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Ashnil Kumar

University of Sydney

26H指数
78论文数
2.9K被引数
收录论文 20
发表时间
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Precision and Generalisability of AI Model Performance for Prostate Gleason Grading and Quantification
errLABORATORY INVESTIGATION
IF4.2
err2025-03-01
err0
PREAI
errMaclean, Fiona; Phang, Melinda; Kumar, Ashnil
err分享
err收藏
Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images基于图的跨类别和跨模态网络，用于皮肤检查和临床图像中的皮肤病变的多标签分类和黑色素瘤诊断
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2022-11-01
err5
errOAAI
errFu, Xiaohang; Bi, Lei; Kumar, Ashnil; Fulham, Michael; Kim, Jinman
err分享
err收藏
An attention-enhanced cross-task network to analyse lung nodule attributes in CT images用于分析CT图像中肺结节属性的注意力增强跨任务网络
errPATTERN RECOGNITION
IF7.6
err2022-06-01
err22
errOAAI
errFu, Xiaohang; Bi, Lei; Kumar, Ashnil; Fulham, Michael; Kim, Jinman
err分享
err收藏
Fused feature signatures to probe tumour radiogenomics relationships融合特征标记以探测肿瘤放射基因组学关系
errSCIENTIFIC REPORTS
IF3.9
err2022-02-09
err5
errOAAI
errXia, Tian; Kumar, Ashnil; Fulham, Michael; Feng, Dagan; Wang, Yue; Kim, Eun Young; Jung, Younhyun; Kim, Jinman
err分享
err收藏
Predicting distant metastases in soft-tissue sarcomas from PET-CT scans using constrained hierarchical multi-modality feature learning使用受约束的分层多模态特征学习从pet-ct扫描预测软组织肉瘤的远处转移
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2021-12-07
err4
errOAAI
errPeng, Yige; Bi, Lei; Kumar, Ashnil; Fulham, Michael; Feng, Dagan; Kim, Jinman
err分享
err收藏
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation用于靶向多模态pet-ct肺部肿瘤分割的多模态空间注意模块
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-09-01
err90
errOAAI
errFu, Xiaohang; Bi, Lei; Kumar, Ashnil; Fulham, Michael; Kim, Jinman
err分享
err收藏
Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer肺癌pet-ct图像的共学习特征融合图
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-01-01
err141
errOAAI
errKumar, Ashnil; Fulham, Michael; Feng, Dagan; Kim, Jinman
err分享
err收藏
Convolutional sparse kernel network for unsupervised medical image analysis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2019-08-01
err24
errOAAI
errAhn, Euijoon; Kumar, Ashnil; Fulham, Michael; Feng, Dagan; Kim, Jinman
err分享
err收藏
Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2019-06-01
err11
errOAAI
errHa Tran Hong Phan; Kumar, Ashnil; Feng, David; Fulham, Michael; Kim, Jinman
err分享
err收藏
Step-wise integration of deep class-specific learning for dermoscopic image segmentation
errPATTERN RECOGNITION
IF7.6
err2019-01-01
err131
PREAI
errBi, Lei; Kim, Jinman; Ahn, Euijoon; Kumar, Ashnil; Feng, Dagan; Fulham, Michael
err分享
err收藏
An Automated Framework for Large Scale Retrospective Analysis of Ultrasound Images
errIEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE
IF4.4
err2019-01-01
err1
errOAAI
errSridar, Pradeeba; Kumar, Ashnil; Quinton, Ann; Kennedy, Narelle June; Nanan, Ralph; Kim, Jinman
err分享
err收藏
Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images通过皮肤镜图像中的背景检测实现基于显著性的病变分割
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2017-11-01
err103
PREAI
errAhn, Euijoon; Kim, Jinman; Bi, Lei; Kumar, Ashnil; Li, Changyang; Fulham, Michael; Feng, David Dagan
err分享
err收藏
Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2017-09-01
err45
PREAI
errBi, Lei; Kim, Jinman; Kumar, Ashnil; Wen, Lingfeng; Feng, Dagan; Fulham, Michael
err分享
err收藏
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2017-07-01
err12
PREAI
errSridar, Pradeeba; Kumar, Ashnil; Li, Changyang; Woo, Joyce; Quinton, Ann; Benzie, Ron; Peek, Michael J.; Feng, Dagan; Kumar, R. Krishna; Nanan, Ralph; Kim, Jinman
err分享
err收藏
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation
errVISUAL COMPUTER
IF2.9
err2017-05-04
err46
PREAI
errBi, Lei; Kim, Jinman; Kumar, Ashnil; Fulham, Michael; Feng, Dagan
err分享
err收藏
An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification用于医学图像分类的微调卷积神经网络集成
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2017-01-01
err370
PREAI
errKumar, Ashnil; Kim, Jinman; Lyndon, David; Fulham, Michael; Feng, Dagan
err分享
err收藏
Efficient visibility-driven medical image visualisation via adaptive binned visibility histogram
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2016-07-01
err6
PREAI
errJung, Younhyun; Kim, Jinman; Kumar, Ashnil; Feng, David Dagan; Fulham, Michael
err分享
err收藏
Adapting contentz-based image retrieval techniques for the semantic annotation of medical images
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2016-04-01
err41
PREAI
errKumar, Ashnil; Dyer, Shane; Kim, Jinman; Li, Changyang; Leong, Philip H. W.; Fulham, Michael; Feng, Dagan
err分享
err收藏
A Visual Analytics Approach Using the Exploration of Multidimensional Feature Spaces for Content-Based Medical Image Retrieval
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2015-09-01
err18
PREAI
errKumar, Ashnil; Nette, Falk; Klein, Karsten; Fulham, Michael; Kim, Jinman
err分享
err收藏
A graph-based approach for the retrieval of multi-modality medical images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2014-02-01
err32
errOAAI
errKumar, Ashnil; Kim, Jinman; Wen, Lingfeng; Fulham, Michael; Feng, Dagan
err分享
err收藏

研究方向

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合作学者
合作期刊
D
Dagan Feng
H 指数: 76 · 论文数: 965
M
Michael Fulham
H 指数: 60 · 论文数: 405
J
Jinman Kim
H 指数: 47 · 论文数: 411
P
Philip H. W. Leong
H 指数: 42 · 论文数: 286
R
Ralph Nanan
H 指数: 38 · 论文数: 262
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