Gholipour, Ali

1. Tversky loss function for image segmentation using 3D fully\n convolutional deep networks
   2017/06/18 by Seyed Sadegh Mohseni Salehi, Deniz Erdoğmuş, Salehi, Seyed Sadegh Mohseni +3 · 36 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
2. Deep learning with noisy labels: exploring techniques and remedies in\n medical image analysis
   2019/12/05 by Davood Karimi, Karimi, Davood, Haoran Dou +5 · 11 citations
   Computer Science · #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) #Machine Learning and Data Classification #electronic engineering #information engineering
3. Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template\n Rigid Registration
   2018/03/15 by Seyed Sadegh Mohseni Salehi, Shadab Khan, Salehi, Seyed Sadegh Mohseni +5 · 9 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Neonatal and fetal brain pathology
4. Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks
   2020/05/30 by Karimi, Davood, Warfield, Simon K., Gholipour, Ali · 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) #electronic engineering #information engineering
5. A machine learning-based method for estimating the number and\n orientations of major fascicles in diffusion-weighted magnetic resonance\n imaging
   2020/06/19 by Davood Karimi, Karimi, Davood, Lana Vasung +11 · 1 citation
   Medicine · #Advanced Neuroimaging Techniques and Applications #Bone and Joint Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #electronic engineering #information engineering
6. Convolution-Free Medical Image Segmentation using Transformers
   2021/02/26 by Karimi, Davood, Vasylechko, Serge, Gholipour, Ali · 1 citation
   #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
7. Fetal-BET: Brain Extraction Tool for Fetal MRI
   2023/10/02 by Razieh Faghihpirayesh, Faghihpirayesh, Razieh, Davood Karimi +5 · 1 citation
   Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Advanced Neuroimaging Techniques and Applications
8. Rapid, High-resolution and Distortion-free R₂^* Mapping of Fetal Brain using Multi-echo Radial FLASH and Model-based Reconstruction
   2024/12/31 by Wang, Xiaoqing, Fan, Hongli, Tan, Zhengguo +7 · 2 citations
   #FOS: Physical sciences #Medical Physics (physics.med-ph)
9. SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking
   2024/07/29 by Jian Wang, Wang, Jian, Razieh Faghihpirayesh +5 · 1 citation
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Neonatal and fetal brain pathology #electronic engineering #information engineering