Akshatha Mohan

Publications

Selected papers in medical imaging AI, explainable AI, and texture-driven vision methods.

Manuscript in Progress Duke manuscript visual

Task-Driven Evaluation of Image Quality Metrics for Lung CT AI Workflows

A. Mohan, collaborators

Comprehensive analysis of structural, perceptual, and statistical IQA behavior across NLST, VLST, and DLCS tasks.

SPIE 2024 SPIE lung cells paper

Texture Analysis of Lung Cell Morphology After Nanoparticle Exposure

A. Mohan, T. Jefferis, C. Sayes, J. Peeples

CVPRW 2024 CVPRW paper

Lacunarity Pooling Layers for Plant Image Classification Using Texture Analysis

A. Mohan, J. Peeples

Paper link

ICMLA 2024 ICMLA paper

Spatial Transformer Network YOLO Model for Agricultural Object Detection

Y. Zambre, E. Rajkitkul, A. Mohan, J. Peeples

Paper link

IGARSS 2023 IGARSS paper

Quantitative Analysis of Primary Attribution Explainable AI Methods for Remote Sensing Image Classification

A. Mohan, J. Peeples

Paper link