. 577-578 [doi]
• DeepUnity Capture: An Application for Digital Photo DocumentationJohanna Weishaupt. 579-580 [doi]
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• Over 89% Adoption Rate of the Nationwide Online Patient Portal in FinlandVesa Jormanainen. 589-593 [doi]
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• Why Do People Use Online Lab Results and What Do They Look For: A Qualitative StudyHelen Monkman, Janessa Griffith, Leah Macdonald, Amanda L. Joseph, Blake J. Lesselroth. 599-603 [doi]
• The Rising Importance of e-Health in NorwayRolf Wynn, Vicente Traver Salcedo, Gunnar Ellingsen. 604-608 [doi]
• Disparities in Regional Publication Trends on the Topic of Artificial Intelligence in Biomedical Science Over the Last Five Years: A Bibliometric AnalysisKirubel Biruk Shiferaw, Dagmar Waltemath, Atinkut Zeleke. 609-613 [doi]
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• iCompanion: A Serious Games App for the Management of FrailtyAntonios Sykoutris, Angelina Kouroubali, Dimitrios G. Katehakis, Haridimos Kondylakis. 624-628 [doi]
• Classification of Digital Mental Health Interventions: A Rapid Review and Framework ProposalMarie-Pierre Gagnon, Maxime Sasseville, Annie LeBlanc. 629-633 [doi]
• Impact of the Text Simplification on UnderstandingOksana Ivchenko, Natalia Grabar. 634-638 [doi]
• An Agile Approach to Accelerate Development and Adoption of Electronic Product Information StandardsCatherine Chronaki, Craig Anderson 0003, Jens Kristian Villadsen, Petter Hurlen, Giorgio Cangioli, Giovanna Maria Ferrari, Anne Moen. 639-643 [doi]
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• Implementing SNOMED CT in Open Software Solutions to Enhance the Findability of COVID-19 QuestionnairesCarina Nina Vorisek, Eduardo Alonso Essenwanger, Sophie Anne Ines Klopfenstein, Julian Sass, Jörg Henke, Carsten Oliver Schmidt, Sylvia Thun. 649-653 [doi]
• Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine LearningGiovanna Nicora, Simone Marini, Marco Salemi, Riccardo Bellazzi. 654-658 [doi]
• Atlantes: Automated Health Related & COVID-19 Data Management for Use in Predictive ModelsGeorge Vangelatos, Haralampos Karanikas, Sotiris K. Tasoulis. 659-663 [doi]
• Discovery of COVID-19 Symptomatic Experience Reported by Twitter UsersKeyuan Jiang, Minghao Zhu, Gordon R. Bernard. 664-668 [doi]
• Global Good Open Source Software Development in Response to the COVID-19 Pandemic - Perspectives from SORMAS Implementation in EuropeCandice Louw, Rafael Paffenholz, Carolin Verset, Gérard Krause. 669-673 [doi]
• The COVID-19 Data Exchange Platform of the German University MedicineHans-Ulrich Prokosch, Thomas Bahls, Martin Bialke, Jürgen Eils, Christian Fegeler, Julian Gründner, Birger Haarbrandt, Christopher Hampf, Wolfgang Hoffmann, Hauke Hund, Marvin O. Kampf, Lorenz A. Kapsner, Piotr Kasprzak, Oliver Kohlbacher, Dagmar Krefting, Jonathan Mang, Michael Marschollek, Sebastian Mate, Armin Müller, Fabian Prasser, Julian Sass, Sebastian C. Semler, Holger Stenzhorn, Sylvia Thun, Sven Zenker, Roland Eils. 674-678 [doi]
• Preliminary Validation of a Rule-Based System for Mortality Coding Using ICD-11Mihai Horia Popescu, Can Celik, Vincenzo Della Mea, Robert Jakob. 679-683 [doi]
• The Impact of Hospital Accessibility on Interregional Patient Mobility in ItalyFabrizio Pecoraro, Daniela Luzi, Fabrizio Clemente. 684-688 [doi]
• Identifying Homogeneous Patient Clusters in Swiss University Hospital Through Latent Class AnalysisGilles Cohen, Pascal Briot, Pierre Chopard. 689-693 [doi]
• Using FHIR to Support COVID-19 Vaccine Safety Electronic Case Reports in AmericaDaniel A. Rizzato Lede, Helvert F. Molina, Maria Paz Bertoglia, Daniel Otzoy, Luis A. Benavides, José A. Donis, Víctor B. Osorio, Carlos Aguilar, José L. Bustos, Martín Díaz Maffini, Karina Revirol, César Galindo, Jorge Mansilla, Fernando Campos, Diego Kaminker, Marcelo D'agostino, Desiree Pastor. 694-698 [doi]
• The Tiel Shift Towards Person Centered CareJacob Hofdijk, Felix Cillessen, Javier Asin. 699-700 [doi]
