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Thomas Neumuth
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2020 – today
- 2024
- [i4]Adrian Lindenmeyer, Malte Blattmann, Stefan Franke, Thomas Neumuth, Daniel Schneider:
Inadequacy of common stochastic neural networks for reliable clinical decision support. CoRR abs/2401.13657 (2024) - 2023
- [j44]Viktor Kunz
, Valentina Wildfeuer, Richard Bieck, M. Sorge, Veit Zebralla, Andreas Dietz, Thomas Neumuth, Markus Pirlich:
Keyword-augmented and semi-automatic generation of FESS reports: a proof-of-concept study. Int. J. Comput. Assist. Radiol. Surg. 18(5): 961-968 (2023) - [j43]Nora Grieb, Lukas Schmierer, Hyeon Ung Kim, Sarah Strobel, Christian Schulz, Tim Meschke, Anne Sophie Kubasch, Annamaria Brioli
A digital twin model for evidence-based clinical decision support in multiple myeloma treatment. Frontiers Digit. Health 5 (2023) - [j42]Nour Aldeen Jalal
Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches. Sensors 23(4): 1958 (2023) - [c46]Anna Schatz, Georg Osterhoff, Fabian Joeres, Thomas Neumuth, Max Rockstroh:
Data Exchange Between Ambulance and Trauma Center: Interview Study About the Needs of Emergency Trauma Room Staff. dHealth 2023: 115-120 - [c45]Johannes Keller, Adrian Lindenmeyer, Malte Blattmann, Jan Gaebel, Daniel Schneider, Thomas Neumuth, Stefan Franke:
Using Digital Twins to Support Multiple Stages of the Patient Journey. dHealth 2023: 227-232 - [c44]Sonja Schimmler, Bianca Wentzel, Arnim Bleier, Stefan Dietze, Saurav Karmakar, Peter Mutschke, Angelie Kraft, Tilahun Abedissa Taffa, Ricardo Usbeck, Zeyd Boukhers, Sören Auer, Leyla Jael Castro, Marcel R. Ackermann, Thomas Neumuth, Daniel Schneider, Ziawasch Abedjan, Atif Latif, Fidan Limani, Raia Abu Ahmad, Georg Rehm, Sima Attar Khorasani, Matthias Lieber:
NFDI4DS Infrastructure and Services. GI-Jahrestagung 2023: 919-924 - [c43]Ekaterina Borisova, Raia Abu Ahmad
NFDI4DS Transfer and Application. GI-Jahrestagung 2023: 925-929 - 2022
- [j41]Bernhard Glaser
Measuring and evaluating standardization of scrub nurse instrument table setups: a multi-center study. Int. J. Comput. Assist. Radiol. Surg. 17(3): 479-485 (2022) - [j40]Reinhard Fuchs
A system for real-time multivariate feature combination of endoscopic mitral valve simulator training data. Int. J. Comput. Assist. Radiol. Surg. 17(9): 1619-1631 (2022) - [j39]Jan Gaebel
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. 17(9): 1643-1650 (2022) - [j38]Nadine Dussel, Reinhard Fuchs
Automated 3D thorax model generation using handheld video-footage. Int. J. Comput. Assist. Radiol. Surg. 17(9): 1707-1716 (2022) - [j37]Johann Berger, Michael Unger, Johannes Keller, C. Martin Reich, Thomas Neumuth, Andreas Melzer
Design and validation of a medical robotic device system to control two collaborative robots for ultrasound-guided needle insertions. Frontiers Robotics AI 9 (2022) - [j36]Juliane Neumann, Alexandr Uciteli
Ontology-based surgical workflow recognition and prediction. J. Biomed. Informatics 136: 104240 (2022) - [j35]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76: 102306 (2022) - [j34]Kyle Lam
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022) - [c42]Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller:
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification. EMBC 2022: 533-536 - 2021
- [j33]Tom de Hoop, Thomas Neumuth:
Evaluating Electronic Health Record Limitations and Time Expenditure in a German Medical Center. Appl. Clin. Inform. 12(5): 1082-1090 (2021) - [j32]Tamer Abdulbaki Alshirbaji
