Automatic calculation of a modified APACHE II score using a patient data management system (PDMS). - Axel Junger; Sebastian Böttger; Jörg Engel; Matthias Benson; Achim Michel; Rainer Röhrig; Andreas Jost; Gunter Hempelmann (Int. J. Medical Informatics, 2002)

Inzidenz und Prädiktion computergestützt-detektierter intraoperativer kardiovaskulärer Ereignisse bei nicht-kardiochirurgischen Eingriffen. - Rainer Röhrig (2003)

An Integrated Data-Warehouse-Concept for Clinical and Biological Information. - Dominik Brammen; Christian Katzer; Rainer Röhrig; Katja Weismüller; Michael Maier; Hamid Hossain; Thilo Menges; Gunter Hempelmann; Trinad Chakraborty (MIE, 2005)

Realizing a Realtime Shared Patient Chart using a Universal Message Forwarding Architecture. - Achim Michel-Backofen; Robert Demming; Rainer Röhrig; Matthias Benson; Kurt Marquardt; Gunter Hempelmann (MIE, 2005)

Online Guideline Assist in Intensive Care Medicine - Is the login-authentication a sufficient trigger for reminders? - Rainer Röhrig; Markus Meister; Achim Michel-Backofen; Martin Sedlmayr; Dirk Uphus; Christian Katzer; Thomas Rose 001 (MIE, 2006)

Integration of a handheld based anaesthesia rounding system into an anaesthesia information management system. - Carsten Fuchs; Lorenzo A. Quinzio; Matthias Benson; Achim Michel; Rainer Röhrig; Birgit Quinzio; Gunter Hempelmann (Int. J. Medical Informatics, 2006)

Automating Standard Operating Procedures in Intensive Care. - Martin Sedlmayr; Thomas Rose 001; Torben Greiser; Rainer Röhrig; Markus Meister; Achim Michel-Backofen (CAiSE, 2007)

Formalisierung und Automatisierung von SOPs in der Intensivmedizin. - Martin Sedlmayr; Thomas Rose 001; Rainer Röhrig; Markus Meister; Achim Michel-Backofen (Wirtschaftsinformatik (1), 2007)

Examination of computer assisted prescribing of an initial calculated antibiotic treatment. - Rainer Röhrig; E. J. Niczko; H. Beuteführ; Sebastian Böttger; J. Klasen; R. Füssle; B. Hartmann (MIE, 2008)

Identifying Patients for Clinical Trials Using Fuzzy Ternary Logic Expressions on HL7 Messages. - Raphael W. Majeed; Rainer Röhrig (MIE, 2011)

Quality of human-computer interaction - results of a national usability survey of hospital-IT in Germany. - Bettina B. Bundschuh; Raphael W. Majeed; Thomas Bürkle; Klaus Kuhn 001; Ulrich Sax; Christof Seggewies; Cornelia Vosseler; Rainer Röhrig (BMC Medical Informatics Decis. Mak., 2011)

Automated Realtime data Import for the i2b2 Clinical data Warehouse: Introducing the HL7 ETL cell. - Raphael W. Majeed; Rainer Röhrig (MIE, 2012)

Safety First! Managing Risks for a Daisy Chain of Medical Devices Connected to the IT-Network - First Experiences Applying IEC 80001-1. - Janko Ahlbrandt; Rainer Röhrig (MedInfo, 2013)

Architecture of a Prehospital Emergency Patient Care Report System (PEPRS). - Raphael W. Majeed; Mark R. Stöhr; Rainer Röhrig (MedInfo, 2013)

Evaluation of data completeness in the electronic health record for the purpose of patient recruitment into clinical trials: a retrospective analysis of element presence. - Felix Köpcke; Benjamin Trinczek; Raphael W. Majeed; Björn Schreiweis; Joachim Wenk; Thomas Leusch; Thomas Ganslandt; Christian Ohmann; Björn Bergh; Rainer Röhrig; Martin Dugas; Hans-Ulrich Prokosch (BMC Medical Informatics Decis. Mak., 2013)

