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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 17, 2018
Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep LearningTian Xia, Ashnil Kumar, Dagan Feng, et al.
IEEE Transactions on Medical Imaging|June 21, 2019
Co-Learning Feature Fusion Maps from PET-CT Images of Lung CancerAshnil Kumar, Michael Fulham, Dagan Feng, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 9, 2015
Efficient PET-CT image retrieval using graphs embedded into a vector spaceAshnil Kumar, Jinman Kim, Michael Fulham, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|February 1, 2013
A graph-based approach to the retrieval of volumetric PET-CT lung imagesAshnil Kumar, Jinman Kim, Lingfeng Wen, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 17, 2018
Controlled Synthesis of Dermoscopic Images via a New Color Labeled Generative Style Transfer Network to Enhance Melanoma SegmentationYucong Chi, Lei Bi, Jinman Kim, et al.
IEEE Journal of Biomedical and Health Informatics|January 24, 2017
An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image ClassificationAshnil Kumar, Jinman Kim, David Lyndon, et al.
Medical Image Analysis|January 1, 2014
A graph-based approach for the retrieval of multi-modality medical imagesAshnil Kumar, Jinman Kim, Lingfeng Wen, et al.
IEEE Transactions on Medical Imaging|February 4, 2020
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature AugmentationEuijoon Ahn, Ashnil Kumar, Michael Fulham, et al.
Medical Image Analysis|June 24, 2019
Convolutional sparse kernel network for unsupervised medical image analysisEuijoon Ahn, Ashnil Kumar, Michael Fulham, et al.
International Journal of Computer Assisted Radiology and Surgery|May 8, 2013
Designing user interfaces to enhance human interpretation of medical content-based image retrieval: application to PET-CT imagesAshnil Kumar, Jinman Kim, Lei Bi, et al.
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