Publications

Peer-reviewed journal articles, conference papers, public datasets, and ongoing manuscripts spanning artificial intelligence, optimization, healthcare, manufacturing, and decision science.

Google Scholar

7Journal articles

7Conference papers

1Public dataset

3Manuscripts under review

Peer reviewed

Journal articles

7 publications

Understanding Knowledge Transferability in Differentiable Architecture Search for Skin Lesion Diagnosis

Vo, A., He, L., Eskorouchi, A., and Wang, H.

IISE Transactions on Healthcare Systems Engineering, 16(1), 71-90, 2026.

DOI Project page

Dempster-Shafer-Informed Levelized Cost of Energy: A Robust Approach for Energy Portfolio Optimization under Deep Uncertainty

Mohammadi, E., Karimi, M. H., Eskorouchi, A., and Ghanbari, H.

Results in Engineering, 28, 107756, 2025.

DOI

Exploring the Evolution of Robust Portfolio Optimization: A Scientometric Analysis

Eskorouchi, A., Ghanbari, H., and Mohammadi, E.

Iranian Journal of Accounting, Auditing and Finance, 2023.

DOI

Investigating the Effect of US Dollar, Gold and Oil Prices on the Stock Market

Ghanbari, H., Larni Fooeik, A. M.,Eskorouchi, A., and Mohammadi, E.

Journal of Future Sustainability, 2(3), 97-104, 2022.

DOI

A Robust Linear Model for the Maximum Expected Coverage Location Problem Considering the Relative Coverage

Karimi, M. H., Mohammadi, E., Jafari, H., Ghaeli, M. R., andEskorouchi, A.

Journal of Future Sustainability, 2(2), 39-48, 2022.

DOI

Robust Portfolio Optimization Based on Evidence Theory

Eskorouchi, A., Mohammadi, E., and Sadjadi, S. J.

Scientia Iranica, 2022.

DOI

Uncertain Portfolio Optimization Based on Dempster-Shafer Theory

Eskorouchi, A. and Mohammadi, E.

Management Science Letters, 12(3), 207-214, 2022.

DOI

Published in proceedings

Conference papers

7 publications

DA-GMGENet: A Domain Adaptation Framework for 3D CT-Based ECE Identification in Head and Neck Cancer

Wang, Y., Pias, A. S., Eskorouchi, A., Duggar, W. N., Wang, H., and Fan, L.-W.

IEEE International Symposium on Biomedical Imaging, London, United Kingdom, 2026, pp. 1-4.

DOI

An Edge Artificial Intelligence System for Wood Chip Quality Evaluation

Eskorouchi, A., Bhattarai, P., Rahman, A., Marufuzzaman, M., Street, J. T., and Wang, H.

IISE Annual Conference & Expo, Arlington, Texas, 2026, pp. 1-6.

Paper Project page

Machine Learning-Based Polysomnography Data Analysis for ADHD Diagnosis: A Focus on Sleep Stage-Based Biomarkers

Eskorouchi, A., Wang, H., Lee, J. W., Nayak, V. H., Ojeda, N. B., and Fan, L.-W.

IEEE International Symposium on Biomedical Imaging, Houston, Texas, 2025, pp. 1-4.

DOI Poster Project page

Enhanced DETR-Based Framework for Automated Wood Chip Size Distribution Estimation in High Volume Biomass Manufacturing

Eskorouchi, A., Rahman, A., Street, J. T., Marufuzzaman, M., and Wang, H.

Flexible Automation and Intelligent Manufacturing, Springer, 2025, pp. 540-548.

DOI Poster Related project

Knowledge-Informed Automated Extracapsular Extension Detection in Head and Neck Cancer

Eskorouchi, A., Duggar, W. N., and Wang, H.

IISE Annual Conference & Expo, Atlanta, Georgia, 2025, pp. 1-6.

Paper Project page

Automated Wood Chip Size Estimation with YOLO-Based Object Detection

Eskorouchi, A., Rahman, A., Marufuzzaman, M., Street, J. T., and Wang, H.

IISE Annual Conference & Expo, Atlanta, Georgia, 2025, pp. 1-6.

Paper Related project

Wood Chip Moisture Content Assessment Using Infrared Image-Based Machine Learning

Rahman, A., Eskorouchi, A., Street, J. T., Wooten, J., Marufuzzaman, M., and Wang, H.

ASABE International Meeting, Anaheim, California, 2024, pp. 1-12.

Poster Related project

Open research resource

Data publication

1 dataset

WoodChip-Detection: A Public Dataset for Dense Wood Chip Detection and Instance Segmentation

Eskorouchi, A., Street, J. T., Wooten, J., Marufuzzaman, M., and Wang, H.

Zenodo, Version 1.0, 2026.

Dataset Related project

Ongoing scholarship

Manuscripts under review

3 manuscripts

Supporting project and data links are provided where public materials are available. Manuscript links will be added after publication.

First review

Distributionally Constrained Visual Quality Measurement Using Unbalanced Optimal Transport: Wood-Chip Size Estimation for Manufacturing Process Monitoring

Eskorouchi, A., Street, J. T., Wang, H., and Marufuzzaman, M.

Submitted to Decision Support Systems.

Project page Dataset Code

First review

WoodChip-MC and WoodChip-Detection: Public Image Datasets for Vision-Based Wood Chip Quality Evaluation

Eskorouchi, A., Rahman, A., Street, J., Marufuzzaman, M., and Wang, H.

Submitted to Scientific Data.

Dataset Related system

First review

Knowledge-Informed Constrained Learning for Data-Efficient Extracapsular Extension Assessment in Head and Neck CT

Eskorouchi, A., Duggar, W. N., and Wang, H.

Submitted to Medical Image Analysis.

Project page Code

Additional scholarly output

Selected peer-reviewed abstract

1 abstract

Knowledge-Informed Deep Learning for Accurate and Interpretable Extracapsular Extension Detection in Head and Neck Squamous Cell Carcinoma

Eskorouchi, A., Duggar, W. N., and Wang, H.

American Association of Physicists in Medicine Annual Meeting; abstract published in Medical Physics, 52(10), e70059111, 2025.

Abstract Related project

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