{"id":567,"date":"2023-12-22T14:56:22","date_gmt":"2023-12-22T21:56:22","guid":{"rendered":"https:\/\/faculty.engineering.asu.edu\/wulab-two\/?page_id=567"},"modified":"2025-09-19T21:52:23","modified_gmt":"2025-09-20T04:52:23","slug":"publications","status":"publish","type":"page","link":"https:\/\/labs.engineering.asu.edu\/wulab\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">2025<\/h2>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Understanding the role of artificial intelligence in improving human well-being within the built environment<\/h3>\n    <p class=\"pub-authors\">Asra Aghaei, Giulia Pedrielli, Teresa Wu, Zheng O\u2019Neill, Bur\u00e7in Becerik-Gerber, Simi Hoque, Jin Wen<\/p>\n    <p class=\"pub-conference\"><em>Building Simulation, 2025\/7\/26<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-4.16.02-PM.png\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Interpretable deep learning framework for understanding molecular changes in human brains with Alzheimer\u2019s disease: implications for microglia activation and sex differences<\/h3>\n    <p class=\"pub-authors\">Maitry Ronakbhai Trivedi, Amogh Manoj Joshi, Jay Shah, Benjamin P Readhead, Melissa A Wilson, Yi Su, Eric M Reiman, Teresa Wu, Qi Wang<\/p>\n    <p class=\"pub-conference\"><em>npj Aging, 2025\/7\/16<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-4.12.28-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Unsupervised domain adaptation for HVAC fault diagnosis using contrastive adaptation network<\/h3>\n    <p class=\"pub-authors\">Naghmeh Ghalamsiah, Jin Wen, K Selcuk Candan, Teresa Wu, Zheng O\u2019Neill, Asra Aghaei<\/p>\n    <p class=\"pub-conference\"><em>Energy and Buildings, 2025\/6\/15<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Preterm birth increases susceptibility to hyperglycemia induced glomerular alterations in male mice<\/h3>\n    <p class=\"pub-authors\">Aleksandra Cwiek, Rachel K Dailey, Ayyappa Kumar Sista Kameshwar, Masako Suzuki, Jaya Isaac, Kimberly deRonde, Mark Conaway, Kevin M Bennett, Edwin J Baldelomar, Teng Li, Teresa Wu, Matthew R Hoch, Nicholas W Chavkin, Patrick D Walker, Karen K Hirschi, Kimberly J Reidy, Jennifer R Charlton<\/p>\n    <p class=\"pub-conference\"><em>Scientific reports, 2025\/5\/29<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Angle-controllable RNA tiles for programable array assembly and RNA sensing<\/h3>\n    <p class=\"pub-authors\">Qi Yang, Xu Chang, Jung Yeon Lee, Henry Wisniewski, You Zhou, Ashley D Bernstein, Edward M Bonder, Jason T Kaelber, Teresa Wu, Giulia Pedrielli, Fei Zhang<\/p>\n    <p class=\"pub-conference\"><em> Nature communications, 2025\/4\/19<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.57.04-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Automated multi-lesion annotation in chest x-rays: annotating over 450,000 images from public datasets using the AI-based smart imagery framing and truthing (SIFT) system<\/h3>\n    <p class=\"pub-authors\">Lin Guo, Fleming YM Lure, Teresa Wu, Fulin Cai, Stefan Jaeger, Bin Zheng, Jordan Fuhrman, Hui Li, Maryellen L Giger, Andrei Gabrielian, Alex Rosenthal, Darrell E Hurt, Ziv Yaniv, Li Xia, Weijun Fang, Jingzhe Liu<\/p>\n    <p class=\"pub-conference\"><em> Medical Imaging 2025: Image Perception, Observer Performance, and Technology Assessment, 2025\/4\/10<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n  \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Using Large-scale Contrastive Language-Image Pre-training to Maximize Brain MRI-Based Headache Classification (P4-12.007)<\/h3>\n    <p class=\"pub-authors\">Fazle Rafsani, Devam Sheth, Yiming Che, Jay Shah, Md Mahfuzur Rahman Siddiquee, Catherine Chong, Simona Nikolva, Gina Dumkrieger, Baoxin Li, Teresa Wu, Todd Schwedt<\/p>\n    <p class=\"pub-conference\"><em> Neurology, 