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Ashnil Kumar
Ashnil Kumar
Lead ML Engineer, Harrison.ai; Honorary Lecturer, Biomedical Engineering, Sydney Uni
Подтвержден адрес электронной почты в домене sydney.edu.au
Название
Процитировано
Процитировано
Год
An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification
A Kumar, J Kim, D Lyndon, M Fulham, D Feng
IEEE Journal of Biomedical and Health Informatics 21 (1), 31-40, 2017
5942017
Dermoscopic image segmentation via multistage fully convolutional networks
L Bi, J Kim, E Ahn, A Kumar, M Fulham, D Feng
IEEE Transactions on Biomedical Engineering 64 (9), 2065-2074, 2017
3572017
Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data
A Kumar, J Kim, W Cai, M Fulham, D Feng
Journal of digital imaging 26 (6), 1025-1039, 2013
2802013
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer
A Kumar, M Fulham, D Feng, J Kim
IEEE Transactions on Medical Imaging, 2020
2242020
Step-wise integration of deep class-specific learning for dermoscopic image segmentation
L Bi, J Kim, E Ahn, A Kumar, D Feng, M Fulham
Pattern Recognition 85, 78-89, 2019
1922019
Synthesis of positron emission tomography (PET) images via multi-channel generative adversarial networks (GANs)
L Bi, J Kim, A Kumar, D Feng, M Fulham
Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017
1892017
Saliency-based lesion segmentation via background detection in dermoscopic images
E Ahn, J Kim, L Bi, A Kumar, C Li, M Fulham, DD Feng
IEEE journal of biomedical and health informatics 21 (6), 1685-1693, 2017
1712017
Multimodal spatial attention module for targeting multimodal PET-CT lung tumor segmentation
X Fu, L Bi, A Kumar, M Fulham, J Kim
IEEE Journal of Biomedical and Health Informatics 25 (9), 3507-3516, 2021
1232021
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks
L Bi, J Kim, A Kumar, D Feng
arXiv preprint arXiv:1704.02703, 2017
1072017
Transfer learning of a convolutional neural network for HEp-2 cell image classification
HTH Phan, A Kumar, J Kim, D Feng
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1208-1211, 2016
962016
Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies
L Bi, J Kim, A Kumar, L Wen, D Feng, M Fulham
Computerized Medical Imaging and Graphics 60, 3-10, 2017
792017
Adapting content-based image retrieval techniques for the semantic annotation of medical images
A Kumar, S Dyer, J Kim, C Li, PHW Leong, M Fulham, D Feng
Computerized Medical Imaging and Graphics 49, 37-45, 2016
642016
Decision Fusion-Based Fetal Ultrasound Image Plane Classification Using Convolutional Neural Networks
P Sridar, A Kumar, A Quinton, R Nanan, J Kim, R Krishnakumar
Ultrasound in medicine & biology 45 (5), 1259-1273, 2019
632019
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation
E Ahn, A Kumar, M Fulham, D Feng, J Kim
IEEE transactions on medical imaging 39 (7), 2385-2394, 2020
612020
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation
L Bi, J Kim, A Kumar, M Fulham, D Feng
The Visual Computer 33 (6), 1061-1071, 2017
552017
Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks
A Kumar, P Sridar, A Quinton, RK Kumar, D Feng, R Nanan, J Kim
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 791-794, 2016
522016
High-dimensional data visualization by interactive construction of low-dimensional parallel coordinate plots
T Itoh, A Kumar, K Klein, J Kim
Journal of Visual Languages & Computing 43, 1-13, 2017
512017
A graph-based approach for the retrieval of multi-modality medical images
A Kumar, J Kim, L Wen, M Fulham, D Feng
Medical image analysis 18 (2), 330-342, 2014
512014
A deep learning technique for imputing missing healthcare data
S Phung, A Kumar, J Kim
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
492019
Unsupervised Deep Transfer Feature Learning for Medical Image Classification
E Ahn, A Kumar, D Feng, M Fulham, J Kim
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
432019
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Статьи 1–20