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos. Biomed. Signal Process. Control. 68: 102801 (2021) - [c41]Johannes Roth, Johannes Keller, Stefan Franke, Thomas Neumuth, Daniel Schneider:
Multi-plane UNet++ Ensemble for Glioblastoma Segmentation. BrainLes@MICCAI (1) 2021: 285-294 - [c40]Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, Sebastian G. Russo, Thomas Neumuth, Knut Möller:
Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology *. EMBC 2021: 2091-2094 - 2020
- [j31]Jan Gaebel, Hans-Georg Wu, Alexander Oeser
Modeling and processing up-to-dateness of patient information in probabilistic therapy decision support. Artif. Intell. Medicine 104: 101842 (2020) - [j30]Richard Bieck
Language-based translation and prediction of surgical navigation steps for endoscopic wayfinding assistance in minimally invasive surgery. Int. J. Comput. Assist. Radiol. Surg. 15(12): 2089-2100 (2020) - [j29]Juliane Neumann
Surgical workflow simulation for the design and assessment of operating room setups in orthopedic surgery. BMC Medical Informatics Decis. Mak. 20(1): 145 (2020) - [i3]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel:
Surgical Data Science - from Concepts to Clinical Translation. CoRR abs/2011.02284 (2020)
2010 – 2019
- 2019
- [j28]Juliane Neumann
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. 14(8): 1403-1413 (2019) - [j27]Marianne Maktabi
Tissue classification of oncologic esophageal resectates based on hyperspectral data. Int. J. Comput. Assist. Radiol. Surg. 14(10): 1651-1661 (2019) - [j26]Johann Berger
GATOR: connecting integrated operating room solutions based on the IEEE 11073 SDC and ORiN standards. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2233-2243 (2019) - [j25]Kurt Becker
Digital health - Software as a medical device in focus of the medical device regulation (MDR). it Inf. Technol. 61(5-6): 211-218 (2019) - 2018
- [j24]David Black
Auditory display as feedback for a novel eye-tracking system for sterile operating room interaction. Int. J. Comput. Assist. Radiol. Surg. 13(1): 37-45 (2018) - [j23]Stefan Franke
The intelligent OR: design and validation of a context-aware surgical working environment. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1301-1308 (2018) - [j22]Bernard Gibaud
Toward a standard ontology of surgical process models. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1397-1408 (2018) - [c39]Juliane Neumann
Perioperative Workflow Simulation and Optimization in Orthopedic Surgery. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 3-11 - [c38]Stefan Franke, Max Rockstroh, Martin Kasparick, Thomas Neumuth:
A Method for the Context-Aware Assignment of Medical Device Functions to Input Devices in Integrated Operating Rooms. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 12-19 - [i2]Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Bernard Gibaud
Surgical Data Science: A Consensus Perspective. CoRR abs/1806.03184 (2018) - 2017
- [j21]Alexandr Uciteli
Ontology-based specification, identification and analysis of perioperative risks. J. Biomed. Semant. 8(1): 36:1-36:14 (2017) - [j20]Marianne Maktabi, Thomas Neumuth
Online time and resource management based on surgical workflow time series analysis. Int. J. Comput. Assist. Radiol. Surg. 12(2): 325-338 (2017) - [j19]Markus Wiemuth
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. 12(8): 1439-1449 (2017) - [j18]Max Rockstroh, Stefan Franke, Mathias Hofer, A. Will, Martin Kasparick