2025\/4\/8<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.52.57-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Development of an AI-based smart imagery framing and truthing (SIFT) system to annotate pulmonary abnormalities with corresponding boundaries based on CT images<\/h3>\n    <p class=\"pub-authors\">Lin Guo, Lingbo Deng, Stefan Jaeger, Bin Zheng, Qian Xiao, Teresa Wu, Fulin Cai, Fleming YM Lure, Li Xia, Weijun Fang<\/p>\n    <p class=\"pub-conference\"><em>Medical Imaging 2025: Computer-Aided Diagnosis, 2025\/4\/4<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.51.16-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Healthy Bio-Core: A Framework for Selection of Homogeneous Healthy Biomedical Multivariate Time Series Employing Classification Performance<\/h3>\n    <p class=\"pub-authors\">Abhidnya Patharkar, Firas Al-Hindawi, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em>IEEE Journal of Biomedical and Health Informatics, 2025\/3\/3<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.44.13-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Game-Theoretic Analysis of Policy Impacts in Competition Between Reverse Supply Chains Involving Traditional and E-Channels<\/h3>\n    <p class=\"pub-authors\">Asra Aghaei, Fulin Cai, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em>Smart Cities, 2025\/2\/18<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Abstract TP281: Prevalence of stroke in individuals with Migraine: A risk analysis accounting for comorbidities using participant information from the All of Us database<\/h3>\n    <p class=\"pub-authors\">Nick Seah, Oana Dumitrascu, Todd Schwedt, Teresa Wu, Catherine Chong<\/p>\n    <p class=\"pub-conference\"><em>Stroke, 2025\/2<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.39.32-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Predicting cognitive decline from neuropsychiatric symptoms and Alzheimer&#8217;s disease biomarkers: A machine learning approach to a population-based data<\/h3>\n    <p class=\"pub-authors\">Jay Shah, Janina Krell-Roesch, Erica Forzani, David S Knopman, Cliff R Jack, Ronald C Petersen, Yiming Che, Teresa Wu, Yonas E Geda<\/p>\n    <p class=\"pub-conference\"><em>Journal of Alzheimer\u2019s Disease, 2025\/2<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.37.41-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">TP-CL: A novel temporal proximity contrastive learning approach for obstructive sleep apnea detection using single-lead electrocardiograms<\/h3>\n    <p class=\"pub-authors\">Fulin Cai, Md Mahfuzur Rahman Siddiquee, Teresa Wu, Victor M Lubecke, Olga Bori\u0107-Lubecke<\/p>\n    <p class=\"pub-conference\"><em>Biomedical Signal Processing and Control, 2025\/2\/1<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.35.26-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">LiveDrive AI: A Pilot Study of a Machine Learning-Powered Diagnostic System for Real-Time, Non-Invasive Detection of Mild Cognitive Impairment<\/h3>\n    <p class=\"pub-authors\">Firas Al-Hindawi, Peter Serhan, Yonas E Geda, Francis Tsow, Teresa Wu, Erica Forzani<\/p>\n    <p class=\"pub-conference\"><em> Bioengineering, 2025\/1\/17<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Physical activity and the outcome of cognitive trajectory: a machine learning approach<\/h3>\n    <p class=\"pub-authors\">Bettina Barisch-Fritz, Jay Shah, Jelena Krafft, Yonas E Geda, Teresa Wu, Alexander Woll, Janina Krell-Roesch<\/p>\n    <p class=\"pub-conference\"><em> European Review of Aging and Physical Activity, 2025\/1\/10<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/tileshop.jpeg\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">AnoFPDM: Anomaly Detection with Forward Process of Diffusion Models for Brain MRI<\/h3>\n    <p class=\"pub-authors\">Yiming Che, Fazle