Publications by authors named "Arcot Sowmya"

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Eye-tracking correlates of response to joint attention in preschool children with autism spectrum disorder.
Ryan Anthony de Belen, Hannah Pincham, Antoinette Hodge, Natalie Silove, Arcot Sowmya, Tomasz Bednarz, Valsamma Eapen

BMC Psychiatry· March 2023

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A robust deep learning framework for cerebral microbleeds recognition in GRE and SWI MRI.
Tahereh Hassanzadeh, Sonal Sachdev, Wei Wen, Perminder S Sachdev, Arcot Sowmya

Neuroimage Clin· December 2025

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Multiscale attention generative adversarial networks for lesion synthesis in chest X-ray images.
Md Shariful Alam, Erik Meijering, Dadong Wang, Arcot Sowmya

Sci Rep· November 2025

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GRAPHITE: Graph-based interpretable tissue examination for enhanced explainability in breast cancer histopathology.
Raktim Kumar Mondol, Ewan K A Millar, Peter H Graham, Lois Browne, Arcot Sowmya

Comput Biol Med· October 2025

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Optimising Generalisable Deep Learning Models for CT Coronary Segmentation: A Multifactorial Evaluation.
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Chi Shen, Dona Adikari, Arcot Sowmya

J Imaging Inform Med· September 2025

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LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification.
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Daniel Moses, Dona Adikari, Arcot Sowmya

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Benchmarking ensemble machine learning algorithms for multi-class, multi-omics data integration in clinical outcome prediction.
Annette Spooner, Mohammad Karimi Moridani, Barbra Toplis, Jason Behary, Azadeh Safarchi, Arcot Sowmya

Brief Bioinform· March 2025

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 - a large-scale dataset of 3D medical shapes for computer vision.
Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner, Arcot Sowmya

Biomed Tech (Berl)· February 2025

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Predicting visual field global and local parameters from OCT measurements using explainable machine learning.
Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Erik Meijering

Sci Rep· February 2025

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Identifying risk factors for Alzheimer's disease from multivariate longitudinal clinical data using temporal pattern mining.
Annette Spooner, Gelareh Mohammadi, Perminder S Sachdev, Henry Brodaty, Arcot Sowmya

BMC Bioinformatics· February 2025

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OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning.
Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Michael Kalloniatis

Sci Rep· January 2025

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Attention-based multi-residual network for lung segmentation in diseased lungs with custom data augmentation.
Md Shariful Alam, Dadong Wang, Yulia Arzhaeva, Jesse Alexander Ende, Joanna Kao, Arcot Sowmya

Sci Rep· November 2024

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Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer.
Ziping Chu, Sonit Singh, Arcot Sowmya

J Imaging Inform Med· October 2024

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BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion.
Raktim Kumar Mondol, Ewan K A Millar, Arcot Sowmya, Erik Meijering

IEEE J Biomed Health Inform· September 2024

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AMFP-net: Adaptive multi-scale feature pyramid network for diagnosis of pneumoconiosis from chest X-ray images.
Md Shariful Alam, Dadong Wang, Arcot Sowmya

Artif Intell Med· August 2024

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DLA-Net: dual lesion attention network for classification of pneumoconiosis using chest X-ray images.
Md Shariful Alam, Dadong Wang, Arcot Sowmya

Sci Rep· May 2024

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Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases.
Md Mahmudul Hasan, Jack Phu, Arcot Sowmya, Erik Meijering, Michael Kalloniatis

Clin Exp Optom· March 2024

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Using visual attention estimation on videos for automated prediction of autism spectrum disorder and symptom severity in preschool children.
Ryan Anthony J de Belen, Valsamma Eapen, Tomasz Bednarz, Arcot Sowmya

PLoS One· February 2024

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A Multi-Scale Context Aware Attention Model for Medical Image Segmentation.
Md Shariful Alam, Dadong Wang, Qiyu Liao, Arcot Sowmya

IEEE J Biomed Health Inform· August 2023

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Drusen-aware model for age-related macular degeneration recognition.
Junjun Pan, Sharon Ho, Angelica Ly, Michael Kalloniatis, Arcot Sowmya

Ophthalmic Physiol Opt· July 2023

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Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.
Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya

J Med Syst· July 2023

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Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency.
Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

IEEE Trans Med Imaging· May 2023

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: An Efficient Deep Learning Architecture to Predict Gene Expression from Breast Cancer Histopathology Images.
Raktim Kumar Mondol, Ewan K A Millar, Peter H Graham, Lois Browne, Arcot Sowmya

Cancers (Basel)· April 2023

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Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging.
Jianwen Song, Kai Liu, Arcot Sowmya, Changming Sun

IEEE Trans Image Process· January 2023

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