Ashnil Kumar - RankMe

63 papers B 3Journal 39Unranked 20

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	An attention-enhanced cross-task network to analyse lung nodule attributes in CT images. Pattern Recognit. Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2022	J	`jnl`	Clinical applications of machine learning in predicting 3D shapes of the human body: a systematic review. BMC Bioinform. Joyce Zhanzi Wang, Jonathon Lillia, Ashnil Kumar, Paula Bray, Jinman Kim, Joshua Burns, Tegan L. Cheng
2022	J	`jnl`	Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. IEEE Trans. Medical Imaging Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation. IEEE J. Biomed. Health Informatics Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2021	J	`jnl`	Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning. CoRR Yige Peng, Lei Bi, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2021	J	`jnl`	Spatio-Temporal Dual-Stream Neural Network for Sequential Whole-Body PET Segmentation. CoRR Kai-Chieh Liang, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2020	J	`jnl`	Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer. IEEE Trans. Medical Imaging Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2020	J	`jnl`	Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation. CoRR Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael J. Fulham, Jinman Kim
2020	J	`jnl`	Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation. IEEE Trans. Medical Imaging Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2019	—	`conf`	A deep learning technique for imputing missing healthcare data. EMBC Son Phung, Ashnil Kumar, Jinman Kim
2019	J	`jnl`	A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency. Int. J. Comput. Assist. Radiol. Surg. Younhyun Jung, Jinman Kim, Lei Bi, Ashnil Kumar, David Dagan Feng, Michael J. Fulham
2019	J	`jnl`	Convolutional sparse kernel network for unsupervised medical image analysis. Medical Image Anal. Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2019	—	`conf`	Deep Local-Global Refinement Network for Stent Analysis in IVOCT Images. MICCAI (5) Yuyu Guo, Lei Bi, Ashnil Kumar, Yue Gao, Ruiyan Zhang, Dagan Feng, Qian Wang, Jinman Kim
2019	—	`conf`	Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural Networks. ISBI Ha Tran Hong Phan, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Semi-supervised estimation of event temporal length for cell event detection. CoRR Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Step-wise integration of deep class-specific learning for dermoscopic image segmentation. Pattern Recognit. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2019	—	`conf`	Unsupervised Deep Transfer Feature Learning for Medical Image Classification. ISBI Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Unsupervised Deep Transfer Feature Learning for Medical Image Classification. CoRR Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. CoRR Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
2019	J	`jnl`	Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns. IEEE Trans. Medical Imaging Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael J. Fulham, Jinman Kim
2018	J	`jnl`	Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer. CoRR Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
2018	J	`jnl`	Feature of Interest-Based Direct Volume Rendering Using Contextual Saliency-Driven Ray Profile Analysis. Comput. Graph. Forum Younhyun Jung, Jinman Kim, Ashnil Kumar, David Dagan Feng, Michael J. Fulham
2018	—	`conf`	Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning. EMBC Tian Xia, Ashnil Kumar, Dagan Feng, Jinman Kim
2018	J	`jnl`	Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis. CoRR Euijoon Ahn, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	J	`jnl`	An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification. IEEE J. Biomed. Health Informatics Ashnil Kumar, Jinman Kim, David Lyndon, Michael J. Fulham, David Dagan Feng
2017	J	`jnl`	An unsupervised long short-term memory neural network for event detection in cell videos. CoRR Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael J. Fulham, Jinman Kim
2017	J	`jnl`	Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. CoRR Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng
2017	J	`jnl`	Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets. IEEE J. Biomed. Health Informatics Pradeeba Sridar, Ashnil Kumar, Changyang Li, Joyce Woo, Ann Quinton, Ron Benzie, Michael J. Peek, Dagan Feng, R. Krishna Kumar, Ralph Nanan, Jinman Kim
2017	J	`jnl`	Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies. Comput. Medical Imaging Graph. Lei Bi, Jinman Kim, Ashnil Kumar, Lingfeng Wen, Dagan Feng, Michael J. Fulham
2017	J	`jnl`	Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks. IEEE Trans. Biomed. Eng. Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	J	`jnl`	High-dimensional data visualization by interactive construction of low-dimensional parallel coordinate plots. J. Vis. Lang. Comput. Takayuki Itoh, Ashnil Kumar, Karsten Klein, Jinman Kim
2017	—	`conf`	Neural Captioning for the ImageCLEF 2017 Medical Image Challenges. CLEF (Working Notes) David Lyndon, Ashnil Kumar, Jinman Kim
