Julian Varghese

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 37

Top Topics

Age Related Macular Degeneration

Conditional Logic

Top Venues

Publications

Lucas Plagwitz, Lucas Bickmann, Michael Fujarski, Alexander Brenner, Warnes Gobalakrishnan, Lars Eckardt, Antonius Büscher, Julian Varghese
The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering. CoRR (2024)
Lucas Plagwitz, Sangcheon Choi, Xin Yu, Daniel Segelcke, Henriette Lambers, Esther Pogatzki-Zahn, Julian Varghese, Cornelius Faber, Bruno Pradier
Data-driven time series analysis of sensory cortical processing using high-resolution fMRI across different studies. Biomed. Signal Process. Control. 93 (2024)
Tobias J. Brix, Alice Janssen, Michael Storck, Julian Varghese
Comparison of German Translations of the System Usability Scale - Which to Take? GMDS (2023)
Kemal Yildirim, Sami Al-Nawaiseh, Sophia Ehlers, Lukas Schießer, Michael Storck, Tobias J. Brix, Nicole Eter, Julian Varghese
U-Net-Based Segmentation of Current Imaging Biomarkers in OCT-Scans of Patients with Age Related Macular Degeneration. MIE (2023)
Lukas Schiesser, Jens Julian Storp, Kemal Yildirim, Julian Varghese, Nicole Eter
Blood Vessel Segmentation Using U-Net for Glaucoma Diagnosis with Limited Data. MIE (2023)
Michael Fujarski, Christian Porschen, Lucas Plagwitz, Daniel Stroth, Catharina Marie van Alen, Mahan Sadjadi, Raphael Weiss, Alexander Zarbock, Thilo Caspar von Groote, Julian Varghese
DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation. MIE (2023)
Lucas Plagwitz, Tobias Vogelsang, Florian Doldi, Lucas Bickmann, Michael Fujarski, Lars Eckardt, Julian Varghese
The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models. MIE (2023)
Alexander Brenner, Catharina Marie van Alen, Lucas Plagwitz, Julian Varghese
Classification of Parkinson's Disease from Voice - Analysis of Data Selection Bias. MIE (2023)
Matthias Ganzinger, Max Blumenstock, Axel Fürstberger, Leonard Greulich, Hans A. Kestler, Michael Marschollek, Christian Niklas, Tim Schneider, Cord Spreckelsen, Erik Tute, Julian Varghese, Martin Dugas
Federated electronic data capture (fEDC): Architecture and prototype. J. Biomed. Informatics 138 (2023)
Lucas Bickmann, Lucas Plagwitz, Julian Varghese
Post Hoc Sample Size Estimation for Deep Learning Architectures for ECG-Classification. MIE (2023)
Oliver J. Bott, Ursula Berger, Nicole Egbert, Carolin Herrmann, Birgit Schneider, Björn Sellemann, Cord Spreckelsen, Brigitte Strahwald, Julian Varghese, Alfred Winter
On the Effective Dissemination and Use of Learning Objectives Catalogs for Health Information Curricula Development. MIE (2023)
Tobias J. Brix, Malte Berentzen, Ludger Becker, Michael Storck, Julian Varghese
Development of a Command Line Interface for the Analysis of Result Sets from Automated Queries to Literature Databases. MIE (2023)
Lucas Plagwitz, Alexander Brenner, Michael Fujarski, Julian Varghese
Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning Model. MIE (2022)
Felix Knispel, Alexander Brenner, Rainer Röhrig, Yvonne Weber, Julian Varghese, Ekaterina Kutafina
Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection. GMDS (2022)
Alexander Brenner, Michael Fujarski, Tobias Warnecke, Julian Varghese
Reducing a complex two-sided smartwatch examination for Parkinson's Disease to an efficient one-sided examination preserving machine learning accuracy. CoRR (2022)
Tobias Johannes Brix, Leonard Greulich, Alice Janssen, Sarah Riepenhausen, Philipp Neuhaus, Johannes Oehm, Jeannine Wegner, Barbara Suwelack, Michael Storck, Julian Varghese
Linking EMR Data to REDCap: Implementation in the SOLKID Register. MIE (2022)
Alexander Brenner, Lucas Plagwitz, Michael Fujarski, Tobias Warnecke, Julian Varghese
Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders. MIE (2022)
Michael 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
Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database. MIE (2022)
Catharina Marie van Alen, Alexander Brenner, Tobias Warnecke, Julian Varghese
Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system. CoRR (2022)
Julian Varghese, Catharina Marie van Alen, Michael Fujarski, Georg Stefan Schlake, Julitta Sucker, Tobias Warnecke, Christine Thomas
Sensor Validation and Diagnostic Potential of Smartwatches in Movement Disorders. Sensors 21 (9) (2021)
Alexandra Meidt, Sarah Riepenhausen, Philipp Neuhaus, Stefan Hegselmann, Ahmed Rafee, Julian Varghese, Martin Dugas
Portal of Medical Data Models: Stakeholder Feedback and Requirements. MIE (2021)
