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Arcot Sowmya

university of new south wales

31H-index
401Paper Count
5.4KCitation Count
Published Papers 65
Publication Date
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MSSFFE-Net: a fine-grained object recognition network based on multi-scale spatial-frequency domain feature enhancement
errComplex & Intelligent Systems
IF4.6
err2026-08-14
err0
errOAAI
errYimeng Wang; Jie Ren; Changming Sun; Arcot Sowmya; Changmiao Li; Weichuan Zhang
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errSave
CytoAL: Toward Label-Efficient Cytology Diagnosis via Cellularity-Guided Active Learning
errIEEE Transactions on Image Processing
IF13.7
err2026-08-11
err0
PREAI
errJunchao Zhu; Yiqing Shen; Rui Fei Du; Arcot Sowmya; Wei Zhang; Caifeng Wan; Jing Ke
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errSave
A lightweight network for segmenting tree-like structures in medical images
errComputerized Medical Imaging and Graphics
IF4.9
err2026-07-04
err0
errOAAI
errIrfan Dwiki Bhaswara; Sonit Singh; Arcot Sowmya; Erik Meijering
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errSave
OCT-based optic neuropathy diagnosis using explainable and privacy-preserving machine learning
errScientific Reports
IF3.9
err2026-05-26
err0
errOAAI
errMd Mahmudul Hasan; Jack Phu; Henrietta Wang; Michael Kalloniatis; Erik Meijering; Arcot Sowmya
errShare
errSave
Medical hierarchical image classification via dual-geometry image–text learning
errMedical Image Analysis
IF11.8
err2026-04-30
err0
errOAAI
errLei Fan; Arcot Sowmya; Erik Meijering; Zhen Yu; Zongyuan Ge; Yang Song
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errSave
Multiple attention based deep multimodal fusion network for glaucoma and neurodegenerative disease diagnosis
errScientific Reports
IF3.9
err2026-04-26
err0
errOAAI
errMd Mahmudul Hasan; Jack Phu; Henrietta Wang; Michael Kalloniatis; Arcot Sowmya; Erik Meijering
errShare
errSave
UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errXu, Hongyan; Sowmyal, Arcot; Katz, Ian; Wang, Dadong
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errSave
Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errHao; Singh, Sonit; Gharleghi, Ramtin; Sowmya, Arcot; Beier, Susann
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errSave
Multiscale Recursive Graph Transformer for Retinal Vessel Segmentation
errNEURAL INFORMATION PROCESSING, ICONIP 2025, PT V
IF0
err2026-01-01
err0
PREAI
errJaved, Syed; Meijering, Erik; Sowmya, Arcot; Razzak, Imran
errShare
errSave
Efficient transformer with compressed-attention for stereo image super-resolution
errKnowledge-Based Systems
IF7.6
err2025-11-05
err0
errOAAI
errJianwen Song; Arcot Sowmya; Weichuan Zhang; Changming Sun
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errSave
GRAPHITE: Graph-based interpretable tissue examination for enhanced explainability in breast cancer histopathology
errComputers in Biology and Medicine
IF6.3
err2025-09-25
err0
PREAI
errRaktim Kumar Mondol; Ewan K.A. Millar; Peter H. Graham; Lois Browne; Arcot Sowmya; Erik Meijering
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errSave
Optimising Generalisable Deep Learning Models for CT Coronary Segmentation: A Multifactorial Evaluation
errJournal of Imaging Informatics in Medicine
IF0
err2025-09-18
err0
errOAAI
errShisheng Zhang; Ramtin Gharleghi; Sonit Singh; Chi Shen; Dona Adikari; Mingzi Zhang; Daniel Moses; Dominic Vickers; Arcot Sowmya; Susann Beier
errShare
errSave
A robust deep learning framework for cerebral microbleeds recognition in GRE and SWI MRI
errneuroimage clinical
IF0
err2025-08-27
err0
errOAAI
errTahereh Hassanzadeh; Sonal Sachdev; Wei Wen; Perminder S. Sachdev; Arcot Sowmya
errShare
errSave
Efficient frequency feature aggregation transformer for image super-resolution
errPATTERN RECOGNITION
IF7.6
err2025-05-29
err0
errOAAI
errSong, Jianwen; Sowmya, Arcot; Sun, Changming
errShare
errSave
Universal phase retrieval transformer for single-pattern structured light three-dimensional imaging
errOPTICS AND LASERS IN ENGINEERING
IF3.7
err2025-05-01
err0
errOAAI
errSong, Jianwen; Liu, Kai; Sowmya, Arcot; Sun, Changming
errShare
errSave
Identifying risk factors for Alzheimer's disease from multivariate longitudinal clinical data using temporal pattern mining
errBMC BIOINFORMATICS
IF3.3
err2025-02-17
err0
errOAAI
errSpooner, Annette; Mohammadi, Gelareh; Sachdev, Perminder S.; Brodaty, Henry; Sowmya, Arcot
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errSave
Predicting visual field global and local parameters from OCT measurements using explainable machine learning
errSCIENTIFIC REPORTS
IF3.9
err2025-02-16
err1
errOAAI
errHasan, Md Mahmudul; Phu, Jack; Wang, Henrietta; Sowmya, Arcot; Meijering, Erik; Kalloniatis, Michael
errShare
errSave
OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning
errSCIENTIFIC REPORTS
IF3.9
err2025-01-28
err1
errOAAI
errHasan, Md Mahmudul; Phu, Jack; Wang, Henrietta; Sowmya, Arcot; Kalloniatis, Michael; Meijering, Erik
errShare
errSave
Attention-based multi-residual network for lung segmentation in diseased lungs with custom data augmentation
errSCIENTIFIC REPORTS
IF3.9
err2024-11-22
err1
errOAAI
errAlam, Md. Shariful; Wang, Dadong; Arzhaeva, Yulia; Ende, Jesse Alexander; Kao, Joanna; Silverstone, Liz; Yates, Deborah; Salvado, Olivier; Sowmya, Arcot
errShare
errSave
Efficient masked feature and group attention network for stereo image super-resolution
errIMAGE AND VISION COMPUTING
IF4.2
err2024-11-01
err0
errOAAI
errSong, Jianwen; Sowmya, Arcot; Kato, Jien; Sun, Changming
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
P
Perminder S. Sachdev
H-index: 147 · Papers: 1.8K
D
Dinggang Shen
H-index: 143 · Papers: 2.1K
H
Henry Brodaty
H-index: 126 · Papers: 1.4K
J
Julian N. Trollor
H-index: 76 · Papers: 546
D
David M. Thomas
H-index: 76 · Papers: 608
View more