Peiris, Himashi
- A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation
2021/11/26 by Peiris, Himashi, Hayat, Munawar, Chen, Zhaolin +2 · 5 citations
#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
- Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation
2021/08/25 by Peiris, Himashi, Chen, Zhaolin, Egan, Gary +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task
2022/01/11 by Himashi Peiris, Zhaolin Chen, Peiris, Himashi +5 · 1 citation
Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #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) #electronic engineering #information engineering
- Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation
2022/09/16 by Himashi Peiris, Peiris, Himashi, Munawar Hayat +7 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #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
- Perivascular space Identification Nnunet for Generalised Usage (PINGU)
2024/05/14 by Benjamin Sinclair, Lucy Vivash, Sinclair, Benjamin +35 · 1 citation
Medicine · Neuroscience · #Neurosurgical Procedures and Complications #Cerebrospinal fluid and hydrocephalus