Arcot L. Sowmya - Publications

CytoAL: Towards Label-Efficient Cytology Diagnosis via Cellularity-Guided Active Learning.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: August 11, 2026

Medical hierarchical image classification via dual-geometry image-text learning.

Journal: Medical image analysis

Published: January 24, 2026

LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A lightweight network for segmenting tree-like structures in medical images.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: November 26, 2025

OCT-based optic neuropathy diagnosis using explainable and privacy-preserving machine learning.

Journal: Scientific reports

Published: November 13, 2025

Printed Circuit Board Defect Detection Based on Lightweight Deep Learning Fusion Model.

Journal: Sensors (Basel, Switzerland)

Published: October 14, 2025

Multiscale attention generative adversarial networks for lesion synthesis in chest X-ray images.

Journal: Scientific reports

Published: August 26, 2025

Optimising Generalisable Deep Learning Models for CT Coronary Segmentation: A Multifactorial Evaluation.

Journal: Journal of imaging informatics in medicine

Published: May 23, 2025

A robust deep learning framework for cerebral microbleeds recognition in GRE and SWI MRI.

Journal: NeuroImage. Clinical

Published: May 05, 2025

GRAPHITE: Graph-based interpretable tissue examination for enhanced explainability in breast cancer histopathology.

Journal: Computers in biology and medicine

Published: January 09, 2025

Benchmarking ensemble machine learning algorithms for multi-class, multi-omics data integration in clinical outcome prediction.

Journal: Briefings in bioinformatics

Published: November 19, 2024

Emerging interest in science during early childhood period and evaluating its effectiveness.

Journal: Scientific reports

Published: November 06, 2024