Henning Müller

1. The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
   2020/03/10 by Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah +75 · 30 citations
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Surgical Treatments #Radiomics and Machine Learning in Medical Imaging
2. The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
   2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 17 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
3. Common Limitations of Image Processing Metrics:A Picture Story
   2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +124 · 8 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. Disentangling Neuron Representations with Concept Vectors
   2023/04/19 by Laura O'Mahony, O'Mahony, Laura, Vincent Andrearczyk +5 · 7 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Neural Networks and Applications #Machine Learning and Data Classification
5. DeeperHistReg: Robust Whole Slide Images Registration Framework
   2024/04/19 by Marek Wodziński, Niccolò Marini, Wodzinski, Marek +5 · 4 citations
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Medical Imaging and Analysis
6. Uncovering Unique Concept Vectors through Latent Space Decomposition
   2023/07/13 by Mara Graziani, Graziani, Mara, Laura O' Mahony +7 · 2 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
7. Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies
   2016/12/15 by Hanna Suominen, Henning Müller, Suominen, Hanna +9 · 1 citation
   Computer Science · Health Professions · Medicine · #Computers and Society (cs.CY) #Digital Libraries (cs.DL) #Electronic Health Records Systems #Ethics in Clinical Research #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data