OR.NET: multi-perspective qualitative evaluation of an integrated operating room based on IEEE 11073 SDC. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1461-1469 (2017) - [c37]Kutaiba Saleh, Stephan Stucke, Alexandr Uciteli, Sebastian Faulbrück-Röhr, Juliane Neumann
Using Fast Healthcare Interoperability Resources (FHIR) for the Integration of Risk Minimization Systems in Hospitals. MedInfo 2017: 1378 - [i1]Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin:
Surgical Data Science: Enabling Next-Generation Surgery. CoRR abs/1701.06482 (2017) - 2016
- [j17]Bernhard Glaser, Tobias Schellenberg, Lucas Koch, Mathias Hofer, Susanne Modemann, Patrick Dubach, Thomas Neumuth
Design and evaluation of an interactive training system for scrub nurses. Int. J. Comput. Assist. Radiol. Surg. 11(8): 1527-1536 (2016) - [c36]Richard Bieck, Katharina Heuermann, M. Schmidt, Arno Schmitgen, Sven Arnold, Andreas Dietz, Thomas Neumuth:
Towards and Information Presentation Model of a Situation-Aware Navigation System in Functional Endoscopic Sinus Surgery. CURAC 2016: 27-32 - [c35]Frank Heckel, Stephan Zidowitz, Thomas Neumuth, Mandy Tittmann, Markus Pirlich, Mathias Hofer:
Influence of Image Quality on Semi-Automatic 3D Reconstructions of the Lateral Skull Base for Cochlear Implantation. CURAC 2016: 129-134 - [c34]Erik Schreiber, Stefan Franke, Richard Bieck, Thomas Neumuth:
A concept for consistent and prioritized presentation of surgical information. HealthCom 2016: 1-4 - [c33]Marianne Maktabi, Thomas Neumuth:
Online Medical Device Use Prediction: Assessment of Accuracy. MIE 2016: 557-561 - [c32]Frank Heckel, Felix Arlt, Benjamin P. Geisler, Stephan Zidowitz, Thomas Neumuth
Evaluation of image quality of MRI data for brain tumor surgery. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97871L - [c31]Alexandr Uciteli
Risk Identification Ontology (RIO): An ontology for specification and identification of perioperative risks. ODLS 2016: 1-7 - 2015
- [j16]Sandra Schumann, Ulf Bühligen, Thomas Neumuth:
Outcome quality assessment by surgical process compliance measures in laparoscopic surgery. Artif. Intell. Medicine 63(2): 85-90 (2015) - [j15]Bernhard Glaser, Stefan Dänzer, Thomas Neumuth:
Intra-operative surgical instrument usage detection on a multi-sensor table. Int. J. Comput. Assist. Radiol. Surg. 10(3): 351-362 (2015) - [j14]Thomas Pankau, Gunnar Wichmann
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. 10(10): 1617-1624 (2015) - [j13]Jens Meier, Andreas Dietz, Andreas Boehm
Predicting treatment process steps from events. J. Biomed. Informatics 53: 308-319 (2015) - [j12]Stefan Franke, Jürgen Meixensberger, Thomas Neumuth:
Multi-perspective workflow modeling for online surgical situation models. J. Biomed. Informatics 54: 158-166 (2015) - [c30]Bernhard Glaser, Michael Unger, Tobias Schellenberg, Thomas Neumuth:
Use Cases für sterile blickgesteuerte Mensch-Maschine-Interaktionskonzepte im digitalen Operatiionssaal. CURAC 2015: 157-162 - [c29]Richard Bieck, Stefan Franke, Thomas Neumuth, Dirk Lindner:
Computer-assisted Neurosurgery: An interaction concept for table-based surgical assistance system. CURAC 2015: 225-230 - [c28]Max Rockstroh, Stefan Franke, Juliane Neumann, Thomas Neumuth:
Unterstützung des chirurgischen Prozesses bei Verwendung einer offenen Kommunikationsinfrastruktur am Leipziger Demonstrator. CURAC 2015: 239-244 - [c27]Marianne Maktabi, Thomas Neumuth:
