Ashnil Kumar
Title
Cited by
Cited by
Year
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
2832017
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
1792013
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
1572017
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
982017
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
682017
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
612016
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
572019
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
452016
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
392017
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks
L Bi, J Kim, A Kumar, D Feng
arXiv preprint arXiv:1704.02703, 2017
392017
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
382014
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
332016
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
312017
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
302020
X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid
E Ahn, A Kumar, J Kim, C Li, D Feng, M Fulham
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 855-858, 2016
272016
A visual analytics approach using the exploration of multidimensional feature spaces for content-based medical image retrieval
A Kumar, F Nette, K Klein, M Fulham, J Kim
IEEE journal of biomedical and health informatics 19 (5), 1734-1746, 2014
272014
Cellular automata and anisotropic diffusion filter based interactive tumor segmentation for positron emission tomography
L Bi, J Kim, L Wen, A Kumar, M Fulham, DD Feng
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
252013
Convolutional sparse kernel network for unsupervised medical image analysis
E Ahn, A Kumar, M Fulham, D Feng, J Kim
Medical image analysis 56, 140-151, 2019
202019
Convolutional sparse kernel network for unsupervised medical image analysis
E Ahn, A Kumar, M Fulham, D Feng, J Kim
Medical image analysis 56, 140-151, 2019
202019
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
202017
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Articles 1–20