Stefan Hegselmann, Michael Storck, Sophia Gessner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Cornelia Mertens, Sarah Riepenhausen, Sonja Baier, Benedikt Stöcker, Jörg Henke, Carsten Oliver Schmidt, Martin Dugas
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Julian Varghese, Michael Fujarski, Martin Dugas
StudyPortal - Geovisualization of Study Research Networks. J. Medical Syst. 44 (1) (2020)
Julian Varghese, Michael Fujarski, Tim Hahn, Martin Dugas, Tobias Warnecke
The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study. MIE (2020)
Julian Varghese, Michael Fujarski, Martin Dugas
StudyPortal - A Novel Method to Visualize Study Research Networks. EFMI-STC (2019)
Martin Dugas, Stefan Hegselmann, Sarah Riepenhausen, Philipp Neuhaus, Leonard Greulich, Alexandra Meidt, Julian Varghese
Compatible Data Models at Design Stage of Medical Information Systems: Leveraging Related Data Elements from the MDM Portal. MedInfo (2019)
Sarah Riepenhausen, Julian Varghese, Philipp Neuhaus, Michael Storck, Alexandra Meidt, Stefan Hegselmann, Martin Dugas
Portal of Medical Data Models: Status 2018. EFMI-STC (2019)
Stefan Hegselmann, Leonard Greulich, Julian Varghese, Martin Dugas
Reproducible Survival Prediction with SEER Cancer Data. MLHC (2018)
Julian Varghese, Maren Kleine, Sophia Isabella Gessner, Sarah Sandmann, Martin Dugas
Effects of computerized decision support system implementations on patient outcomes in inpatient care: a systematic review. J. Am. Medical Informatics Assoc. 25 (5) (2018)
Stefan Hegselmann, Michael Storck, Sophia Geßner, Philipp Neuhaus, Julian Varghese, Martin Dugas
A Web Service to Suggest Semantic Codes Based on the MDM-Portal. GMDS (2018)
Sarah Sandmann, Mohsen Karimi, Aniek O. de Graaf, Christian Rohde, Stefanie Göllner, Julian Varghese, Jan Ernsting, Gunilla Walldin, Bert A. van der Reijden, Carsten Müller-Tidow, Luca Malcovati, Eva Hellström-Lindberg, Joop H. Jansen, Martin Dugas
appreci8: a pipeline for precise variant calling integrating 8 tools. Bioinform. 34 (24) (2018)
Iñaki Soto Rey, Philipp Neuhaus, Philipp Bruland, Sophia Geßner, Julian Varghese, Stefan Hegselmann, Tobias Brix, Martin Dugas, Michael Storck
Standardising the Development of ODM Converters: The ODMToolBox. MIE (2018)
Christoph Beierle, Marc Finthammer, Nico Potyka, Julian Varghese, Gabriele Kern-Isberner
A Framework for Versatile Knowledge and Belief Management Operations in a Probabilistic Conditional Logic. FLAP 4 (7) (2017)
Sophia Geßner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Iñaki Soto Rey, Michael Storck, Justin Doods, Martin Dugas
The Portal of Medical Data Models: Where Have We Been and Where Are We Going? MedInfo (2017)
Julian Varghese, Maren Kleine, Sophia Isabella Gessner, Sarah Sandmann, Martin Dugas
Medical Effect of Venous Thromboembolism Prophylaxis Systems and Common Input Categories: Preliminary Findings from a Systematic Review. MedInfo (2017)
Martin Dugas, Philipp Neuhaus, Alexandra Meidt, Justin Doods, Michael Storck, Philipp Bruland, Julian Varghese
Portal of medical data models: information infrastructure for medical research and healthcare. Database J. Biol. Databases Curation 2016 (2016)
Julian Varghese, Christian Holz, Phillip Neuhaus, Massimo Bernardi, Alexandra Boehm, Arnold Ganser, Steven Gore, Mark Heaney, Andreas Hochhaus, Wolf-Karsten Hofmann, Utz Krug, Carsten Müller-Tidow, Alexandra Smith, Ansgar Weltermann, Theo de Witte, Rüdiger Hehlmann, Martin Dugas
Key Data Elements in Myeloid Leukemia. MIE (2016)
Julian Varghese, Sarah Schulze Sünninghausen, Martin Dugas
Standardized Cardiovascular Quality Assurance Forms with Multilingual Support, UMLS Coding and Medical Concept Analyses. MedInfo (2015)
Victor Christen, Anika Groß, Julian Varghese, Martin Dugas, Erhard Rahm
Annotating Medical Forms Using UMLS. DILS (2015)
Julian Varghese, Sarah Schulze Sünninghausen, Martin Dugas
Standardized Quality Assurance Forms for Organ Transplantations with Multilingual Support, Open Access and UMLS Coding. eHealth (2015)
Julian Varghese, Christoph Beierle, Nico Potyka, Gabriele Kern-Isberner
Using probabilistic logic and the principle of maximum entropy for the analysis of clinical brain tumor data. CBMS (2013)
Christoph Beierle, Marc Finthammer, Nico Potyka, Julian Varghese, Gabriele Kern-Isberner
A Case Study on the Application of Probabilistic Conditional Modelling and Reasoning to Clinical Patient Data in Neurosurgery. ECSQARU (2013)