Publications by authors named "Thomas Neumuth"

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Using deep vision-language models improves multi-task performance in assistance applications for endoscopic ENT surgery.
Richard Bieck, Martin Sorge, Katharina Heuermann, Viktor Kunz, Markus Pirlich, Thomas Neumuth

Int J Comput Assist Radiol Surg· December 2025

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Prognostic Implications of Splenomegaly in BCMA-Directed CAR T-Cell Therapy for Relapsed Myeloma.
Thomas C Wiemers, Maximilian Ferle, Jonas Ader, Veronika Sotikova, David Fandrei, Thomas Neumuth

Transplant Cell Ther· October 2025

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Exploring the role of preprocessing combinations in hyperspectral imaging for deep learning colorectal cancer detection.
Mariia Tkachenko, Benjamin Huber, Serhii Hamotskyi, Boris Jansen-Winkeln, Ines Gockel, Thomas Neumuth

Sci Rep· September 2025

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Design specifications for biomedical virtual twins in engineered adoptive cellular immunotherapies.
Ulrike Weirauch, Markus Kreuz, Colin Birkenbihl, Miriam Alb, Maria Quaranta, Thomas Neumuth

NPJ Digit Med· August 2025

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Virtual twins for personalised CAR T-cell therapy in myeloma.
Kristin Reiche, Ulrike Weirauch, Markus Kreuz, Luise Fischer, Luuk Gras, Thomas Neumuth

Lancet Haematol· July 2025

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Implicit versus explicit Bayesian priors for epistemic uncertainty estimation in clinical decision support.
Malte Blattmann, Adrian Lindenmeyer, Stefan Franke, Thomas Neumuth, Daniel Schneider

PLOS Digit Health· July 2025

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Towards 6G-Connected Healthcare: Perspectives, Risks and Real-World Applications for Smart Hospitals.
Clemens Mollenhoff, Bharat Agarwal, Jan Herbst, Matthias Rub, Thomas Petzold, Thomas Neumuth

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Using Masked Image Modelling Transformer Architecture for Laparoscopic Surgical Tool Classification and Localization.
Hisham ElMoaqet, Rami Janini, Mutaz Ryalat, Ghaith Al-Refai, Tamer Abdulbaki Alshirbaji, Thomas Neumuth

Sensors (Basel)· May 2025

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Publisher Correction: Predicting progression events in multiple myeloma from routine blood work.
Maximilian Ferle, Nora Grieb, Markus Kreuz, Jonas Ader, Hartmut Goldschmidt, Thomas Neumuth

NPJ Digit Med· May 2025

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Automated Three-Dimensional Imaging and Pfirrmann Classification of Intervertebral Disc Using a Graphical Neural Network in Sagittal Magnetic Resonance Imaging of the Lumbar Spine.
David Baur, Richard Bieck, Johann Berger, Patrick Schöfer, Tim Stelzner, Thomas Neumuth

J Imaging Inform Med· April 2025

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Knowledge Uncertainty Estimation for Reliable Clinical Decision Support: A Delirium Risk Prognosis Case Study.
Adrian Lindenmeyer, Sai Veeranki, Stefan Franke, Thomas Neumuth, Diether Kramer

Stud Health Technol Inform· April 2025

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Predicting progression events in multiple myeloma from routine blood work.
Maximilian Ferle, Nora Grieb, Markus Kreuz, Jonas Ader, Hartmut Goldschmidt, Thomas Neumuth

NPJ Digit Med· April 2025

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Single versus tandem autologous stem cell transplantation in newly diagnosed multiple myeloma.
Nora Grieb, Alexander Oeser, Maximilian Ferle, Franziska Hanke, Sarah Flossdorf, Thomas Neumuth

Bone Marrow Transplant· March 2025

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Improving preparation in the emergency trauma room: the development and impact of real-time data transfer and dashboard visualization system.
Anna Schatz, Georg Osterhoff, Christoph Georgi, Fabian Joeres, Thomas Neumuth

Int J Comput Assist Radiol Surg· February 2025

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Towards Trustworthy AI in Healthcare: Epistemic Uncertainty Estimation for Clinical Decision Support.
Adrian Lindenmeyer, Malte Blattmann, Stefan Franke, Thomas Neumuth, Daniel Schneider

J Pers Med· January 2025

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TraumaFlow-development of a workflow-based clinical decision support system for the management of severe trauma cases.
Juliane Neumann, Christoph Vogel, Lisa Kießling, Gunther Hempel, Christian Kleber, Thomas Neumuth

Int J Comput Assist Radiol Surg· December 2024

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The Emergency Medical Team Operating System - a vision for field hospital data management in following the concepts of predictive, preventive, and personalized medicine.
Jan Gaebel, Erik Schreiber, Thomas Neumuth

EPMA J· June 2024

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Generation of a Realistic Synthetic Laryngeal Cancer Cohort for AI Applications.
Mika Katalinic, Martin Schenk, Stefan Franke, Alexander Katalinic, Thomas Neumuth

Cancers (Basel)· February 2024

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A digital twin model for evidence-based clinical decision support in multiple myeloma treatment.
Nora Grieb, Lukas Schmierer, Hyeon Ung Kim, Sarah Strobel, Christian Schulz, Thomas Neumuth

Front Digit Health· December 2023

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A comparison between a maximum care university hospital and an outpatient clinic - potential for optimization in arthroscopic workflows?
Martin Schenk, Juliane Neumann, Nadine Adler, Tilo Trommer, Jan Theopold, Thomas Neumuth

BMC Health Serv Res· November 2023

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Stroke survivors' preferences on assessing patient-reported outcome measures.
Richard Schmidt, Daniela Geisler, Daniela Urban, Rebecca Pries, Christina Franzisket, Thomas Neumuth

J Patient Rep Outcomes· November 2023

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In vitro evaluation of a computer-assisted decision support system for the primary care of polytrauma patients.
Christoph Vogel, Juliane Neumann, Lisa Kießling, Gunther Hempel, Thomas Neumuth

Eur J Trauma Emerg Surg· October 2023

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Data Exchange Between Ambulance and Trauma Center: Interview Study About the Needs of Emergency Trauma Room Staff.
Anna Schatz, Georg Osterhoff, Fabian Joeres, Thomas Neumuth, Max Rockstroh

Stud Health Technol Inform· May 2023

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Using Digital Twins to Support Multiple Stages of the Patient Journey.
Johannes Keller, Adrian Lindenmeyer, Malte Blattmann, Jan Gaebel, Daniel Schneider, Thomas Neumuth

Stud Health Technol Inform· May 2023

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Impact of Pre- and Post-Processing Steps for Supervised Classification of Colorectal Cancer in Hyperspectral Images.
Mariia Tkachenko, Claire Chalopin, Boris Jansen-Winkeln, Thomas Neumuth, Ines Gockel

Cancers (Basel)· April 2023

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