Rafsani, Jay Shah, Md Mahfuzur Rahman Siddiquee, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em> Proceedings of the Winter Conference on Applications of Computer Vision, 2025<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2024<\/h2>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Healthy core: Harmonizing brain MRI for supporting multicenter migraine classification studies<\/h3>\n    <p class=\"pub-authors\">Hyunsoo Yoon, Todd J Schwedt, Catherine D Chong, Oyekanmi Olatunde, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em> PloS one, 2024\/12\/31<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Smart Driving Technology for Non-Invasive Detection of Age-Related Cognitive Decline<\/h3>\n    <p class=\"pub-authors\">Peter Serhan, Shaun Victor, Oscar Osorio Perez, Kevin Abi Karam, Anthony Elghoul, Madison Ransdell, Firas Al-Hindawi, Yonas Geda, Geetika Chahal, Danielle Eagan, Teresa Wu, Francis Tsow, Erica Forzani<\/p>\n    <p class=\"pub-conference\"><em> Sensors, 2024\/12\/18<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.26.20-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion Models<\/h3>\n    <p class=\"pub-authors\">Jay Shah, Yiming Che, Javad Sohankar, Ji Luo, Baoxin Li, Yi Su, Teresa Wu, Alzheimer\u2019s Disease Neuroimaging Initiative<\/p>\n    <p class=\"pub-conference\"><em>Life, 2024\/12\/1<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.23.28-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">End\u2010to\u2010End 3D CycleGAN Model for Amyloid PET Harmonization<\/h3>\n    <p class=\"pub-authors\">XUANZHAO DONG, Yalin Wang, Jay Shah, Valentina Ghisays, Ji Luo, Yinghua Chen, Wendy Lee, Baoxin Li, Kewei Chen, Eric M Reiman, Teresa Wu, Yi Su<\/p>\n    <p class=\"pub-conference\"><em>Alzheimer&#8217;s &#038; Dementia, 2024\/12<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Predictive modeling of biomedical temporal data in healthcare applications: review and future directions<\/h3>\n    <p class=\"pub-authors\">Abhidnya Patharkar, Fulin Cai, Firas Al-Hindawi, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em>Frontiers in Physiology, 2024\/10\/15<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n   \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Emulation and detection of physical faults and cyber-attacks on building energy systems through real-time hardware-in-the-loop experiments<\/h3>\n    <p class=\"pub-authors\">Guowen Li, Lingyu Ren, Ojas Pradhan, Zheng O\u2019Neill, Jin Wen, Zhiyao Yang, Yangyang Fu, Mengyuan Chu, Jiajing Huang, Teresa Wu, K Selcuk Candan, Veronica Adetola, Qi Zhuu<\/p>\n    <p class=\"pub-conference\"><em>BMC Informatics, 2024\/9\/30<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Predicting RNA sequence-structure likelihood via structure-aware deep learning<\/h3>\n    <p class=\"pub-authors\">You Zhou, Giulia Pedrielli, Fei Zhang, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em>BMC Informatics, 2024\/9\/30<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n  \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Evaluation of data imputation approaches for multi-stream building systems data<\/h3>\n    <p class=\"pub-authors\">Ojas Pradhan, Jin Wen, David H\u00e4lleberg, Zhelun Chen, Noresh Varman, Jiajing Huang, Teresa Wu, K Sel\u00e7uk Candan, Zheng O\u2019Neill<\/p>\n    <p class=\"pub-conference\"><em> Science and Technology for the Built Environment, 2024\/9\/13<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n   \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">A feature extraction framework with entropy on graphs for cross-dataset building fault detection<\/h3>\n    <p class=\"pub-authors\">Jiajing Huang, Abhidnya Patharkar, Teresa Wu, Jin Wen, Zheng O\u2019Neill, K Selcuk Candan<\/p>\n    <p class=\"pub-conference\"><em> IEEE 20th International