Balancing the need for big data and patient data privacy - an IT infrastructure for a decentralized emergency care research database. - Janko Ahlbrandt; Dominik Brammen; Raphael W. Majeed; Rolf Lefering; Sebastian C. Semler; Sylvia Thun; Felix Walcher; Rainer Röhrig (MIE, 2014)

Consulting Forensic Pathologists: A Secure Public Web Application. - Raphael W. Majeed; Hille Mathes; Tolga Nazyok; Mark R. Stöhr; Kai Edler; Reinhard B. Dettmeyer; Rainer Röhrig (MIE, 2014)

ChronoQuery: Visual Modelling of Temporal Queries for Real-Time Decision Support. - Raphael W. Majeed; Mark R. Stöhr; Thorsten Brenner; Rainer Röhrig (MIE, 2014)

Comparison of Electronic Health Record System Functionalities to support the patient recruitment process in clinical trials. - Björn Schreiweis; Benjamin Trinczek; Felix Köpcke; Thomas Leusch; Raphael W. Majeed; Joachim Wenk; Björn Bergh; Christian Ohmann; Rainer Röhrig; Martin Dugas; Hans-Ulrich Prokosch (Int. J. Medical Informatics, 2014)

Assessing the Prognoses on Health Care in the Information Society 2013 - Thirteen Years After. - Petra Knaup; Elske Ammenwerth; Carl Dujat; Andrew Grant; Arie Hasman; Andreas Hein 001; Achim Hochlehnert; Casimir A. Kulikowski; John Mantas; Victor Maojo; Michael Marschollek; Lincoln Moura; et al. (J. Medical Syst., 2014)

Past and Next 10 Years of Medical Informatics. - Frank Ückert; Elske Ammenwerth; Carl Dujat; Andrew Grant; Reinhold Haux; Andreas Hein 001; Achim Hochlehnert; Petra Knaup-Gregori; Casimir A. Kulikowski; John Mantas; Victor Maojo; Michael Marschollek; et al. (J. Medical Syst., 2014)

Version Changes in Medical Software: Proposing Minimal Requirements for Release Notes and a Version Number Convention - An Operators' Point of View. - Janko Ahlbrandt; Constantin Bott; Peter Moll; Tolga Naziyok; Raphael W. Majeed; Rainer Röhrig (MIE, 2015)

Bringing heterogenous Research Data together: Data Protection for the German Centre for Lung Research (DZL). - Raphael W. Majeed; Stefan Kuhn; Clemens Ruppert; Andreas Günther; Rainer Röhrig (MIE, 2015)

Feasibility of Eyetracking in Critical Care Environments - A Systematic Review. - Andreas Klausen; Rainer Röhrig; Myriam Lipprandt (MIE, 2016)

Contactless Patient Monitoring for General Wards: A Systematic Technology Review. - Tolga P. Naziyok; Atinkut A. Zeleke; Rainer Röhrig (MIE, 2016)

Mapping Equivalence of German Emergency Department Medical Record Concepts with SNOMED CT After Implementation with HL7 CDA. - Dominik Brammen; Heike Dewenter; Kai U. Heitmann; Volker Thiemann; Raphael W. Majeed; Felix Walcher; Rainer Röhrig; Sylvia Thun (GMDS, 2017)

Disseminating a Standard for Medical Records in Emergency Departments Among Different Software Vendors Using HL7 CDA. - Dominik Brammen; Heike Dewenter; Volker Thiemann; Raphael W. Majeed; Tingyan Xu; Kai U. Heitmann; Felix Walcher; Sylvia Thun; Rainer Röhrig (GMDS, 2017)

Factors Influencing the Implementation and Distribution of Clinical Decision Support Systems (CDSS). - Benjamin R. Kux; Raphael W. Majeed; Janko Ahlbrandt; Rainer Röhrig (GMDS, 2017)

Data Collection of Medication - Impact of Autocompletion in eCRFs on Efficiency and Data Quality. - Tolga P. Naziyok; Corinna Feeken; Atinkut A. Zeleke; Michael Dörks; Rainer Röhrig (GMDS, 2017)

