Benjamin Bergner

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Wavelet Packet Decomposition

Active Learning Strategies

Image Recognition

Top Venues

Bildverarbeitung für die Medizin

Publications

Benjamin Bergner, Andrii Skliar, Amelie Royer, Tijmen Blankevoort, Yuki M. Asano, Babak Ehteshami Bejnordi
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding. CoRR (2024)
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
Iterative Patch Selection for High-Resolution Image Recognition. ICLR (2023)
Josafat-Mattias Burmeister, Marcel Fernandez Rosas, Johannes Hagemann, Jonas Kordt, Jasper Blum, Simon Shabo, Benjamin Bergner, Christoph Lippert
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation. CoRR (2022)
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
Iterative Patch Selection for High-Resolution Image Recognition. CoRR (2022)
Marius Pullig, Benjamin Bergner, Amish Doshi, Anja Hennemuth, Zahi A. Fayad, Christoph Lippert
Deep Learning Models for 3D MRI Brain Classification - A Multi-sequence Comparison. Bildverarbeitung für die Medizin (2022)
Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays. MIDL (2022)
Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays. CoRR (2021)
Richard Henkenjohann, Benjamin Bergner, Florian Borchert, Nina Bougatf, Hauke Hund, Roland Eils, Matthieu-P. Schapranow
An Engineering Approach Towards Multi-site Virtual Molecular Tumor Board Software. IHAW (2021)
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner, Christoph Lippert
3D Self-Supervised Methods for Medical Imaging. CoRR (2020)
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner, Christoph Lippert
3D Self-Supervised Methods for Medical Imaging. NeurIPS (2020)
Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow
MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. BIBE (2019)
Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas Da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin P. Böttinger
HPI-DHC at TREC 2018 Precision Medicine Track. TREC (2018)
Benjamin Bergner, Georg Krempl
Active Subtopic Detection in Multitopic Data. AL@iKNOW (2016)