MELBA–BVM 2025 Special Issue

https://doi.org/10.59275/j.melba.2026-7dc6

BVM 2025 special issue

Guest editors,
  • Prof. Andreas Maier
  • Prof. Thomas Deserno
  • Prof. Heinz Handels
  • Prof. Klaus Maier-Hein
  • Prof. Christoph Palm
  • Prof. Thomas Tolxdorff
  • Prof. Katharina Breininger

7 papers


From Prompts to Pipelines: Evaluating LLM-Generated Medical Image Segmentation Baselines cover file

From Prompts to Pipelines: Evaluating LLM-Generated Medical Image Segmentation Baselines

2026/03/27
MELBA–BVM 2025 Special Issue

Jasmin ArjomandiDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany, Luisa NeubigDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany, Franziska Mathis-UllrichDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany, Andreas M. KistDepartment Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany

PDF · Code
Biophysics-Enhanced Neural Representations for Patient-Specific Respiratory Motion Modeling cover file

Biophysics-Enhanced Neural Representations for Patient-Specific Respiratory Motion Modeling

2026/03/22
MELBA–BVM 2025 Special Issue

Jan BoysenGerman Research Center for Artificial Intelligence (DFKI), Lübeck, DE, Hristina UzunovaClinic for Orthopedics and Orthopedic Surgery, University Medicine Greifswald, Greifswald, DE, Heinz HandelsGerman Research Center for Artificial Intelligence (DFKI), Lübeck, DE
Institute of Medical Informatics, University of Lübeck, DE, Jan EhrhardtGerman Research Center for Artificial Intelligence (DFKI), Lübeck, DE
Institute of Medical Informatics, University of Lübeck, DE

PDF · arXiv
Stuck on Suggestions: Automation Bias, the Anchoring Effect, and the Factors That Shape Them in Computational Pathology cover file

Stuck on Suggestions: Automation Bias, the Anchoring Effect, and the Factors That Shape Them in Computational Pathology

2026/03/13
MELBA–BVM 2025 Special Issue

Emely RosbachTechnische Hochschule Ingolstadt, Ingolstadt, Germany, Jonas AmmelingTechnische Hochschule Ingolstadt, Ingolstadt, Germany, Jonathan GanzTechnische Hochschule Ingolstadt, Ingolstadt, Germany, Christof Albert BertramUniversity of Veterinary Medicine Vienna, Vienna, Austria, Thomas ConradFreie Universität Berlin, Berlin, Germany, Andreas RienerTechnische Hochschule Ingolstadt, Ingolstadt, Germany, Marc AubrevilleFlensburg University of Applied Sciences, Flensburg, Germany

PDF · arXiv
Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation cover file

Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation

2026/03/12
MELBA–BVM 2025 Special Issue

Sweta BanerjeeFlensburg University of Applied Sciences, Germany et al.

Sweta BanerjeeFlensburg University of Applied Sciences, Germany, Viktoria WeissUniversity of Veterinary Medicine, Vienna, Austria, Taryn A. DonovanThe Schwarzman Animal Medical Center, New York, USA, Rutger H.J. FickDiffusely, Paris, France, Thomas ConradFreie Universität Berlin, Berlin, Germany, Jonas AmmelingTechnische Hochschule Ingolstadt, Ingolstadt, Germany, Nils PorscheFlensburg University of Applied Sciences, Germany, Robert KlopfleischFreie Universität Berlin, Berlin, Germany, Christopher C. KalteneckerMedical University of Vienna, Austria, Katharina BreiningerJulius-Maximilians-Universität Würzburg, Würzburg, Germany, Marc AubrevilleFlensburg University of Applied Sciences, Germany, Christof A. BertramUniversity of Veterinary Medicine, Vienna, Austria

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Don’t Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis cover file

Don’t Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis

2026/03/11
MELBA–BVM 2025 Special Issue

Bennet KahrsGerman Research Center for Artificial Intelligence, Luebeck, DE
Institute of Medical Informatics, University of Luebeck, Luebeck, DE, Julia AndresenInstitute of Medical Informatics, University of Luebeck, Luebeck, DE, Fenja FaltaInstitute of Medical Informatics, University of Luebeck, Luebeck, DE, Monty SantarossaMultimedia Information Processing Group, Kiel University, Kiel, DE, Heinz HandelsGerman Research Center for Artificial Intelligence, Luebeck, DE
Institute of Medical Informatics, University of Luebeck, Luebeck, DE, Timo KeppGerman Research Center for Artificial Intelligence, Luebeck, DE

PDF · Code · arXiv
Learning Neural Parametric 3D Breast Shape Models for Metrical Surface Reconstruction From Monocular RGB Videos cover file

Learning Neural Parametric 3D Breast Shape Models for Metrical Surface Reconstruction From Monocular RGB Videos

2026/02/17
MELBA–BVM 2025 Special Issue

Maximilian WeihererVisual Computing Erlangen, Friedrich-Alexander-Universtität Erlangen-Nürnberg, Erlangen, Germany
Regensburg Medical Image Computing (ReMIC), OTH Regensburg, Regensburg, Germany, Antonia von RiedheimDepartment for Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, Regensburg, Germany, Vanessa BrébantDepartment for Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, Regensburg, Germany, Bernhard EggerVisual Computing Erlangen, Friedrich-Alexander-Universtität Erlangen-Nürnberg, Erlangen, Germany, Christoph PalmRegensburg Medical Image Computing (ReMIC), OTH Regensburg, Regensburg, Germany

PDF · Model · Video
Benchmarking Foundation Models for Mitotic Figure Classification cover file

Benchmarking Foundation Models for Mitotic Figure Classification

2026/01/30
MELBA–BVM 2025 Special Issue

Jonas AmmelingTechnische Hochschule Ingolstadt, AImotion, Ingolstadt, DE, Jonathan GanzMIRA vision Microscopy GmbH, Göppingen, DE
Technische Hochschule Ingolstadt, AImotion, Ingolstadt, DE, Emely RosbachTechnische Hochschule Ingolstadt, AImotion, Ingolstadt, DE, Ludwig LausserTechnische Hochschule Ingolstadt, AImotion, Ingolstadt, DE, Christof A. BertramUniversity of Veterinary Medicine, Institute of Pathology, Vienna, AU, Katharina BreiningerCenter for AI and Data Science, Julius-Maximilians-Universität Würzburg, Würzburg, DE
Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, DE, Marc AubrevilleFlensburg University of Applied Sciences, Flensburg, DE

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