IT Infrastructure for Biomedical Research in North-West Germany. - Insa Seeger; Atinkut A. Zeleke; Michael Freitag; Rainer Röhrig (GMDS, 2017)

Alarm Fatigue: Causes and Effects. - Marc Wilken; Dirk Hüske-Kraus; Andreas Klausen; Christian Koch 007; Wolfgang Schlauch; Rainer Röhrig (GMDS, 2017)

Asynchronous Query Distribution Between Multiple i2b2 Research Data Warehouses: Li2b2-SHRINE. - Raphael W. Majeed; Mark R. Stöhr; Volker Thiemann; Rainer Röhrig; Andreas Günther (MedInfo, 2017)

Li2b2-Façade: Simulation of i2b2 Data Warehouse Server and Client for Interaction with Other Systems. - Raphael W. Majeed; Tingyan Xu; Mark R. Stöhr; Rainer Röhrig (MedInfo, 2017)

Automated Report Generation for Research Data Repositories: From i2b2 to PDF. - Volker S. Thiemann; Tingyan Xu; Rainer Röhrig; Raphael W. Majeed (MedInfo, 2017)

Secure Electronical Communications and Data Transfers in a Clinical Environment. - Tingyan Xu; Volker S. Thiemann; Rainer Röhrig; Dominik Brammen; Raphael W. Majeed (MedInfo, 2017)

Determining Cardiopulmonary Resuscitation Parameters with Differential Evolution Optimization of Sinusoidal Curves. - Christian Lins; Andreas Klausen; Sebastian J. F. Fudickar; Sandra Hellmers; Myriam Lipprandt; Rainer Röhrig; Andreas Hein 001 (HEALTHINF, 2018)

An Online Differential Cost Estimator Tool to Support Cost Planning of Demographic and Health Surveys Using Mobile Electronic Device or Paper and Pen Methods: A Function of Sample Size. - Atinkut A. Zeleke; Tolga Naziyok; Marc Wilken; Rainer Röhrig (GMDS, 2018)

Enhancing Safety of Artificially Ventilated Patients Using Ambient Process Analysis. - Christian Lins; Alexander Gerka; Christian Lüpkes; Rainer Röhrig; Andreas Hein 001 (MIE, 2018)

Implementation of Emergency Department Performance Benchmarking Using R and LaTeX. - Ronny Otto; Wiebke Schirrmeister; Raphael W. Majeed; Felix Greiner; Benjamin Lucas; Rainer Röhrig; Felix Walcher; Dominik Brammen (GMDS, 2019)

Alarm Fatigue: Using Alarm Data from a Patient Data Monitoring System on an Intensive Care Unit to Improve the Alarm Management. - Marc Wilken; Dirk Hüske-Kraus; Rainer Röhrig (GMDS, 2019)

A Generic IT Infrastructure for Identity Management and Pseudonymization in Small Research Projects with Heterogeneous and Distributed Data Sources Under Consideration of the GDPR. - Hauke Fischer; Rainer Röhrig; Volker Sebastian Thiemann (MedInfo, 2019)

Feasibility of Three Head Mounted Eye-Tracker in Anesthesia: A Feasibility Study. - Andreas Klausen; Rainer Röhrig; Myriam Lipprandt (MedInfo, 2019)

Digital health - Software as a medical device in focus of the medical device regulation (MDR). - Kurt Becker; Myriam Lipprandt; Rainer Röhrig; Thomas Neumuth (it Inf. Technol., 2019)

Human-Induced Errors in Networked Healthcare Research: Risk Management Under the GDPR. - Jonas Bienzeisler; Hauke Fischer; Volker S. Thiemann; Rainer Röhrig (MIE, 2020)

Usability Issues with Mechanical Ventilation Devices. - Beatrice Coldewey; Annette Diruf; Rainer Röhrig; Myriam Lipprandt (MIE, 2020)

