Veta, Mitko
- Roto-Translation Covariant Convolutional Networks for Medical Image\n Analysis
2018/04/10 by Erik J. Bekkers, Bekkers, Erik J, Maxime W. Lafarge +9 · 6 citations
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Group Theory (math.GR) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Roto-Translation Equivariant Convolutional Networks: Application to\n Histopathology Image Analysis
2020/02/20 by Maxime W. Lafarge, Erik J. Bekkers, Lafarge, Maxime W. +7 · 4 citations
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Medical Imaging and Analysis
- A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging
2020/04/26 by Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang +41 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound
2023/02/15 by Ruben T. Lucassen, Lucassen, Ruben T., Mohammad H. Jafari +39 · 2 citations
Medicine · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiology practices and education #Ultrasound in Clinical Applications #electronic engineering #information engineering
- Cutting out the middleman: measuring nuclear area in histopathology\n slides without segmentation
2016/06/20 by Mitko Veta, P. J. van Diest, Veta, Mitko +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Breast Cancer Treatment Studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images
2024/03/14 by Hong Liu, Liu, Hong, Haosen Yang +7 · 2 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-head Attention-based Deep Multiple Instance Learning
2024/04/08 by Hassan Keshvarikhojasteh, Keshvarikhojasteh, Hassan, Josien P. W. Pluim +3 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection
- A Review of Machine Learning Applications for the Proton Magnetic Resonance Spectroscopy Workflow
2023/05/16 by Dennis van de Sande, van de Sande, Dennis M. J., Julian P. Merkofer +15 · 1 citation
Medicine · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced MRI Techniques and Applications #Electron Spin Resonance Studies #Atomic and Subatomic Physics Research
- Quantifying the Scanner-Induced Domain Gap in Mitosis Detection
2021/03/30 by Marc Aubreville, Christof Bertram, Aubreville, Marc +15 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Digital Imaging for Blood Diseases #Cell Image Analysis Techniques
- On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation
2025/02/26 by Lucassen, Ruben T., van de Luijtgaarden, Tijn, Moonemans, Sander P. J. +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions
2025/02/26 by Lucassen, Ruben T., Moonemans, Sander P. J., van de Luijtgaarden, Tijn +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Adaptive Prototype Learning for Multimodal Cancer Survival Analysis
2025/03/06 by Hong Liu, Haosen Yang, Liu, Hong +7 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering