Thomas Neumuth

Orcid: 0000-0001-6999-5024

According to our database1, Thomas Neumuth authored at least 95 papers between 2005 and 2024.

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Bibliography

2024
Inadequacy of common stochastic neural networks for reliable clinical decision support.
CoRR, 2024

2023
Keyword-augmented and semi-automatic generation of FESS reports: a proof-of-concept study.
Int. J. Comput. Assist. Radiol. Surg., May, 2023

A digital twin model for evidence-based clinical decision support in multiple myeloma treatment.
Frontiers Digit. Health, March, 2023

Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches.
Sensors, February, 2023


NFDI4DS Transfer and Application.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Data Exchange Between Ambulance and Trauma Center: Interview Study About the Needs of Emergency Trauma Room Staff.
Proceedings of the dHealth 2023, 2023

Using Digital Twins to Support Multiple Stages of the Patient Journey.
Proceedings of the dHealth 2023, 2023

2022
A Delphi consensus statement for digital surgery.
npj Digit. Medicine, 2022

Surgical data science - from concepts toward clinical translation.
Medical Image Anal., 2022

Ontology-based surgical workflow recognition and prediction.
J. Biomed. Informatics, 2022

Design and validation of a medical robotic device system to control two collaborative robots for ultrasound-guided needle insertions.
Frontiers Robotics AI, 2022

Measuring and evaluating standardization of scrub nurse instrument table setups: a multi-center study.
Int. J. Comput. Assist. Radiol. Surg., 2022

Clinical decision support models for oropharyngeal cancer treatment: design and evaluation of a multi-stage knowledge abstraction and formalization process.
Int. J. Comput. Assist. Radiol. Surg., 2022

A system for real-time multivariate feature combination of endoscopic mitral valve simulator training data.
Int. J. Comput. Assist. Radiol. Surg., 2022

Automated 3D thorax model generation using handheld video-footage.
Int. J. Comput. Assist. Radiol. Surg., 2022

Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos.
Biomed. Signal Process. Control., 2021

Evaluating Electronic Health Record Limitations and Time Expenditure in a German Medical Center.
Appl. Clin. Inform., 2021

Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-plane UNet++ Ensemble for Glioblastoma Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020
Surgical workflow simulation for the design and assessment of operating room setups in orthopedic surgery.
BMC Medical Informatics Decis. Mak., 2020

Surgical Data Science - from Concepts to Clinical Translation.
CoRR, 2020

Language-based translation and prediction of surgical navigation steps for endoscopic wayfinding assistance in minimally invasive surgery.
Int. J. Comput. Assist. Radiol. Surg., 2020

Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support.
Artif. Intell. Medicine, 2020

2019
Digital health - Software as a medical device in focus of the medical device regulation (MDR).
it Inf. Technol., 2019

Extending BPMN 2.0 for intraoperative workflow modeling with IEEE 11073 SDC for description and orchestration of interoperable, networked medical devices.
Int. J. Comput. Assist. Radiol. Surg., 2019

Tissue classification of oncologic esophageal resectates based on hyperspectral data.
Int. J. Comput. Assist. Radiol. Surg., 2019

GATOR: connecting integrated operating room solutions based on the IEEE 11073 SDC and ORiN standards.
Int. J. Comput. Assist. Radiol. Surg., 2019

2018
Surgical Data Science: A Consensus Perspective.
CoRR, 2018

Toward a standard ontology of surgical process models.
Int. J. Comput. Assist. Radiol. Surg., 2018

The intelligent OR: design and validation of a context-aware surgical working environment.
Int. J. Comput. Assist. Radiol. Surg., 2018

Auditory display as feedback for a novel eye-tracking system for sterile operating room interaction.
Int. J. Comput. Assist. Radiol. Surg., 2018

Perioperative Workflow Simulation and Optimization in Orthopedic Surgery.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

A Method for the Context-Aware Assignment of Medical Device Functions to Input Devices in Integrated Operating Rooms.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

2017
Surgical Data Science: Enabling Next-Generation Surgery.
CoRR, 2017

Application fields for the new Object Management Group (OMG) Standards Case Management Model and Notation (CMMN) and Decision Management Notation (DMN) in the perioperative field.
Int. J. Comput. Assist. Radiol. Surg., 2017

OR.NET: multi-perspective qualitative evaluation of an integrated operating room based on IEEE 11073 SDC.
Int. J. Comput. Assist. Radiol. Surg., 2017

Online time and resource management based on surgical workflow time series analysis.
Int. J. Comput. Assist. Radiol. Surg., 2017

Ontology-based specification, identification and analysis of perioperative risks.
J. Biomed. Semant., 2017

Using Fast Healthcare Interoperability Resources (FHIR) for the Integration of Risk Minimization Systems in Hospitals.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Design and evaluation of an interactive training system for scrub nurses.
Int. J. Comput. Assist. Radiol. Surg., 2016

Risk Identification Ontology (RIO): An ontology for specification and identification of perioperative risks.
Proceedings of the 7th Workshop on Ontologies and Data in Life Sciences, 2016

Evaluation of image quality of MRI data for brain tumor surgery.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016

Online Medical Device Use Prediction: Assessment of Accuracy.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