Analyse von chirurgischen Workflows mit Hilfe der Levensthein-Distanz und der spektralen Analyse. CURAC 2015: 247-252 - [c26]Veit Zebralla, Thomas Neumuth, Susanne Singer, Andreas Dietz, Andreas Boehm:
Aktueller Stand der Tumornachsorge mittels OncoFunction. CURAC 2015: 333-336 - [c25]Stefan Franke, Thomas Neumuth:
Rule-based medical device adaptation for the digital operating room. EMBC 2015: 1733-1736 - [c24]Juliane Neumann
Standardized semantic workflow modeling in the surgical domain: Proof-of-concept analysis and evaluation for a neurosurgical use-case. HealthCom 2015: 11-16 - [c23]Bernhard Glaser, Tobias Schellenberg, Lucas Koch, Mathias Hofer, Susanne Modemann, Patrick Dubach, Thomas Neumuth:
"Not these scissors, the other scissors." - A multi-center study comparing surgical instrument descriptions used by scrub nurses. HealthCom 2015: 32-36 - [c22]Bernhard Glaser, Tobias Schellenberg, Stefan Franke, Stefan Dänzer, Thomas Neumuth
Surgical instrument similarity metrics and tray analysis for multi-sensor instrument identification. Medical Imaging: Image-Guided Procedures 2015: 941526 - 2014
- [j11]Max Rockstroh, Stefan Franke, Thomas Neumuth
Requirements for the structured recording of surgical device data in the digital operating room. Int. J. Comput. Assist. Radiol. Surg. 9(1): 49-57 (2014) - [j10]Jens Meier, Andreas Boehm
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. 9(6): 949-965 (2014) - [j9]Michael Unger, Claire Chalopin, Thomas Neumuth:
Vision-based online recognition of surgical activities. Int. J. Comput. Assist. Radiol. Surg. 9(6): 979-986 (2014) - [c21]Markus Kaiser, Matthias John, Tobias Heimann, Thomas Neumuth, Georg Rose
Comparison of Optimizers for 2D/3D Registration for Fusion of Ultrasound and X-Ray. Bildverarbeitung für die Medizin 2014: 312-317 - [c20]Bernhard Glaser, Tobias Schellenberg, Thomas Neumuth:
Konzeption einer Kommunikationsarchitektur für ein OP-Instrumententisch-Simulationssystem. CURAC 2014: 65-68 - [c19]Jens Meier, Andreas Boehm, Silvia Vinz, Thomas Neumuth:
Aggregation patientenspezifischer Informationen zur Unterstützung der onkologischen Hals-, Nasen-, Ohren Chirurgie. CURAC 2014: 153-156 - [c18]Markus Kaiser, Matthias John, Tobias Heimann, Thomas Neumuth
Improvement of manual 2D/3D registration by decoupling the visual influence of the six degrees of freedom. ISBI 2014: 766-769 - [c17]Markus Kaiser, Matthias John, Tobias Heimann, Alexander Brost, Thomas Neumuth, Georg Rose
2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions. MICCAI (1) 2014: 283-290 - 2013
- [j8]Philipp Liebmann, Jürgen Meixensberger, Peter Wiedemann, Thomas Neumuth:
The impact of missing sensor information on surgical workflow management. Int. J. Comput. Assist. Radiol. Surg. 8(5): 867-875 (2013) - [j7]Stefan Franke, Jürgen Meixensberger, Thomas Neumuth:
Intervention time prediction from surgical low-level tasks. J. Biomed. Informatics 46(1): 152-159 (2013) - [j6]Germain Forestier
Multi-site study of surgical practice in neurosurgery based on surgical process models. J. Biomed. Informatics 46(5): 822-829 (2013) - [c16]Stefan Franke, Daniel Schulz, Joerg Seeburger, Bernhard Preim, Thomas Neumuth:
A surgical assistance system for transcatheter aortic valve implantation based on a magic lens concept. CURAC 2013: 165-168 - [c15]Markus Kaiser, Matthias John, Anja Borsdorf, Peter Mountney
Significant acceleration of 2D-3D registration-based fusion of ultrasound and x-ray images by mesh-based DRR rendering. Medical Imaging: Image-Guided Procedures 2013: 867111 - 2012
