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Varut Vardhanabhuti
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2020 – today
- 2024
- [i9]Jiaxin Zhuang, Linshan Wu, Qiong Wang, Varut Vardhanabhuti, Lin Luo, Hao Chen:
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis. CoRR abs/2404.15580 (2024) - [i8]Luyang Luo, Mingxiang Wu, Mei Li, Yi Xin, Qiong Wang, Varut Vardhanabhuti, Winnie CW Chu, Zhenhui Li, Juan Zhou, Pranav Rajpurkar, Hao Chen:
Towards Non-invasive and Personalized Management of Breast Cancer Patients from Multiparametric MRI via A Large Mixture-of-Modality-Experts Model. CoRR abs/2408.12606 (2024) - 2023
- [j14]Jing Dai
, Xiaomei Wang
Automatic Multiparametric Magnetic Resonance Imaging-Based Prostate Lesions Assessment with Unsupervised Domain Adaptation. Adv. Intell. Syst. 5(9) (2023) - [j13]Jing Dai
Automatic Multiparametric Magnetic Resonance Imaging-Based Prostate Lesions Assessment with Unsupervised Domain Adaptation. Adv. Intell. Syst. 5(9) (2023) - [j12]Abhisek Bhattarai
Photon-Counting CT Material Decomposition in Bone Imaging. J. Imaging 9(10): 209 (2023) - [i7]Luyang Luo, Xi Wang, Yi Lin, Xiaoqi Ma, Andong Tan, Ronald C. K. Chan, Varut Vardhanabhuti, Winnie CW Chu, Kwang-Ting Cheng, Hao Chen:
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions. CoRR abs/2304.06662 (2023) - [i6]Morteza Homayounfar, Mohamad Koohi-Moghadam, Reza Rawassizadeh, Varut Vardhanabhuti:
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis. CoRR abs/2304.07461 (2023) - [i5]Jie Lian, Xufang Luo, Caihua Shan, Dongqi Han, Varut Vardhanabhuti, Dongsheng Li:
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine. CoRR abs/2311.14304 (2023) - 2022
- [j11]Siyavash Shabani, Morteza Homayounfar
Self-supervised region-aware segmentation of COVID-19 CT images using 3D GAN and contrastive learning. Comput. Biol. Medicine 149: 106033 (2022) - [j10]Weiwen Wu
Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization. Comput. Biol. Medicine 151(Part): 106080 (2022) - [j9]Qi Dou
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. npj Digit. Medicine 5 (2022) - [j8]Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang
Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results. Patterns 3(5): 100474 (2022) - [j7]Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang
Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks. Patterns 3(5): 100475 (2022) - [c3]Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu:
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning. NeurIPS 2022 - [i4]Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning. CoRR abs/2210.06044 (2022) - 2021
- [j6]Weiwen Wu
Deep learning based spectral CT imaging. Neural Networks 144: 342-358 (2021) - [j5]Qi Dou
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. npj Digit. Medicine 4 (2021) - [j4]Weiwen Wu
Tensor Gradient L₀-Norm Minimization-Based Low-Dose CT and Its Application to COVID-19. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j3]Weiwen Wu
DRONE: Dual-Domain Residual-based Optimization NEtwork for Sparse-View CT Reconstruction. IEEE Trans. Medical Imaging 40(11): 3002-3014 (2021) - [i3]Luyang Luo, Hao Chen, Yongjie Xiao, Yanning Zhou, Xi Wang, Varut Vardhanabhuti, Mingxiang Wu, Pheng-Ann Heng:
Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs. CoRR abs/2104.10553 (2021) - 2020
- [j2]Kang K. Yan, Xiaofei Wang, Wendy W. T. Lam
Radiomics analysis using stability selection supervised component analysis for right-censored survival data. Comput. Biol. Medicine 124: 103959 (2020) - [c2]Richard Du, Varut Vardhanabhuti:
3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks. MIDL 2020: 174-192 - [d6]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction Networks. Version 1. Zenodo, 2020 [all versions] - [d5]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction Networks. Version 2. Zenodo, 2020 [all versions] - [d4]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction Networks. Version 3. Zenodo, 2020 [all versions] - [d3]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction Networks. Version 4. Zenodo, 2020 [all versions] - [d2]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction Networks. Version 5. Zenodo, 2020 [all versions] - [d1]Weiwen Wu
Stabilizing Deep Tomographic Reconstruction. Version 6. Zenodo, 2020 [all versions] - [i2]Weiwen Wu, Dianlin Hu, Hengyong Yu, Hongming Shan, Shaoyu Wang, Wenxiang Cong, Chuang Niu, Pingkun Yan, Vince Vardhanabhuti, Ge Wang:
Stabilizing Deep Tomographic Reconstruction Networks. CoRR abs/2008.01846 (2020)
2010 – 2019
- 2019
- [j1]Weiwen Wu
Improved Material Decomposition With a Two-Step Regularization for Spectral CT. IEEE Access 7: 158770-158781 (2019) - [c1]Zhiyu Liu, Wenhao Jiang
A Two-Stage Approach for Automated Prostate Lesion Detection and Classification with Mask R-CNN and Weakly Supervised Deep Neural Network. AIRT@MICCAI 2019: 43-51 - [i1]Weiwen Wu, Peijun Chen, Vince Vardhanabhuti, Weifei Wu, Hengyong Yu:
Improved Material Decomposition with a Two-step Regularization for spectral CT. CoRR abs/1910.05259 (2019)
Coauthor Index
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