Michael Marschollek

According to our database1, Michael Marschollek authored at least 107 papers between 2006 and 2023.

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Bibliography

2023
Recommendations of the International Medical Informatics Association (IMIA) on Education in Biomedical and Health Informatics: Second Revision.
Int. J. Medical Informatics, 2023

2022
Fallzahlen, Re-Identifikation und der technische Datenschutz.
Datenschutz und Datensicherheit, 2022

Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction.
Appl. Clin. Inform., 2022


Data Literacy in Medical Education - An Expedition into the World of Medical Data.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Implementation of a Mobile Application in Acute Stroke Care Documentation.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021
In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals.
IEEE Trans. Vis. Comput. Graph., 2021

Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children.
BMC Medical Informatics Decis. Mak., 2021

A method for interoperable knowledge-based data quality assessment.
BMC Medical Informatics Decis. Mak., 2021

Image Processing of Conventional Computer Tomography Images for Segmentation of the Human Cochlea.
Proceedings of the Public Health and Informatics, 2021

Tracing COVID-19 Infection Chains Within Healthcare Institutions - Another Brick in the Wall Against SARS-CoV-2.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

openEHR-to-FHIR: Converting openEHR Compositions to Fast Healthcare Interoperability Resources (FHIR) for the German Corona Consensus Dataset (GECCO).
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

Factors for Individualization of Therapeutic Exercises for the Design of Health-Enabling Technologies.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

2020
In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals.
CoRR, 2020

Trodden Lanes or New Paths: Ballisto- and Seismocardiography Till Now.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

A Structured Measurement of Highly Synchronous Real-Time Ballistocardiography Signal Data of Heart Failure Patients.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Visual Analysis for Hospital Infection Control using a RNN Model.
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

2019
INBED: A Highly Specialized System for Bed-Exit-Detection and Fall Prevention on a Geriatric Ward.
Sensors, 2019

The nephrology eHealth-system of the metropolitan region of Hannover for digitalization of care, establishment of decision support systems and analysis of health care quality.
BMC Medical Informatics Decis. Mak., 2019

Visual Analysis of Probabilistic Infection Contagion in Hospitals.
Proceedings of the 24th International Symposium on Vision, Modeling, and Visualization, 2019

Visual-Interactive Exploration of Pathogen Outbreaks in Hospitals.
Proceedings of the 21st Eurographics Conference on Visualization, 2019

Evaluating the Validity of a Knowledge-Based System for Proactive Knowledge Transfer for Caregiving Relatives.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Usage of Accelerometers in the Medical Field of Application and Their Clinical Integration.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Using openEHR Archetypes for Automated Extraction of Numerical Information from Clinical Narratives.
Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

Extending a Knowledge-Based System with Learning Capacity.
Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

On the Trustworthiness of Soft Computing in Medicine.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Clinical Information Model Based Data Quality Checks: Theory and Example.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Early Detection of Infection Chains & Outbreaks: Use Case Infection Control.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Results of a Literature Review to Prepare Data Modelling in the Context of Kidney Transplant Rejection Diagnosis.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Wearable Sensors for Nurses: Which Requirements Have to Be Considered?
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

2018
An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR.
Artif. Intell. Medicine, 2018

Leveraging Aging in Place Through Sensor-Enhanced In-Home Monitoring.
Proceedings of the Nursing Informatics 2018, 2018

Personalized Knowledge Transfer for Caregiving Relatives.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Learning Healthcare Systems in Pediatrics: Cross-Institutional and Data-Driven Decision-Support for Intensive Care Environments (CADDIE).
Proceedings of the Data, 2018

Automatic Detection of Depression by Using a Neural Network.
Proceedings of the Data, 2018

Clinical Knowledge Governance Framework for Nationwide Data Infrastructure Projects.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

Assessment of Decision Models for Hybrid Approaches.
Proceedings of the Decision Support Systems and Education, 2018

2017
Should Degree Programs in Biomedical and Health Informatics be Dedicated or Integrated? - Reflections and Recommendations after more than 40 Years of Medical Informatics Education at TU Braunschweig, including 10 Years of B.Sc. and 15 Years of M.Sc. Integrated Degree Curricula.
J. Medical Syst., 2017