A concept for consistent and prioritized presentation of surgical information.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Influence of Image Quality on Semi-Automatic 3D Reconstructions of the Lateral Skull Base for Cochlear Implantation.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

Towards and Information Presentation Model of a Situation-Aware Navigation System in Functional Endoscopic Sinus Surgery.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

2015
Predicting treatment process steps from events.
J. Biomed. Informatics, 2015

Multi-perspective workflow modeling for online surgical situation models.
J. Biomed. Informatics, 2015

3D model-based documentation with the Tumor Therapy Manager (TTM) improves TNM staging of head and neck tumor patients.
Int. J. Comput. Assist. Radiol. Surg., 2015

Intra-operative surgical instrument usage detection on a multi-sensor table.
Int. J. Comput. Assist. Radiol. Surg., 2015

Outcome quality assessment by surgical process compliance measures in laparoscopic surgery.
Artif. Intell. Medicine, 2015

Surgical instrument similarity metrics and tray analysis for multi-sensor instrument identification.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Standardized semantic workflow modeling in the surgical domain: Proof-of-concept analysis and evaluation for a neurosurgical use-case.
Proceedings of the 17th International Conference on E-health Networking, 2015

"Not these scissors, the other scissors." - A multi-center study comparing surgical instrument descriptions used by scrub nurses.
Proceedings of the 17th International Conference on E-health Networking, 2015

Rule-based medical device adaptation for the digital operating room.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Aktueller Stand der Tumornachsorge mittels OncoFunction.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Unterstützung des chirurgischen Prozesses bei Verwendung einer offenen Kommunikationsinfrastruktur am Leipziger Demonstrator.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Analyse von chirurgischen Workflows mit Hilfe der Levensthein-Distanz und der spektralen Analyse.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Use Cases für sterile blickgesteuerte Mensch-Maschine-Interaktionskonzepte im digitalen Operatiionssaal.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Computer-assisted Neurosurgery: An interaction concept for table-based surgical assistance system.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

2014
Vision-based online recognition of surgical activities.
Int. J. Comput. Assist. Radiol. Surg., 2014

Requirements for the structured recording of surgical device data in the digital operating room.
Int. J. Comput. Assist. Radiol. Surg., 2014

Design and evaluation of a multimedia electronic patient record "oncoflow" with clinical workflow assistance for head and neck tumor therapy.
Int. J. Comput. Assist. Radiol. Surg., 2014

2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Improvement of manual 2D/3D registration by decoupling the visual influence of the six degrees of freedom.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Aggregation patientenspezifischer Informationen zur Unterstützung der onkologischen Hals-, Nasen-, Ohren Chirurgie.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

Konzeption einer Kommunikationsarchitektur für ein OP-Instrumententisch-Simulationssystem.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

Comparison of Optimizers for 2D/3D Registration for Fusion of Ultrasound and X-Ray.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Intervention time prediction from surgical low-level tasks.
J. Biomed. Informatics, 2013

Multi-site study of surgical practice in neurosurgery based on surgical process models.
J. Biomed. Informatics, 2013

The impact of missing sensor information on surgical workflow management.
Int. J. Comput. Assist. Radiol. Surg., 2013

Significant acceleration of 2D-3D registration-based fusion of ultrasound and x-ray images by mesh-based DRR rendering.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

A surgical assistance system for transcatheter aortic valve implantation based on a magic lens concept.
Proceedings of the 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2013

2012
Online recognition of surgical instruments by information fusion.
Int. J. Comput. Assist. Radiol. Surg., 2012

Similarity metrics for surgical process models.
Artif. Intell. Medicine, 2012

Konzeption und Basisarchitektur eines OP-Instrumententisch-Überwachungssystems.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

Ein Framework zur Datenintegration in der HNO-Tumortherapie.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

2011
Analysis of surgical intervention populations using generic surgical process models.
Int. J. Comput. Assist. Radiol. Surg., 2011

Modeling surgical processes: A four-level translational approach.
Artif. Intell. Medicine, 2011

Manual Accuracy in Comparison with a Miniature Master Slave Device - Preclinical Evaluation for Ear Surgery.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011

Workflowanalyse Kathetergestützter minimalinvasiver Interventionen.
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011

2010
Model Driven Design of Workflow Schemata for the Operating Room of the Future.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Der chirurgische Workflow bei Hirntumoren - statistisch aufwendig und klinisch relevant?
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

Evaluierung eines chirurgischen Workflow Management Systemes.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

Conceptual Data Warehouse Design Methodology for Business Process Intelligence.
Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2009
Research Paper: Validation of Knowledge Acquisition for Surgical Process Models.
J. Am. Medical Informatics Assoc., 2009

Ontological Modelling of Surgical Knowledge.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

2008
Data Warehousing Technology for Surgical Workflow Analysis.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
Requirement Specification for Surgical Simulation Systems with Surgical Workflows.
Proceedings of the Medicine Meets Virtual Reality 15, 2007

Multidimensional Data Modeling for Business Process Analysis.
Proceedings of the Conceptual Modeling, 2007

OLAP Technology for Business Process Intelligence: Challenges and Solutions.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006
Acquisition of Process Descriptions from Surgical Interventions.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

2005
An Approach to XML-based Description of Intraoperative Surgical Workflows.
Proceedings of the Berliner XML Tage 2005, 2005


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