2017	J	`jnl`	Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images. IEEE J. Biomed. Health Informatics Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li, Michael J. Fulham, David Dagan Feng
2017	J	`jnl`	Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation. Vis. Comput. Lei Bi, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
2017	—	`conf`	Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CMMI/RAMBO/SWITCH@MICCAI Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2017	J	`jnl`	Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CoRR Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
2016	J	`jnl`	Adapting content-based image retrieval techniques for the semantic annotation of medical images. Comput. Medical Imaging Graph. Ashnil Kumar, Shane Dyer, Jinman Kim, Changyang Li, Philip Heng Wai Leong, Michael J. Fulham, Dagan Feng
2016	—	`conf`	An intuitive Sketch-based Transfer Function Design via Contextual and Regional Labelling. CGI (Short Papers) Younhyun Jung, Jinman Kim, Ashnil Kumar, Michael J. Fulham, David Feng
2016	J	`jnl`	Efficient visibility-driven medical image visualisation via adaptive binned visibility histogram. Comput. Medical Imaging Graph. Younhyun Jung, Jinman Kim, Ashnil Kumar, David Dagan Feng, Michael J. Fulham
2016	J	`jnl`	High-Dimensional Data Visualization by Interactive Construction of Low-Dimensional Parallel Coordinate Plots. CoRR Takayuki Itoh, Ashnil Kumar, Karsten Klein, Jinman Kim
2016	—	`conf`	Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks. ISBI Ashnil Kumar, Pradeeba Sridar, Ann Quinton, Ramarathnam Krishna Kumar, Dagan Feng, Ralph Nanan, Jinman Kim
2016	—	`conf`	Subfigure and Multi-Label Classification using a Fine-Tuned Convolutional Neural Network. CLEF (Working Notes) Ashnil Kumar, David Lyndon, Jinman Kim, David Feng
2016	—	`conf`	Transfer learning of a convolutional neural network for HEp-2 cell image classification. ISBI Ha Tran Hong Phan, Ashnil Kumar, Jinman Kim, Dagan Feng
2016	—	`conf`	X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid. ISBI Euijoon Ahn, Ashnil Kumar, Jinman Kim, Changyang Li, Dagan Feng, Michael J. Fulham
2015	J	`jnl`	A Visual Analytics Approach Using the Exploration of Multidimensional Feature Spaces for Content-Based Medical Image Retrieval. IEEE J. Biomed. Health Informatics Ashnil Kumar, Falk Nette, Karsten Klein, Michael J. Fulham, Jinman Kim
2015	—	`conf`	Convolutional Neural Networks for Medical Clustering. CLEF (Working Notes) David Lyndon, Ashnil Kumar, Jinman Kim, Philip Heng Wai Leong, Dagan Feng
2015	—	`conf`	Convolutional Neural Networks for Subfigure Classification. CLEF (Working Notes) David Lyndon, Ashnil Kumar, Jinman Kim, Philip Heng Wai Leong, Dagan Feng
2014	J	`jnl`	A graph-based approach for the retrieval of multi-modality medical images. Medical Image Anal. Ashnil Kumar, Jinman Kim, Lingfeng Wen, Michael J. Fulham, Dagan Feng
2014	—	`conf`	Automatic Annotation of Liver CT Images: the Submission of the BMET Group to ImageCLEFmed 2014. CLEF (Working Notes) Ashnil Kumar, Shane Dyer, Changyang Li, Philip Heng Wai Leong, Jinman Kim
2014	—	`conf`	Creating Graph Abstractions for the Interpretation of Combined Functional and Anatomical Medical Images. ED/GViP@Diagrams Ashnil Kumar, Jinman Kim, Michael J. Fulham, David Dagan Feng
2014	—	`conf`	Efficient PET-CT image retrieval using graphs embedded into a vector space. EMBC Ashnil Kumar, Jinman Kim, Michael J. Fulham, Dagan Feng
2013	—	`—`	A graph-based approach for the retrieval of multi-modality medical images. Ashnil Kumar
2013	J	`jnl`	A patient-centric distribution architecture for medical image sharing. Health Inf. Sci. Syst. Liviu Constantinescu, Jinman Kim, Ashnil Kumar, Daiki Haraguchi, Lingfeng Wen, Dagan Feng
2013	B	`conf`	A web-based medical multimedia visualisation interface for personal health records. CBMS Michael de Ridder, Liviu Constantinescu, Lei Bi, Younhyun Jung, Ashnil Kumar, Jinman Kim, David Dagan Feng, Michael J. Fulham
2013	—	`conf`	Cellular automata and anisotropic diffusion filter based interactive tumor segmentation for positron emission tomography. EMBC Lei Bi, Jinman Kim, Lingfeng Wen, Ashnil Kumar, Michael J. Fulham, David Dagan Feng
2013	J	`jnl`	Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data. J. Digit. Imaging Ashnil Kumar, Jinman Kim, Weidong Cai, Michael J. Fulham, Dagan Feng
2013	J	`jnl`	Designing user interfaces to enhance human interpretation of medical content-based image retrieval: application to PET-CT images. Int. J. Comput. Assist. Radiol. Surg. Ashnil Kumar, Jinman Kim, Lei Bi, Michael J. Fulham, Dagan Feng
2013	B	`conf`	Graph-based retrieval of PET-CT images using vector space embedding. CBMS Ashnil Kumar, Jinman Kim, Dagan Feng, Michael J. Fulham
2012	—	`conf`	A Graph-based approach to the retrieval of volumetric PET-CT lung images. EMBC Ashnil Kumar, Jinman Kim, Lingfeng Wen, Dagan Feng
2012	B	`conf`	Graph-based retrieval of multi-modality medical images: A comparison of representations using simulated images. CBMS Ashnil Kumar, Jinman Kim, Dagan Feng, Michael J. Fulham
2011	—	`conf`	A web-based image viewer for multiple PET-CT follow-up studies. EMBC Daiki Haraguchi, Jinman Kim, Ashnil Kumar, Liviu Constantinescu, Lingfeng Wen, David Dagan Feng