HeartBeat the Odds: A Novel Digital Ballistocardiographic Sensor System.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

SMS Education for the Promotion of Diabetes Self-Management in Low & Middle Income Countries: A Randomized Controlled Trial in Egypt.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Substitution of Assisted Living Services by Assistive Technology - Experts Opinions and Technical Feasibility.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

The Implementation of Medical Informatics in the National Competence Based Catalogue of Learning Objectives for Undergraduate Medical Education (NKLM).
Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017

Signal Detection Accuracy of Digital Accelerometers for Ballistocardiographic Propose.
Proceedings of the Computing in Cardiology, 2017

2016
A Method to Find Generic Thresholds for Identifying Relevant Physical Activity Events in Sensor Data.
J. Medical Syst., 2016

Automated population of an i2b2 clinical data warehouse from an openEHR-based data repository.
J. Biomed. Informatics, 2016

Use and Acceptance of Mobile Technology by Hospital Nurses in Germany.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Smart Glasses in Nursing Training - Redundant Gadget or Precious Tool? A Pilot Study.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Social Media as Catalyzer for Connected Health: Hype or Hope? Perspectives from IMIA Working Groups.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Knowledge Transfer in Health Care Through Digitally Collecting Learning Experiences - Results of Witra Care.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Facilitating Inter-Domain Synergies in Ambient Assisted Living Environments.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Modelling of Operative Report Documents for Data Integration into an openEHR-Based Enterprise Data Warehouse.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

BCG-mapping of the thorax using different sensors: First experiences and signal quality.
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Automated Transformation of openEHR Data Instances to OWL.
Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

2015
Feasibility Study of a Sensor-Based Autonomous Load Control Exercise Training System for COPD Patients.
J. Medical Syst., 2015

Using ICT to Support Individual Guidance in Health Promotion Programs for Increased Physical Activity.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Physical activity event regularity and health outcome - 'Undiscovered country' in cohort accelerometer data.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Developing a mobile application for recording learning experiences in nursing practice.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

An HL7-FHIR-based Object Model for a Home-Centered Data Warehouse for Ambient Assisted Living Environments.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Benefits and Barriers of E-Learning for Staff Training in a Medical University.
Proceedings of the Enabling Health Informatics Applications [ICIMTH 2015, 2015

2014
Clinical Evaluation of a Mobile Sensor-Based Gait Analysis Method for Outcome Measurement after Knee Arthroplasty.
Sensors, 2014

Past and Next 10 Years of Medical Informatics.
J. Medical Syst., 2014

A Collaboration Tool Based on SNOCAP-HET.
J. Medical Syst., 2014

Assessing the Prognoses on Health Care in the Information Society 2013 - Thirteen Years After.
J. Medical Syst., 2014

Clustering physical activity phenotypes using the ATLAS index on accelerometric data from an epidemiologic cohort study.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2013
Performance comparison of accelerometer calibration algorithms based on 3D-ellipsoid fitting methods.
Comput. Methods Programs Biomed., 2013

Home Monitoring and Decision Support for International Liver Transplant Children.
Proceedings of the MEDINFO 2013, 2013

Sensor-Based Fall Risk Assessment - Dagger of the Mind?
Proceedings of the MEDINFO 2013, 2013

High Intensity, Multimodality and Incoherence: Grand Challenges in the Analysis of Data for Health-Enabling Technologies.
Proceedings of the MEDINFO 2013, 2013

Fall prediction with wearable sensors - an empirical study on expert opinions.
Proceedings of the Informatics, 2013

Some Thoughts on Personal Living Environments as New Diagnostic and Therapeutic Areas.
Proceedings of the Informatics, 2013

Design and Implementation of the Standards-Based Personal Intelligent Self-Management System (PICS).
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

2012
Mining geriatric assessment data for in-patient fall prediction models and high-risk subgroups.
BMC Medical Informatics Decis. Mak., 2012