German Medical Data Sciences in Studies in Health Technology and Informatics - Reflections on the Fifth Volume. - Rainer Röhrig; Ursula Hübner; Martin Sedlmayr (GMDS, 2021)

openMNGlab: Data Analysis Framework for Microneurography - A Technical Report. - Fabian Schlebusch; Frederic Kehrein; Rainer Röhrig; Barbara Namer; Ekaterina Kutafina (GMDS, 2021)

Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection. - Felix Knispel; Alexander Brenner; Rainer Röhrig; Yvonne Weber; Julian Varghese; Ekaterina Kutafina (GMDS, 2022)

A Federated and Distributed Data Management Infrastructure to Enable Public Health Surveillance from Intensive Care Unit Data. - Jonas Bienzeisler; Lucas Triefenbach; Alexander Kombeiz; Matthäus Lottes; Christopher Vogel; Linus Grabenhenrich; Martina Fischer; Theresa Kocher; Lukas Niekrenz; Michael Dreher; Christoph Müller; Rainer Röhrig; et al. (MIE, 2022)

Online Usability Tool - First Experiences from Testing a Ventilator Interface. - Beatrice Coldewey; Rainer Röhrig; Myriam Lipprandt (MIE, 2022)

How Does Mental Workload Influence the Adoption of Clinical Information Systems: An Exploratory Study. - Lisanne Kremer; Ann-Kathrin Schwarz; Rainer Röhrig; Bernhard Breil (MIE, 2022)

Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support. - Zully Ritter; Stefan Vogel 001; Frank Schultze; Kerstin Pischek-Koch; Wiebke Schirrmeister; Felix Walcher; Rainer Röhrig; Tibor Kesztyüs; Dagmar Krefting; Sabine Blaschke (MIE, 2022)

Establishing a Data Quality Baseline in the AKTIN Emergency Department Data Registry - A Secondary Use Perspective. - Lucas Triefenbach; Ronny Otto; Jonas Bienzeisler; Alexander Kombeiz; Saskia Ehrentreich; Rainer Röhrig; Raphael W. Majeed (MIE, 2022)

ILEG - A Case of Recording Patient Journeys. - Julia S. Volmerg; Jonas Bienzeisler; Andrea D. Klausen; Insa Seeger; Ulf Günther; Dominik De Sordi; Rainer Röhrig (MIE, 2022)

Decoding Neuropathic Pain: Can We Predict Fluctuations of Propagation Speed in Stimulated Peripheral Nerve? - Ekaterina Kutafina; Alina Troglio; Roberto de Col; Rainer Röhrig; Peter Rossmanith; Barbara Namer (Frontiers Comput. Neurosci., 2022)

Past and Trends in Cough Sound Acquisition, Automatic Detection and Automatic Classification: A Comparative Review. - Antoine Serrurier; Christiane Neuschaefer-Rube; Rainer Röhrig (Sensors, 2022)

ECG Matching: An Approach to Synchronize ECG Datasets for Data Quality Comparisons. - Mohamed Alhaskir; Matteo Tschesche; Florian Linke; Elisabeth Schriewer; Yvonne Weber; Stefan Wolking; Rainer Röhrig; Henner Koch; Ekaterina Kutafina (GMDS, 2023)

odML-Tables as a Metadata Standard in Microneurography. - Alina Troglio; Aidan Nickerson; Fabian Schlebusch; Rainer Röhrig; James Dunham; Barbara Namer; Ekaterina Kutafina (GMDS, 2023)

Spectral Fusion of Heartbeat and Accelerometer Data for Estimation of Breathing Rate in Wearable Patches. - Mohamed Alhaskir; Jennifer Bauer; Florian Linke; Elisabeth Schriewer; Yvonne Weber; Stefan Wolking; Rainer Röhrig; Markus Rothermel; Henner Koch; Ekaterina Kutafina (MIE, 2023)

Usability Engineering of Dynamic Biosignal Displays Using Ventilation Data. - Beatrice Coldewey; Anne Marie Klöckener; Christof Göbel; Rainer Röhrig; Myriam Lipprandt (MIE, 2023)

