Yury Velichko

1. The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI
   2024/05/28 by Maria Correia de Verdier, de Verdier, Maria Correia, Rachit Saluja +166 · 26 citations
   Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
2. The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
   2023/05/12 by Dominic LaBella, Maruf Adewole, LaBella, Dominic +117 · 16 citations
   Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meningioma and schwannoma management #Traumatic Brain Injury and Neurovascular Disturbances
3. Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning
   2024/05/20 by Zheyuan Zhang, Zhang, Zheyuan, Elif Keleş +73 · 16 citations
   Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydraulic Fracturing and Reservoir Analysis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
4. Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
   2023/08/31 by Reza Azad, Azad, Reza, Leon Niggemeier +13 · 8 citations
   Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
   2023/08/31 by Reza Azad, Amirhossein Kazerouni, Azad, Reza +11 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
6. Self-supervised Semantic Segmentation: Consistency over Transformation
   2023/08/31 by Sanaz Karimijafarbigloo, Reza Azad, Karimijafarbigloo, Sanaz +9 · 2 citations
   Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
7. Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning
   2023/11/21 by Sanaz Karimijafarbigloo, Karimijafarbigloo, Sanaz, Reza Azad +7 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
8. Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI
   2024/10/29 by Hongyi Pan, Görkem Durak, Pan, Hongyi +35 · 4 citations
   Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Parallel #and Cluster Computing (cs.DC) #electronic engineering #information engineering
9. Large Scale MRI Collection and Segmentation of Cirrhotic Liver
   2024/10/06 by Debesh Jha, Onkar Susladkar, Jha, Debesh +31 · 4 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hepatocellular Carcinoma Treatment and Prognosis #Image and Video Processing (eess.IV) #Liver Disease Diagnosis and Treatment #electronic engineering #information engineering
10. A Probabilistic Hadamard U-Net for MRI Bias Field Correction
    2024/03/08 by Xin Zhu, Zhu, Xin, Hongyi Pan +13 · 2 citations
    Medicine · #Advanced MRI Techniques and Applications
11. A New Logic For Pediatric Brain Tumor Segmentation
    2024/11/03 by Bengtsson, Max, Elif Keleş, Görkem Durak +12 · 1 citation
    Computer Science · 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) #Medical Image Segmentation Techniques #electronic engineering #information engineering
12. Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques
    2024/04/25 by Ziliang Hong, Hong, Ziliang, Debesh Jha +21 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Liver Disease Diagnosis and Treatment #Pancreatic and Hepatic Oncology Research #Pancreatitis Pathology and Treatment #electronic engineering #information engineering