• Covid-19 Positivity Differences Among Patients of a Rural, Southern US State Hospital System Based on Population Density, Rural-Urban Classification, and Area Deprivation IndexLori Wong, Feliciano Yu, Sudeepa Bhattacharyya, Melody L. Greer. 701-702 [doi]
• Improving Shared Decision-Making Using Cognitive Effort-OptimizationArmin Darvishzadeh Sayadi, Karim Keshavjee, Helen Monkman, Aziz Guergachi, Alessia Paglialonga. 703-704 [doi]
• Automated Twitter Extraction and Visual Analytics with Dashboards: Development and First ExperimentationsHaris Patel, Riyâz Patel, Djamel Zitouni, Benjamin C. Guinhouya, Mathilde Fruchart, Antoine Lamer. 705-706 [doi]
• Development Towards Patient-Centered eHealth Services in FinlandMarlon Luca Machal, Alpo Värri. 707-708 [doi]
• Healthcare Insights: Evaluating the Access to the Italian Healthcare SystemMonica Bonetto, Norbert Maggi, Damiano Fuschi, Alessandro Venturi, Luisa Brogonzoli, Rosaria Iardino, Mauro Giacomini. 709-710 [doi]
• CovidGraph: Integrating COVID-19 DataRon Henkel, Lea Gütebier, Dagmar Waltemath. 711-712 [doi]
• ILEG - A Case of Recording Patient JourneysJulia S. Volmerg, Jonas Bienzeisler, Andrea D. Klausen, Insa Seeger, Ulf Günther, Dominik De Sordi, Rainer Röhrig. 713-714 [doi]
• Identifying Determinants of Disparities in Lung Cancer Survival Rates from Electronic Health Record DataWanting Cui, Joseph Finkelstein. 715-716 [doi]
• Perception of the Communication Campaign for @choum a Symptom Reporting App: Insights from Semi Structured InterviewsFrédéric Ehrler, Elias Gaete, David De Ridder, Andrea Loizeau, Idris Guessous. 717-718 [doi]
• Symptom-Based COVID19 Screening Model Combined with Surveillance InformationDohyung Lee, Myeongchan Kim, Hyunwoo Choo, Soo-Yong Shin. 719-720 [doi]
• CyberPharmacovigilance of Covid-19: Social Media Data AnalyticsEustache Muteba Ayumba. 721-722 [doi]
• Personal Health Records an Approach to Answer: What Works for Whom in What Circumstances?Elisavet Andrikopoulou, Philip Scott. 725-729 [doi]
• Patient Values Associated with an Exergame Supporting COPD TreatmentKira Oberschmidt, Marijke Broekhuis, Christiane Grünloh. 730-734 [doi]
• Experiences Using Patient and Public Involvement in Digital Health Research for Multiple SclerosisTiia Yrttiaho, Minna Isomursu, Guido Giunti. 735-739 [doi]
• Mindful Workarounds in Bar Code Medication AdministrationValentina Lichtner, Dawn Dowding. 740-744 [doi]
• How Does Mental Workload Influence the Adoption of Clinical Information Systems: An Exploratory StudyLisanne Kremer, Ann-Kathrin Schwarz, Rainer Röhrig, Bernhard Breil. 745-749 [doi]
• Health Care Professionals' Perspectives on the Uses of Patient-Generated Health DataSharon Guardado, Minna Isomursu, Guido Giunti. 750-754 [doi]
• Towards a Computational Approach for the Assessment of Compliance of ALCOA+ Principles in Pharma IndustryMarta Durá, Angel Sánchez-García, Carlos Sáez, Fátima Leal, Adriana E. Chis, Horacio González-Vélez, Juan M. García-Gómez. 755-759 [doi]
• Are People Ready to Report Digital Health Ethical Issues in Order to Contribute to Their Resolution?Magali Robert, Nathalie Baudiniere, Brigitte Séroussi. 760-764 [doi]
• Using Robots in Medical Informatics EducationThomas Bürkle, Matthias Bender 0003, Robin Glauser. 765-769 [doi]
• ECHO: An Information System for the Monitoring and Evaluation of Dental Student Activity in a Pre-Doctoral ClinicBenoît Ballester, Frédéric Bukiet, Jean-Charles Dufour. 770-774 [doi]
• Using Simulations to Train Medical Students for Unanticipated Technology Failures in TelemedicineHelen Monkman, Ryan Palmer, Shannon Ijams, Liz Kollaja, Kristin A. Rodriguez, Andrew Liew, Anna Wickham, Frances Wen, Bernadette Miller, Blake J. Lesselroth. 775-779 [doi]
• Software Architecture for Automated Assessment of Prescription WritingAlireza Khatami, Anne Holbrook, Anthony J. Levinson, Karim Keshavjee. 780-784 [doi]
• "ai4health" - Development and Conception of a Learning Programme in Higher and Continuing Education on the Fundamentals, Applications and Perspectives of AI in HealthcareDaniel Kalthoff, Marieke Prien, Nina-Alexandra Götz. 785-789 [doi]
