Publications by authors named "Ashnil Kumar"

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An artificial intelligence algorithm for the classification of sphenoid sinus pneumatisation on sinus computed tomography scans.
Alon Taylor, Al-Rahim Habib, Ashnil Kumar, Eugene Wong, Zubair Hasan

Clin Otolaryngol· November 2023

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Convolutional Neural Networks in ENT Radiology: Systematic Review of the Literature.
Zubair Hasan, Seraphina Key, Al-Rahim Habib, Eugene Wong, Layal Aweidah, Ashnil Kumar

Ann Otol Rhinol Laryngol· April 2023

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Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images.
Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim

IEEE Trans Med Imaging· November 2022

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Clinical applications of machine learning in predicting 3D shapes of the human body: a systematic review.
Joyce Zhanzi Wang, Jonathon Lillia, Ashnil Kumar, Paula Bray, Jinman Kim

BMC Bioinformatics· October 2022

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Artificial intelligence to classify ear disease from otoscopy: A systematic review and meta-analysis.
Al-Rahim Habib, Majid Kajbafzadeh, Zubair Hasan, Eugene Wong, Hasantha Gunasekera, Ashnil Kumar

Clin Otolaryngol· May 2022

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An Artificial Intelligence Computer-vision Algorithm to Triage Otoscopic Images From Australian Aboriginal and Torres Strait Islander Children.
Al-Rahim Habib, Graeme Crossland, Hemi Patel, Eugene Wong, Kelvin Kong, Ashnil Kumar

Otol Neurotol· April 2022

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Fused feature signatures to probe tumour radiogenomics relationships.
Tian Xia, Ashnil Kumar, Michael Fulham, Dagan Feng, Yue Wang

Sci Rep· February 2022

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Predicting distant metastases in soft-tissue sarcomas from PET-CT scans using constrained hierarchical multi-modality feature learning.
Yige Peng, Lei Bi, Ashnil Kumar, Michael Fulham, Dagan Feng

Phys Med Biol· December 2021

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Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation.
Xiaohang Fu, Lei Bi, Ashnil Kumar, Michael Fulham, Jinman Kim

IEEE J Biomed Health Inform· September 2021

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Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation.
Euijoon Ahn, Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim

IEEE Trans Med Imaging· July 2020

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An Automated Framework for Large Scale Retrospective Analysis of Ultrasound Images.
Pradeeba Sridar, Ashnil Kumar, Ann Quinton, Narelle June Kennedy, Ralph Nanan

IEEE J Transl Eng Health Med· November 2019

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Convolutional sparse kernel network for unsupervised medical image analysis.
Euijoon Ahn, Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim

Med Image Anal· August 2019

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A deep learning technique for imputing missing healthcare data.
Son Phung, Ashnil Kumar, Jinman Kim

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns.
Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael Fulham, Jinman Kim

IEEE Trans Med Imaging· June 2019

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Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer.
Ashnil Kumar, Michael Fulham, Dagan Feng, Jinman Kim

IEEE Trans Med Imaging· June 2019

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A direct volume rendering visualization approach for serial PET-CT scans that preserves anatomical consistency.
Younhyun Jung, Jinman Kim, Lei Bi, Ashnil Kumar, David Dagan Feng

Int J Comput Assist Radiol Surg· May 2019

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Decision Fusion-Based Fetal Ultrasound Image Plane Classification Using Convolutional Neural Networks.
Pradeeba Sridar, Ashnil Kumar, Ann Quinton, Ralph Nanan, Jinman Kim, Ramarathnam Krishnakumar

Ultrasound Med Biol· May 2019

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Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning.
Tian Xia, Ashnil Kumar, Dagan Feng, Jinman Kim

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Controlled Synthesis of Dermoscopic Images via a New Color Labeled Generative Style Transfer Network to Enhance Melanoma Segmentation.
Yucong Chi, Lei Bi, Jinman Kim, Dagan Feng, Ashnil Kumar

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images.
Euijoon Ahn, Jinman Kim, Lei Bi, Ashnil Kumar, Changyang Li

IEEE J Biomed Health Inform· November 2017

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Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies.
Lei Bi, Jinman Kim, Ashnil Kumar, Lingfeng Wen, Dagan Feng

Comput Med Imaging Graph· September 2017

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Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks.
Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael Fulham

IEEE Trans Biomed Eng· September 2017

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Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets.
Pradeeba Sridar, Ashnil Kumar, Changyang Li, Joyce Woo, Ann Quinton, R Krishna Kumar

IEEE J Biomed Health Inform· July 2017

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An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.
Ashnil Kumar, Jinman Kim, David Lyndon, Michael Fulham, Dagan Feng

IEEE J Biomed Health Inform· January 2017

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Efficient visibility-driven medical image visualisation via adaptive binned visibility histogram.
Younhyun Jung, Jinman Kim, Ashnil Kumar, David Dagan Feng, Michael Fulham

Comput Med Imaging Graph· July 2016

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