Conference on Automation Science and Engineering (CASE), 2024<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n   \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">An entropy-based causality framework for cross-level faults diagnosis and isolation in building HVAC systems<\/h3>\n    <p class=\"pub-authors\">Jiajing Huang, Naghmeh Ghalamsiah, Abhidnya Patharkar, Ojas Pradhan, Mengyuan Chu, Teresa Wu, Jin Wen, Zheng O\u2019Neill, Kasim Selcuk Candan<\/p>\n    <p class=\"pub-conference\"><em> Energy and Buildings, 2024\/8\/15<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.14.37-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">E-BDL: enhanced band-dependent learning framework for augmented radar sensing<\/h3>\n    <p class=\"pub-authors\">Fulin Cai, Teresa Wu, Fleming YM Lure<\/p>\n    <p class=\"pub-conference\"><em> Sensors, 2024\/7\/17<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-3.11.42-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Eigen-entropy based time series signatures to support multivariate time series classification<\/h3>\n    <p class=\"pub-authors\">Abhidnya Patharkar, Jiajing Huang, Teresa Wu, Erica Forzani, Leslie Thomas, Marylaura Lind, Naomi Gades<\/p>\n    <p class=\"pub-conference\"><em> Scientific reports, 2024\/7\/12<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-2.43.28-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Anofpdm: Anomaly segmentation with forward process of diffusion models for brain mri<\/h3>\n    <p class=\"pub-authors\">Yiming Che, Fazle Rafsani, Jay Shah, Md Mahfuzur Rahman Siddiquee, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em> arXiv preprint arXiv:2404.15683, 2024\/4\/24<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Prediction of Headache Improvement Using Multimodal Machine Learning in Patients with Acute Post-traumatic Headache (P5-12.002)<\/h3>\n    <p class=\"pub-authors\">Amogh Joshi, Md Mahfuzur Rahman Siddiquee, Jay Shah, Todd Schwedt, Catherine Chong, Baoxin Li, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em> Neurology, 2024\/4\/14<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Applying Generative Adversarial Network on Structural Brain MRI for Unsupervised Classification of Headache (P5-12.003)<\/h3>\n    <p class=\"pub-authors\">Md Mahfuzur Rahman Siddiquee, Jay Shah, Todd Schwedt, Catherine Chong, Baoxin Li, Teresa Wu<\/p>\n    <p class=\"pub-conference\"><em> Neurology, 2024\/4\/14<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Securing Grid-Interactive Efficient Buildings (GEB) Through Cyber Defense and Resilient System (CYDRES)<\/h3>\n    <p class=\"pub-authors\">Zheng O&#8217;Neill, Jin Wen, Teresa Wu, K Selcuk Candan, Lingyu Ren, Qi Zhu, Guowen Li, Jiajing Huang, Ojas Pradhan<\/p>\n    <p class=\"pub-conference\"><em>DOE-TAMU-EE9150-Final, 2024\/3\/25<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n   \n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Correlation enhanced distribution adaptation for prediction of fall risk<\/h3>\n    <p class=\"pub-authors\">Ziqi Guo, Teresa Wu, Thurmon E Lockhart, Rahul Soangra, Hyunsoo Yoon<\/p>\n    <p class=\"pub-conference\"><em>Scientific reports, 2024\/2\/12<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-12.05.37-PM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">A Data-driven AFDD Approach Using Acoustic Emission In Building HVAC Systems<\/h3>\n    <p class=\"pub-authors\">Jiajing Huang, Zhiyao Yang, Guowen Li, Teresa Wu, Zheng O&#8217;Neill, Jin Wen, K Selcuk Candan<\/p>\n    <p class=\"pub-conference\"><em>International High Performance Buildings Conference, 2024<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/Screenshot-2025-08-11-at-11.56.53-AM.png\" alt=\"Publication Thumbnail\">\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Ordinal classification with