October 2026 issue

https://doi.org/10.59275/j.melba.2026-bd1c

3 papers


Spatially Context-Aware Transformers Facilitate Modeling-Based Anomaly Detection of Subtle Lesions in Brain MRI Images cover file

Spatially Context-Aware Transformers Facilitate Modeling-Based Anomaly Detection of Subtle Lesions in Brain MRI Images

2026/10/18
October 2026 issue

Johannes SchwarzRuhr-Epileptology, Department of Neurology, University Hospital Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany, Lena WillRuhr-Epileptology, Department of Neurology, University Hospital Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany
Ruhr-Epileptology, Department of Radiology and Neuroradiology, University Hospital Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany, Jörg WellmerRuhr-Epileptology, Department of Neurology, University Hospital Knappschaftskrankenhaus Bochum, Ruhr-University Bochum, Bochum, Germany, Axel MosigRuhr-University Bochum, Center for Protein Diagnostics, Bochum, Germany
Ruhr-University Bochum, Faculty of Biology and Biotechnology, Bioinformatics Group, Bochum, Germany

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OncoReg: Medical Image Registration for Oncological Challenges cover file

OncoReg: Medical Image Registration for Oncological Challenges

2026/10/11
October 2026 issue

Wiebke HeyerInstitute of Medical Informatics, University of Lübeck, Lübeck, Germany et al.

Wiebke HeyerInstitute of Medical Informatics, University of Lübeck, Lübeck, Germany, Yannic ElserInstitute of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein, Lübeck, Germany, Lennart BerkelInstitute of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein, Lübeck, Germany, Xinrui SongDepartment of Biomedical Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA, Xuanang XuDepartment of Biomedical Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA, Pingkun YanDepartment of Biomedical Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA, Xi JiaSchool of Computer Science, University of Birmingham, Birmingham, UK, Jinming DuanSchool of Computer Science, University of Birmingham, Birmingham, UK
Division of Informatics, Imaging and Data Sciences, University of Manchester, UK, Zi LiDAMO Academy, Alibaba Group, Hangzhou, China, Tony C. W. MokDAMO Academy, Alibaba Group, Hangzhou, China, BoWen LIHangzhou Shengshi Technology Co., Ltd, Hangzhou, China, Tim HableInstitute of Medical Informatics, University of Lübeck, Lübeck, Germany, Christian StaackmannDepartment of Radiation Oncology, University Hospital Schleswig-Holstein, Lübeck, Germany, Christoph GroßbröhmerInstitute of Medical Informatics, University of Lübeck, Lübeck, Germany, Lasse HansenEchoScout GmbH, Lübeck, Germany, Alessa HeringRadboud University Medical Center, Nijmegen, Netherlands, Malte M. SierenInstitute of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein, Lübeck, Germany
Institute of Interventional Radiology, University Hospital Schleswig-Holstein, Lübeck, Germany, Mattias P. HeinrichInstitute of Medical Informatics, University of Lübeck, Lübeck, Germany

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From Classification to Cross-Modal Understanding: Leveraging Vision- Language Models for Fine-Grained Renal Pathology cover file

From Classification to Cross-Modal Understanding: Leveraging Vision- Language Models for Fine-Grained Renal Pathology

2026/10/09
October 2026 issue

Zhenhao GuoNew York University, New York, NY 10012, USA et al.

Zhenhao GuoNew York University, New York, NY 10012, USA, Rachit SalujaCornell Tech, New York, NY 10044, USA, Tianyu ShiSichuan University, Chengdu, 610207, CN, Tianyuan YaoVanderbilt University, Nashville, TN, 37235, USA, Quan LiuVanderbilt University, Nashville, TN, 37235, USA, Junchao ZhuVanderbilt University, Nashville, TN, 37235, USA, Haibo WangCarnegie Mellon University, Pittsburgh, PA 15213, USA, Daniel ReisenbüchlerUniversity of Regensburg, Regensburg, Bavaria 93053, DE, Haichun YangVanderbilt University Medical Center, Nashville, TN, 37232, USA, Yuankai HuoVanderbilt University, Nashville, TN, 37235, USA, Benjamin LiechtyWeill Cornell Medicine, New York, NY 10065, USA, David J. PisapiaWeill Cornell Medicine, New York, NY 10065, USA, Kenji IkemuraWeill Cornell Medicine, New York, NY 10065, USA, Steven SalvatoreeWeill Cornell Medicine, New York, NY 10065, USA, Surya SeshaneWeill Cornell Medicine, New York, NY 10065, USA, Mert R. SabuncuCornell Tech, New York, NY 10044, USA
Weill Cornell Medicine, New York, NY 10065, USA, Yihe YangWeill Cornell Medicine, New York, NY 10065, USA
Northwell Health, New Hyde Park, NY 11040, USA, Ruining DengVanderbilt University, Nashville, TN, 37235, USA
Weill Cornell Medicine, New York, NY 10065, USA

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