Ashnil Kumar
Orcid: 0000-0001-6236-7324
According to our database1,
Ashnil Kumar
authored at least 57 papers
between 2011 and 2022.
Collaborative distances:
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Bibliography
2022
Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images.
IEEE Trans. Medical Imaging, 2022
An attention-enhanced cross-task network to analyse lung nodule attributes in CT images.
Pattern Recognit., 2022
Clinical applications of machine learning in predicting 3D shapes of the human body: a systematic review.
BMC Bioinform., 2022
2021
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation.
IEEE J. Biomed. Health Informatics, 2021
Spatio-Temporal Dual-Stream Neural Network for Sequential Whole-Body PET Segmentation.
CoRR, 2021
Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning.
CoRR, 2021
Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT.
CoRR, 2021
2020
IEEE Trans. Medical Imaging, 2020
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation.
IEEE Trans. Medical Imaging, 2020
2019
Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns.
IEEE Trans. Medical Imaging, 2019
Step-wise integration of deep class-specific learning for dermoscopic image segmentation.
Pattern Recognit., 2019
Medical Image Anal., 2019
CoRR, 2019
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification.
CoRR, 2019
A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
CoRR, 2018
Feature of Interest-Based Direct Volume Rendering Using Contextual Saliency-Driven Ray Profile Analysis.
Comput. Graph. Forum, 2018
Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
High-dimensional data visualization by interactive construction of low-dimensional parallel coordinate plots.
J. Vis. Lang. Comput., 2017
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation.
Vis. Comput., 2017
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets.
IEEE J. Biomed. Health Informatics, 2017
An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.
IEEE J. Biomed. Health Informatics, 2017
IEEE J. Biomed. Health Informatics, 2017
IEEE Trans. Biomed. Eng., 2017
An unsupervised long short-term memory neural network for event detection in cell videos.
CoRR, 2017
Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies.
Comput. Medical Imaging Graph., 2017
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs).
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
2016
Adapting content-based image retrieval techniques for the semantic annotation of medical images.
Comput. Medical Imaging Graph., 2016
Efficient visibility-driven medical image visualisation via adaptive binned visibility histogram.
Comput. Medical Imaging Graph., 2016
Transfer learning of a convolutional neural network for HEp-2 cell image classification.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Subfigure and Multi-Label Classification using a Fine-Tuned Convolutional Neural Network.
Proceedings of the Working Notes of CLEF 2016, 2016
An intuitive Sketch-based Transfer Function Design via Contextual and Regional Labelling.
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016
2015
A Visual Analytics Approach Using the Exploration of Multidimensional Feature Spaces for Content-Based Medical Image Retrieval.
IEEE J. Biomed. Health Informatics, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
2014
Medical Image Anal., 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Creating Graph Abstractions for the Interpretation of Combined Functional and Anatomical Medical Images.
Proceedings of the Joint Proceedings of the Fourth International Workshop on Euler Diagrams and the First International Workshop on Graph Visualization in Practice co-located with Diagrams 2014, 2014
Automatic Annotation of Liver CT Images: the Submission of the BMET Group to ImageCLEFmed 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
PhD thesis, 2013
Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data.
J. Digit. Imaging, 2013
Health Inf. Sci. Syst., 2013
Designing user interfaces to enhance human interpretation of medical content-based image retrieval: application to PET-CT images.
Int. J. Comput. Assist. Radiol. Surg., 2013
Cellular automata and anisotropic diffusion filter based interactive tumor segmentation for positron emission tomography.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Graph-based retrieval of multi-modality medical images: A comparison of representations using simulated images.
Proceedings of CBMS 2012, 2012
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011