Milan Sonka
- Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep\n Transfer Learning
2020/04/20 by Shervin Minaee, Rahele Kafieh, Minaee, Shervin +7 · 4 citations
Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
- U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation
2023/11/29 by Yaopeng Peng, Milan Sonka, Peng, Yaopeng +3 · 5 citations
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
- Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy
2024/07/17 by Fahim Zaman, Zaman, Fahim Ahmed, Mathews Jacob +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
- Provable Multi-instance Deep AUC Maximization with Stochastic Pooling
2023/05/14 by Dixian Zhu, Bokun Wang, Zhu, Dixian +11 · 1 citation
Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Digital Imaging for Blood Diseases
- Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
2024/09/13 by Yaopeng Peng, Peng, Yaopeng, Milan Sonka +3 · 2 citations
Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering