Martin Wagner

Attending Surgeon and Full Professur of AI-Based Assistance Systems in Surgery

University Hospital Carl Gustav Carus Dresden

Germany

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Research Interests

Surgery

80%

Oral And Maxillofacial Surgery

50%

Surgical Technique

50%

Surgical Robotics

40%

Prognostic Biomarker

30%

Medical Procedure

30%

Laparoscopy

30%

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Articles24

Aliado - A design concept of AI for decision support in oncological liver surgery

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Year:

2025

Assessment of the extent of lymphadenectomy in esophageal cancer surgery in the observational TIGER study

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Year:

2025

Point Cloud Segmentation for Autonomous Clip Positioning in Laparoscopic Cholecystectomy on a Phantom

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Year:

2025

AutoFRS: an externally validated, annotation-free approach to computational preoperative complication risk stratification in pancreatic surgery – an experimental study

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Year:

2025

“Who do you trust?” — levels of evidence in the era of artificial intelligence

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Year:

2025

Can surgeons trust AI? Perspectives on machine learning in surgery and the importance of eXplainable Artificial Intelligence (XAI)

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Year:

2025

Semi-Autonomous Robotic Assistance for Gallbladder Retraction in Surgery

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Year:

2025

Der digitale Operationssaal

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Year:

2024

Künstliche Intelligenz in der onkologischen Chirurgie

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Year:

2024

Comparing a virtual reality head-mounted display to on-screen three-dimensional visualization and two-dimensional computed tomography data for training in decision making in hepatic surgery

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Year:

2024

Introducing and Validating the Multiphasic Evidential Decision-Making Matrix (MedMax) for Clinical Management in Patients with Intrahepatic Cholangiocarcinoma

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2024

A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots

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Year:

2024

Toward an interoperable, intraoperative situation recognition system via process modeling, execution, and control using the standards BPMN and CMMN

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Year:

2023

SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education)

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Year:

2023

A sensorized modular training platform to reduce vascular damage in endovascular surgery

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Year:

2023

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

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Year:

2023

Sim-to-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery

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Year:

2023

Sim-to-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery

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Year:

2023

Machine learning for optimized individual survival prediction in resectable upper gastrointestinal cancer

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Year:

2023

Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study

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Year:

2023

Ensuring privacy protection in the era of big laparoscopic video data: development and validation of an inside outside discrimination algorithm (IODA)

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Year:

2023

Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data

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Year:

2022

Surgomics: personalized prediction of morbidity, mortality and long-term outcome in surgery using machine learning on multimodal data

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Year:

2022

Interactive visual exploration of surgical process data

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Year:

2022

Collaborators10

Stefanie Speidel

Prof.

GERMANY

Oliver Burgert

Prof. for Medical Informatics

Hochschule Reutlingen

GERMANY

Wolfgang Reiter

Head of R&D

EnergiLink Ltd.

GERMANY

George B. Hanna

Imperial College London

UNITED KINGDOM

Christian Marzi

Karlsruhe Institute of Technology

GERMANY

Fiona R. Kolbinger

Research Assistant Professor

Purdue University

UNITED STATES

Eung-Joo Lee

Assistant professor

University of Arizona

UNITED STATES

Paolo Fiorini

University of Verona

ITALY

Daochang Liu

University in Western Australia

AUSTRALIA

Franziska Mathis-Ullrich

Professor / Head of laboratory

Friedrich-Alexander Universität Erlangen-Nürnberg

GERMANY

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