• SNIK Quiz: A Multiple Choice Game About Information Management in HospitalsKonrad Höffner, Arne Roszeitis, Max Niclas Wächtler, Franziska Jahn, Alfred Winter. 790-795 [doi]
• Discovering Rules from a National Exam Repository: A Use Case for Data Analysis from Iranian Medical Schools Entry ExamHanieh Zehtab Hashemi, Somayeh Abedian, Parvane Parvasideh, Zahra Bahrevar, Sina Madani. 796-800 [doi]
• Potential Uses of Assistive Robotic Systems in Acute Inpatient CareChristoph Ohneberg, Nicole Stöbich, Angelika Warmbein, Ivanka Rathgeber, Uli Fischer, Inge Eberl. 801-802 [doi]
• AI Diagnostic Technologies and the Gap in Colorectal Cancer Screening ParticipationSaleem Ameen, Ming Chao Wong, Kwang Chien Yee, Christian Nøhr, Paul Turner. 803-804 [doi]
• Artificial Intelligence Competencies in Postgraduate Medical Training in GermanyLouis Agha-Mir-Salim, Lina Mosch, Sophie Anne Ines Klopfenstein, Maximilian M. Wunderlich, Nicolas Frey, Akira-Sebastian Poncette, Felix Balzer. 805-806 [doi]
• Online Usability Tool - First Experiences from Testing a Ventilator InterfaceBeatrice Coldewey, Rainer Röhrig, Myriam Lipprandt. 807-808 [doi]
• Assessment of the Body Posture of Interventional RadiologistsSaskia Lohmann, Gürkan Öztürk, Denise Junger, Rüdiger Hoffmann, Oliver Burgert. 809-810 [doi]
• Diverse Recruitment Strategies Are Needed to Reduce Digital Divide: Results from a Workshop Addressing Digital Divide and Effects of Pandemic RestrictionsMeghan Bradway, Eirik Årsand. 811-812 [doi]
• Evaluating mHealth Design for People with Dementia: Preliminary ResultsThomas Engelsma, Laila R. Rippin, Monique W. M. Jaspers, Linda W. Peute. 813-814 [doi]
• Semi-Structured Interviews to Evaluate a BCMA Implementation Trouble AreasJuan Marcos Descalzo, Melanie Cassarino, María Florencia Grande Ratti, María I. Smith, Daniel R. Luna. 815-816 [doi]
• Observed High Adherence to Recombinant Human Growth Hormone Treatment Using a Multi-Component Approach to Improve Adherence in Individuals with Growth DisordersKate Morgan, Paula van Dommelen, Ana-Rita Batista, Ekaterina Koledova. 817-818 [doi]
• Testing Medical Student Diagnostic Reasoning Using Clinical Data VisualizationsLucille Cheng, Yalini Senathirajah. 819-820 [doi]
• Artificial Intelligence in Undergraduate Medical EducationLina Mosch, Louis Agha-Mir-Salim, Merve M. Sarica, Felix Balzer, Akira-Sebastian Poncette. 821-822 [doi]
• Jupyter Notebooks for Introducing Data Science to Novice UsersMathilde Fruchart, Benjamin Guinhouya, Sylvia Pelayo, Christian Vilhelm, Antoine Lamer. 823-824 [doi]
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• Designing an Optimal Expansion Method to Improve the Recall of a Genomic Variant Curation-Support ServiceAnaïs Mottaz, Emilie Pasche, Pierre-André Michel, Luc Mottin, Douglas Teodoro, Patrick Ruch. 839-843 [doi]
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• SPEAKapp: Language as Digital Biomarker for Mental HealthChiara Barattieri di San Pietro, Valentina Simonetti, Maria Bulgheroni. 937-938 [doi]
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• Project iFoot - Optimising the Treatment of Patients with Diabetic Foot Syndrome with an Intelligent DressingDominik Ludmann, Timo Tromp, Hubert Otten. 945-946 [doi]
• Electronic Health Records on the Top of Medical Device Incident ReportsKrista Kumpuvaara, Vesa Jormanainen, Tarja Vainiola, Tuija S. Ikonen. 947-948 [doi]
• How to Publish Wearables' Data: Practical Guidelines to Protect User PrivacyThomas Marchioro, Andrei Kazlouski, Evangelos P. Markatos. 949-950 [doi]
• Telemedicine for Diabetes in NorwayDillys Larbi, Henriette Lauvhaug Nybakke, Karianne F. Lind, Eirin Rødseth, Elia Gabarron. 951-952 [doi]
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• Ambulatory Peritoneal Dialysis Analysis FrameworkNicolas Inacio, Gaëlle Lissorgues, Adrien Ugon, Corinne Bagnis, Christian Lovis, Mina Bjelogrlic. 959-960 [doi]
• Validation of Multiple Path Translation for SNOMED CT LocalisationStefan Schulz 0001, Martin Boeker, Andrea Prunotto. 961-962 [doi]