Decision support at home (DS@HOME) - system architectures and requirements.
BMC Medical Informatics Decis. Mak., 2012

Health-enabling technologies for the elderly - An overview of services based on a literature review.
Comput. Methods Programs Biomed., 2012

A method to align the coordinate system of accelerometers to the axes of a human body: The depitch algorithm.
Comput. Methods Programs Biomed., 2012

Arden2ByteCode: A one-pass Arden Syntax compiler for service-oriented decision support systems based on the OSGi platform.
Comput. Methods Programs Biomed., 2012

Development and clinical validation of an unobtrusive ambulatory knee function monitoring system with inertial 9DoF sensors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A system for the model based emergency detection and communication for the telerehabilitation training of cardiopulmonary patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Medizinische Informatik an der TU Braunschweig und der Medizinischen Hochschule Hannover.
Proceedings of the 40 Jahre Informatik an der Technischen Universität Braunschweig, 1972, 2012

Integration of a Heart Rate Prediction Model into a Personal Health Record to Support the Telerehabilitation Training of Cardiopulmonary Patients.
Proceedings of the Biomedical Engineering Systems and Technologies, 2012

A Heart Rate Prediction Model for the Telerehabilitation Training of Cardiopulmonary Patients.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Visual synchronization analysis of simple color stimuli.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Unobtrusive ambulatory estimation of knee joint angles during walking using gyroscope and accelerometer data - a preliminary evaluation study.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

State of the Art in Gait Analysis Using Wearable Sensors for Healthcare Applications.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Sensors vs. experts - A performance comparison of sensor-based fall risk assessment vs. conventional assessment in a sample of geriatric patients.
BMC Medical Informatics Decis. Mak., 2011

Increasing Physical Activity through Health-Enabling Technologies: the Project "Being Strong Without Violence".
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Integration of medical models in personal health records using the example of rehabilitation training for cardiopulmonary patients.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
A sensor-enhanced health information system to support automatically controlled exercise training of COPD patients.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

A Home-centered ICT Architecture for Health-enabling Technologies.
Proceedings of the MEDINFO 2010, 2010

Daily activities and fall risk - A follow-up study to identify relevant activities for sensor-based fall risk assessment.
Proceedings of the MEDINFO 2010, 2010

eHealth Vision towards Cooperative Patient Care - Domain Fields and Architectural Challenges of Regional Health Care Networks.
Proceedings of the MEDINFO 2010, 2010

2009
Decision support for teletraining of COPD patients.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Home Care Decision Support Using an Arden Engine - Merging Smart Home and Vital Signs Data.
Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009

Representing Sensor Data Using the HL7 CDA Personal Healthcare Monitoring Report Draft.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Health-Enabling Technologies for Pervasive Health Care: A Pivotal Field for Future Medical Informatics Research Education?
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Assistierende Gesundheitstechnologien / AAL im GMDS.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Rekonstruktion der Topologie einer Wohnung mit Hilfe eines Installationsbus-Systems.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

2008
Automatic self-calibration of body worn triaxial-accelerometers for application in healthcare.
Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

cyberMarathon - increasing physical activity using health-enabling technologies.
Proceedings of the eHealth Beyond the Horizon, 2008

Development of a Low Cost Base Station for Multimodal Home Monitoring.
Proceedings of the Computers Helping People with Special Needs, 2008

2007
Sustainable Ubiquitous Home Health Care - Architectural Considerations and First Practical Experiences.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Sensors for Health-related Parameters and Data Fusion Approaches.
Proceedings of the European Conference on eHealth 2007, 2007

The impact of sensor-enhanced regional health information systems.
Proceedings of the Assisted Living Systems - Models, 2007

Predictions for Epidemiologic Indicators of Age-Related Diseases and Implications for the Development of Health-Enabling Technologies.
Proceedings of the Constructing Ambient Intelligence, 2007

Multimodal Home Monitoring of Elderly People--First Results from the LASS Study.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Providing longitudinal health care information with the new German Health Card - a pilot system to track patient pathways.
Comput. Methods Programs Biomed., 2006


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