Adirek Munthuli - Publications

A Fundus-Based Color Mapping Method to Optimize RNFL Clock Hours for Glaucoma Screening.

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

GlauCUTU-WebXR: Virtual Reality Visual Field Perimetry System Embedded with Enhanced Humphrey Field Analyzer Prediction Models for Glaucoma Screening in Resource-limited Settings.

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

ReLAC: A Transformation Methodology for Automated Optic Disc Tilt and Torsion Correction and Circularity Improvement in Fundus Images.

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

Intravenous extravasation report generation using deep learning, generative artificial intelligence, and visual question answering techniques.

Journal: Scientific reports

Published: September 16, 2025

RUOK: Recuration of a Public Dataset Utilized to Optimize Knowledge for Multi-label Chest X-ray Disease Screening.

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

Published: March 05, 2025

Enhanced RNFL Thickness Estimation with Cost Function Approach from Fundus Images via TSNIT Graph Mapping.

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

Published: March 05, 2025

Fundus-Based RNFL Quadrant Map Generation Using Depth Estimation.

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

Published: March 05, 2025

Automated Alzheimer's, Mild Cognitive Impairment, and Normal Aging Screening using Polar Transformation of Optic Disc and Central Zone of Fundus Images.

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

Published: March 05, 2025

Redefining the Classification of Extravasation Severity Using CLIP Linear Probe with Few-shot Instances.

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

Published: March 05, 2025

Optimizing deep learning models for glaucoma screening with vision transformers for resource efficiency and the pie augmentation method.

Journal: PloS one

Published: December 18, 2023

3-LbNets: Tri-Labeling Deep Convolutional Neural Network for the Automated Screening of Glaucoma, Glaucoma Suspect, and No Glaucoma in Fundus Images.

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 12, 2023

Alzheimer's Together with Mild Cognitive Impairment Screening Using Polar Transformation of Middle Zone of Fundus Images Based Deep Learning.

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 12, 2023