Modeling Clinical Guidelines for an Epilepsy-CDSS: The EDiTh Project. - Ariadna Pérez Garriga; Stefan Wolking; Jonas Fortmann; Raphael W. Majeed; Christian Stockem; Lukas Niekrenz; Christian Bosselmann; Yvonne Weber; Rainer Röhrig; Myriam Lipprandt (MIE, 2023)

Local Approval Processes in a Federated and Distributed Research Infrastructure - Lessons Learned from the AKTIN-Project. - Alexander Kombeiz; Jonas Bienzeisler; Saskia Ehrentreich; Rainer Röhrig; Raphael W. Majeed (MIE, 2023)

Methodology for the Description of Socio-Technical Systems: A Case Study Approach. - Myriam Lipprandt; Andrea D. Klausen; Rainer Röhrig (MIE, 2023)

odML-Tables as a Metadata Standard in Microneurography. - Alina Troglio; Fabian Schlebusch; Rainer Röhrig; James Dunham; Barbara Namer; Ekaterina Kutafina (MIE, 2023)

Usability-Tests of Mechanical Ventilators: A Systematic Review. - Julia S. Volmerg; Beatrice Coldewey; Rainer Röhrig; Myriam Lipprandt (MIE, 2023)

Corrigendum: Decoding neuropathic pain: Can we predict fluctuations of propagation speed in stimulated peripheral nerve? - Ekaterina Kutafina; Alina Troglio; Roberto de Col; Rainer Röhrig; Peter Rossmanith; Barbara Namer (Frontiers Comput. Neurosci., 2023)

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS. - Peter Konradi; Alina Troglio; Ariadna Pérez Garriga; Aarón Pérez Martín; Rainer Röhrig; Barbara Namer; Ekaterina Kutafina (Frontiers Neuroinformatics, 2023)

AIxSuture - Open Suturing Dataset. - Philipp Peters; Martin Lemos; Andrea Bönsch; Mark Ooms; Max Ulbrich; Ashkan Rashad; Felix Krause 003; Myriam Lipprandt; Torsten Wolfgang Kuhlen; Rainer Röhrig; Frank Hölzle; Behrus Puladi (Zenodo, 2023)

Designing a User-Friendly Data Request Management System for a Growing Health Data Network - A Case Study in the AKTIN Registry. - Alexander Kombeiz; Jonas Bienzeisler; Raphael W. Majeed; Rainer Röhrig (EFMI-STC, 2024)

Visualising Data Models of Patient Registries and Clinical Studies - A Method for Quality Check of EDC Systems. - Beatrice Coldewey; Philipp Honrath; Stefan Wolking; Anna Niemeyer; Rainer Röhrig; Yvonne Weber; Myriam Lipprandt (GMDS, 2024)

A Pipeline for the Usage of the Core Data Set of the Medical Informatics Initiative for Process Mining - A Technical Case Report. - Hauke Heidemeyer; Leo Auhagen; Raphael W. Majeed; Marco Pegoraro 001; Jonas Bienzeisler; Viki Peeva; Harry H. Beyel; Rainer Röhrig; Wil M. P. van der Aalst; Behrus Puladi (GMDS, 2024)

Beating the Clock: A Prediction Model for Timely Care in Emergency Departments. - Jonas Bienzeisler; Wiliam Hoy; Alexander Kombeiz; Mohamed Alhaskir; Rainer Röhrig; Raphael W. Majeed; Jenny Unterkofler; Behrus Puladi (MIE, 2024)

Multi-Source Data ETL (Extract, Transform, Load) for a Genetic Epilepsy Diagnosis and Treatment Dashboard. - Ariadna Pérez Garriga; Philipp Honrath; Stefan Wolking; Beatrice Coldewey; Susann A. Bozkir; Patrick May; Yvonne Weber; Rainer Röhrig; Myriam Lipprandt (MIE, 2024)

