Publications by authors named "Inaki Soto-Rey"

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External validation of a multiple sclerosis treatment decision score using data from the ProVal-MS cohort study.
Stefan Buchka, Alexander Hapfelmeier, Jan S Kirschke, Verena Steuerwald, Markus Naumann, Iñaki Soto-Rey

Ther Adv Neurol Disord· November 2025

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Large language model processing capabilities of ChatGPT 4.0 to generate molecular tumor board recommendations-a critical evaluation on real world data.
Maximilian Schmutz, Sebastian Sommer, Julia Sander, David Graumann, Johannes Raffler, Iñaki Soto-Rey

Oncologist· October 2025

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Comparative Federated Analytics of Blood Transfused Patients in Five ICU Databases: Using Kullback-Leibler Divergence.
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Iñaki Soto-Rey, Mathias Kaspar

Stud Health Technol Inform· October 2025

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User-Centered Design of ALERT-ITS: An ICU Bed Forecasting Monitoring System.
Yevgeniia Ignatenko, Samantha Cramer, Philip Meyer, Marie Schaumann, Lucas Pröll, Iñaki Soto-Rey

Stud Health Technol Inform· May 2025

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Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study.
Jasmin Ziegler, Marcel Pascal Erpenbeck, Timo Fuchs, Anna Saibold, Paul-Christian Volkmer, Iñaki Soto-Rey

J Med Internet Res· April 2025

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Do explainable AI (XAI) methods improve the acceptance of AI in clinical practice? An evaluation of XAI methods on Gleason grading.
Robin Manz, Jonas Bäcker, Samantha Cramer, Philip Meyer, Dominik Müller, Iñaki Soto-Rey

J Pathol Clin Res· March 2025

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RFMiD: Retinal Image Analysis for multi-Disease Detection challenge.
Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Iñaki Soto-Rey

Med Image Anal· January 2025

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Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer.
Dominik Müller, Philip Meyer, Lukas Rentschler, Robin Manz, Daniel Hieber, Iñaki Soto-Rey

Stud Health Technol Inform· August 2024

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Prospective study validating a multidimensional treatment decision score predicting the 24-month outcome in untreated patients with clinically isolated syndrome and early relapsing-remitting multiple sclerosis, the ProVal-MS study.
Antonios Bayas, Ulrich Mansmann, Begum Irmak Ön, Verena S Hoffmann, Achim Berthele, Iñaki Soto-Rey

Neurol Res Pract· March 2024

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MISM: A Medical Image Segmentation Metric for Evaluation of Weak Labeled Data.
Dennis Hartmann, Verena Schmid, Philip Meyer, Florian Auer, Iñaki Soto-Rey

Diagnostics (Basel)· August 2023

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DrNote: An open medical annotation service.
Johann Frei, Iñaki Soto-Rey, Frank Kramer

PLOS Digit Health· August 2022

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Towards a guideline for evaluation metrics in medical image segmentation.
Dominik Müller, Iñaki Soto-Rey, Frank Kramer

BMC Res Notes· June 2022

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MISeval: A Metric Library for Medical Image Segmentation Evaluation.
Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto-Rey

Stud Health Technol Inform· May 2022

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Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models.
Dominik Müller, Iñaki Soto-Rey, Frank Kramer

Stud Health Technol Inform· September 2021

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Robust chest CT image segmentation of COVID-19 lung infection based on limited data.
Dominik Müller, Iñaki Soto-Rey, Frank Kramer

Inform Med Unlocked· July 2021

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COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning.
Philip Meyer, Dominik Müller, Iñaki Soto-Rey, Frank Kramer

Stud Health Technol Inform· May 2021

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Reviving 30 Year Old Technology: Lessons Learned from Transferring Patient Data Using Data Matrix Codes.
Tobias Johannes Brix, Philipp Neuhaus, Michael Storck, Iñaki Soto-Rey, Martin Dugas

Stud Health Technol Inform· August 2019

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Interoperability Improvement of Mobile Patient Survey (MoPat) Implementing Fast Health Interoperability Resources (FHIR).
Michael Storck, Luca Hollenberg, Martin Dugas, Iñaki Soto-Rey

Stud Health Technol Inform· August 2019

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Electronic Image Documentation of Patient Reported Outcomes Using Mobile Technologies.
Iñaki Soto-Rey, Tobias Hardt, Luca Hollenberg, Philipp Bruland, Sonja Ständer

Stud Health Technol Inform· August 2019

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A Smart Device System to Identify New Phenotypical Characteristics in Movement Disorders.
Julian Varghese, Stephan Niewöhner, Iñaki Soto-Rey, Stephanie Schipmann-Miletić, Nils Warneke

Front Neurol· January 2019

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Conducting a Multilingual Study Researching Traumatised Refugees Utilizing a Patient-Reported Outcome System.
Michael Storck, Gundula Christians, Birgit Möller, Martin Dugas, Iñaki Soto-Rey

Stud Health Technol Inform· November 2018

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Humanistic burden of chronic pruritus in patients with inflammatory dermatoses: Results of the European Academy of Dermatology and Venereology Network on Assessment of Severity and Burden of Pruritus (PruNet) cross-sectional trial.
Sabine Steinke, Claudia Zeidler, Claudia Riepe, Philipp Bruland, Iñaki Soto-Rey

J Am Acad Dermatol· September 2018

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Operational Data Model Conversion to ResearchKit.
Iñaki Soto-Rey, Sophia Geßner, Martin Dugas

Stud Health Technol Inform· June 2018

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The Portal of Medical Data Models: Where Have We Been and Where Are We Going?
Sophia Geßner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Iñaki Soto-Rey

Stud Health Technol Inform· June 2018

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Standardising the Development of ODM Converters: The ODMToolBox.
Iñaki Soto-Rey, Philipp Neuhaus, Philipp Bruland, Sophia Geßner, Julian Varghese

Stud Health Technol Inform· June 2018

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