- [j5]Thomas Neumuth, Frank Loebe, Pierre Jannin
Similarity metrics for surgical process models. Artif. Intell. Medicine 54(1): 15-27 (2012) - [j4]Thomas Neumuth, Christian Meißner:
Online recognition of surgical instruments by information fusion. Int. J. Comput. Assist. Radiol. Surg. 7(2): 297-304 (2012) - [c14]Stefan Bohn, Jens Meier, Thomas Neumuth, Andreas Dietz, Andreas Boehm:
Ein Framework zur Datenintegration in der HNO-Tumortherapie. CURAC 2012: 75-78 - [c13]Bernhard Glaser, Thomas Neumuth:
Konzeption und Basisarchitektur eines OP-Instrumententisch-Überwachungssystems. CURAC 2012: 131-133 - 2011
- [j3]Dayana Neumuth
Modeling surgical processes: A four-level translational approach. Artif. Intell. Medicine 51(3): 147-161 (2011) - [j2]Thomas Neumuth, Pierre Jannin
Analysis of surgical intervention populations using generic surgical process models. Int. J. Comput. Assist. Radiol. Surg. 6(1): 59-71 (2011) - [c12]Axel Boese, Thomas Neumuth, Georg H. Rose:
Workflowanalyse Kathetergestützter minimalinvasiver Interventionen. CURAC 2011: 177-180 - [c11]Annette Runge, Mathias Hofer, E. Dittrich, Thomas Neumuth, R. Haase, Mario Strauss, Andreas Dietz, Tim C. Lüth
Manual Accuracy in Comparison with a Miniature Master Slave Device - Preclinical Evaluation for Ear Surgery. MMVR 2011: 524-530 - 2010
- [c10]Dirk Lindner, Sebastian Blecha, Thomas Neumuth, Jürgen Meixensberger:
Der chirurgische Workflow bei Hirntumoren - statistisch aufwendig und klinisch relevant? CURAC 2010: 191-194 - [c9]Philipp Liebmann, Thomas Neumuth:
Evaluierung eines chirurgischen Workflow Management Systemes. CURAC 2010: 255 - [c8]Philipp Liebmann, Thomas Neumuth:
Model Driven Design of Workflow Schemata for the Operating Room of the Future. GI Jahrestagung (1) 2010: 415-419 - [p1]Svetlana Mansmann, Thomas Neumuth, Oliver Burgert
Conceptual Data Warehouse Design Methodology for Business Process Intelligence. Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development 2010: 129-173
2000 – 2009
- 2009
- [j1]Thomas Neumuth, Pierre Jannin
Research Paper: Validation of Knowledge Acquisition for Surgical Process Models. J. Am. Medical Informatics Assoc. 16(1): 72-80 (2009) - [c7]Raj Mudunuri, Oliver Burgert, Thomas Neumuth:
Ontological Modelling of Surgical Knowledge. GI Jahrestagung 2009: 1044-1054 - 2008
- [c6]Thomas Neumuth, Svetlana Mansmann, Marc H. Scholl
Data Warehousing Technology for Surgical Workflow Analysis. CBMS 2008: 230-235 - 2007
- [c5]Svetlana Mansmann, Thomas Neumuth, Marc H. Scholl
OLAP Technology for Business Process Intelligence: Challenges and Solutions. DaWaK 2007: 111-122 - [c4]Svetlana Mansmann, Thomas Neumuth, Marc H. Scholl
Multidimensional Data Modeling for Business Process Analysis. ER 2007: 23-38 - [c3]Oliver Burgert, Thomas Neumuth, Michel A. Audette, Antje Pössneck, Rafael Mayoral, Andreas Dietz, Jürgen Meixensberger, Christos Trantakis:
Requirement Specification for Surgical Simulation Systems with Surgical Workflows. MMVR 2007: 58-63 - 2006
- [c2]Thomas Neumuth, Gero Strauß, Jürgen Meixensberger, Heinz U. Lemke, Oliver Burgert:
Acquisition of Process Descriptions from Surgical Interventions. DEXA 2006: 602-611 - 2005
- [c1]Thomas Neumuth, Andreas Pretschner, Christos Trantakis, Milos Fischer, Heinz U. Lemke, Oliver Burgert:
An Approach to XML-based Description of Intraoperative Surgical Workflows. Berliner XML Tage 2005: 147-152
Coauthor Index
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