Julian Varghese

Orcid: 0000-0002-7206-3719

According to our database1, Julian Varghese authored at least 40 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Federated electronic data capture (fEDC): Architecture and prototype.
J. Biomed. Informatics, February, 2023

U-Net-Based Segmentation of Current Imaging Biomarkers in OCT-Scans of Patients with Age Related Macular Degeneration.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Blood Vessel Segmentation Using U-Net for Glaucoma Diagnosis with Limited Data.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

The Necessity of Multiple Data Sources for ECG-Based Machine Learning Models.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Development of a Command Line Interface for the Analysis of Result Sets from Automated Queries to Literature Databases.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Classification of Parkinson's Disease from Voice - Analysis of Data Selection Bias.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

On the Effective Dissemination and Use of Learning Objectives Catalogs for Health Information Curricula Development.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Post Hoc Sample Size Estimation for Deep Learning Architectures for ECG-Classification.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Comparison of German Translations of the System Usability Scale - Which to Take?
Proceedings of the German Medical Data Sciences 2023 - Science. Close to People., 2023

2022
Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system.
CoRR, 2022

Reducing a complex two-sided smartwatch examination for Parkinson's Disease to an efficient one-sided examination preserving machine learning accuracy.
CoRR, 2022

Supporting AI-Explainability by Analyzing Feature Subsets in a Machine Learning Model.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Linking EMR Data to REDCap: Implementation in the SOLKID Register.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Utilizing a Non-Motor Symptoms Questionnaire and Machine Learning to Differentiate Movement Disorders.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection.
Proceedings of the German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! - Proceedings of the Joint Conference of the 67th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 14th Annual Meeting of the TMF, 2022

2021
Sensor Validation and Diagnostic Potential of Smartwatches in Movement Disorders.
Sensors, 2021

Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse.
BMC Medical Informatics Decis. Mak., 2021

Portal of Medical Data Models: Stakeholder Feedback and Requirements.
Proceedings of the Public Health and Informatics, 2021

2020
StudyPortal - Geovisualization of Study Research Networks.
J. Medical Syst., 2020

The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019
Compatible Data Models at Design Stage of Medical Information Systems: Leveraging Related Data Elements from the MDM Portal.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

StudyPortal - A Novel Method to Visualize Study Research Networks.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Portal of Medical Data Models: Status 2018.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

2018
Effects of computerized decision support system implementations on patient outcomes in inpatient care: a systematic review.
J. Am. Medical Informatics Assoc., 2018

appreci8: a pipeline for precise variant calling integrating 8 tools.
Bioinform., 2018

Reproducible Survival Prediction with SEER Cancer Data.
Proceedings of the Machine Learning for Healthcare Conference, 2018

Standardising the Development of ODM Converters: The ODMToolBox.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

A Web Service to Suggest Semantic Codes Based on the MDM-Portal.
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018

2017
A Framework for Versatile Knowledge and Belief Management Operations in a Probabilistic Conditional Logic.
FLAP, 2017

Medical Effect of Venous Thromboembolism Prophylaxis Systems and Common Input Categories: Preliminary Findings from a Systematic Review.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

The Portal of Medical Data Models: Where Have We Been and Where Are We Going?
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Portal of medical data models: information infrastructure for medical research and healthcare.
Database J. Biol. Databases Curation, 2016

Key Data Elements in Myeloid Leukemia.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

2015
Standardized Cardiovascular Quality Assurance Forms with Multilingual Support, UMLS Coding and Medical Concept Analyses.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Standardized Quality Assurance Forms for Organ Transplantations with Multilingual Support, Open Access and UMLS Coding.
Proceedings of the Health Informatics Meets eHealth, 2015

Annotating Medical Forms Using UMLS.
Proceedings of the Data Integration in the Life Sciences - 11th International Conference, 2015

2013
A Case Study on the Application of Probabilistic Conditional Modelling and Reasoning to Clinical Patient Data in Neurosurgery.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

Using probabilistic logic and the principle of maximum entropy for the analysis of clinical brain tumor data.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013


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