Development of a Maturity Model for Medical Patient Registries - A Community Approach. - Anna Niemeyer; Anne C. Regierer; Tobias Hartz; Christof Veit; Neeltje van den Berg; Irina Beckedorf; Irene Schlünder; Emily Neubauer; Wolfgang Hoffmann 001; Sebastian C. Semler; Rainer Röhrig (MIE, 2024)

Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography. - Alexander Brenner; Felix Knispel; Florian P. Fischer; Peter Rossmanith; Yvonne Weber; Henner Koch; Rainer Röhrig; Julian Varghese; Ekaterina Kutafina (Comput. Methods Programs Biomed., 2024)

Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis. - Anna Maxion; Arnim Johannes Gaebler; Rainer Röhrig; Klaus Mathiak; Jana Zweerings; Ekaterina Kutafina (Comput. Methods Programs Biomed., 2024)

Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. - Johannes Raufeisen; Kunpeng Xie; Fabian Hörst; Till Braunschweig; Jianning Li 002; Jens Kleesiek; Rainer Röhrig; Jan Egger; Bastian Leibe; Frank Hölzle; Alexander Hermans; Behrus Puladi (Comput. Methods Programs Biomed., 2024)

Navigating the Peril of Generated Alternative Facts: A ChatGPT-4 Fabricated Omega Variant Case as a Cautionary Tale in Medical Misinformation. - Malik Sallam; Jan Egger; Rainer Röhrig; Behrus Puladi (CoRR, 2024)

Accuracy and efficiency of drilling trajectories with augmented reality versus conventional navigation randomized crossover trial. - Yao Li; Sergey Drobinsky; Paulina Becker; Kunpeng Xie; Myriam Lipprandt; Christian Andreas Mueller; Jan Egger; Frank Hölzle; Rainer Röhrig; Klaus Radermacher 001; Matías de la Fuente; Behrus Puladi (npj Digit. Medicine, 2024)

CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. - Johannes Raufeisen; Kunpeng Xie; Fabian Hörst; Till Braunschweig; Jianning Li 002; Jens Kleesiek; Rainer Röhrig; Jan Egger; Bastian Leibe; Frank Hölzle; Alexander Hermans; Behrus Puladi (Zenodo, 2024)

AIxSuture: vision-based assessment of open suturing skills. - Hanna Hoffmann; Isabel Funke; Philipp Peters; Danush Kumar Venkatesh; Jan Egger; Dominik Rivoir; Rainer Röhrig; Frank Hölzle; Sebastian Bodenstedt; Marie-Christin Willemer; Stefanie Speidel; Behrus Puladi (Int. J. Comput. Assist. Radiol. Surg., 2024)

Usability of Automated External Defibrillators: A Randomized, Comparative Simulator Study. - Beatrice Coldewey; Andreas Klausen; Fabian Otto-Sobotka; Rainer Röhrig; Myriam Lipprandt (Int. J. Hum. Comput. Interact., 2024)

Implementation report on pioneering federated data access for the German National Emergency Department Data Registry. - Jonas Bienzeisler; Alexander Kombeiz; Saskia Ehrentreich; Ronny Otto; Wiebke Schirrmeister; Marco Pegoraro 001; Dominik Brammen; Behrus Puladi; Rainer Röhrig; Raphael W. Majeed (npj Digit. Medicine, 2025)

Leveraging electronic medical records to evaluate a computerized decision support system for staphylococcus bacteremia. - Julia Palm; Ssuhir Alaid; Danny Ammon; Julian Brandes; Andreas Dürschmid; Claudia Fischer; Jonas Fortmann; Kristin Friebel; Sarah Geihs; Anne-Kathrin Hartig; Donghui He; Andrew J. Heidel; et al. (npj Digit. Medicine, 2025)

Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation. - André Ferreira; Kunpeng Xie; Caroline Wilpert; Gustavo Correia; Felix Barajas Ordonez; Tiago Gil Oliveira; Maike Bode; Robert Siepmann; Frank Hölzle; Rainer Röhrig; Jens Kleesiek; Daniel Truhn; et al. (CoRR, 2025)