distance regularization for robust brain age prediction<\/h3>\n    <p class=\"pub-authors\">Jay Shah, Md Mahfuzur Rahman Siddiquee, Yi Su, Teresa Wu, Baoxin Li<\/p>\n    <p class=\"pub-conference\"><em>Proceedings of the IEEE\/CVF Winter Conference on Applications of Computer Vision, 2024<\/em><\/p>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"publication-card\">\n  <div class=\"pub-thumb\">\n    <img decoding=\"async\" class=\"pub-image\" src=\"https:\/\/labs.engineering.asu.edu\/wulab\/wp-content\/uploads\/sites\/248\/2025\/08\/1.jpg\" alt=\"Publication Thumbnail\">\n    <span class=\"pub-badge\">Conf<\/span>\n  <\/div>\n\n  <div class=\"pub-details\">\n    <h3 class=\"pub-title\">Domain-knowledge Inspired Pseudo Supervision (DIPS) for unsupervised image-to-image translation models to support cross-domain classification<\/h3>\n    <p class=\"pub-authors\">Firas Al-Hindawi, Md Mahfuzur Rahman Siddiquee, Teresa Wu, Han Hu, Ying Sun<\/p>\n    <p class=\"pub-conference\"><em>Engineering Applications of Artificial Intelligence, 2024\/11<\/em><\/p>\n<div class=\"pub-buttons\">\n      <a href=\"https:\/\/YOUR-SITE.com\/path\/to\/paper.pdf\" class=\"pub-btn\" target=\"_blank\" rel=\"noopener\">PDF<\/a>\n      <a href=\"https:\/\/external-link-or-arxiv\" class=\"pub-btn\" target=\"_blank\" rel=\"noopener\">Website<\/a>\n      <a href=\"https:\/\/external-link-or-arxiv\" class=\"pub-btn\" target=\"_blank\" rel=\"noopener\">Code<\/a>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2023<\/h2>\n\n\n\n<p>Rahman Siddiquee, M.M., Shah, J., Wu, T., Chong, C., Schwedt, T., Dumkrieger, G., Nikolova, S., and Li, B.<br><strong>Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1- weighted Brain MR Images<\/strong><br><em>In&nbsp;Proceedings of the IEEE\/CVF Winter Conference on Applications of Computer Vision<\/em><br><br>Rahman Siddiquee, M.M., Shah, J., Wu, T., Chong, C., Schwedt, T. and Li, B.<br><strong>HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease.<\/strong><br><em>In&nbsp;International Workshop on Simulation and Synthesis in Medical Imaging<\/em><br><br>Chen, K., Ghisays, V., Luo, J., Chen, Y., Lee, W., Wu, T., Reiman, E., Su, Y.<br><strong>Harmonizing florbetapir and PiB PET measurements of cortical A\u03b2 plaque burden using multiple regions-of-<br>interest and machine learning techniques: An alternative to the Centiloid approach<\/strong><br><em>Alzheimer\u2019s &amp; Dementia: The Journal of the Alzheimer\u2019s Association (accepted).<\/em><br><br>Li, T., Xu, Y., Wu, T., Charlton, J., Bennett, K., Al-Hindawi, F.<br><strong>BlobCUT: A Contrastive Learning Method to Support Small Blob Detection in Medical Imaging<\/strong><br><em>Bioengineering<\/em><br><br>Al-Hindawi, F., Rahman Siddiquee, M.M, Wu, T., Hu, H., Sun, Y.<br><strong>Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross Domain Classification<\/strong><br><em>Engineering Applications of Artificial Intelligence<\/em><br><br>Wang, L., Zheng, Z., Su, Y., Chen, K., Weidman, D., Wu, T., Lo, S., Lure, F., Li, J.<br><strong>Early Prediction of Progression to Alzheimer\u2019s Disease using Multi-Modality Neuroimages by a Novel Ordinal Learning Model ADPacer<\/strong><br><em>IISE Transactions on Healthcare Systems Engineering<\/em><br><br>Charlton, J., Li, T., Wu, T., DeRonde, K., Xu, Y., Baldelomar, E.J., Bennett, K.<br><strong>Use of novel structural features to identify urinary biomarkers during acute kidney injury that predict progression<br>to chronic kidney disease<br><\/strong><em>BMC Nephrology<\/em><br><br>Zheng, Z., Su, Y., Chen, K., Weidman, D., Wu, T., Lo, S., Lure, F. &amp; Li, J. <br><strong>Uncertainty-driven modality selection for data-efficient prediction of Alzheimer\u2019s Disease<\/strong><br><em>IISE Transactions on Healthcare Systems Engineering<\/em><br><br>Zheng, R., Sun, S., Liu, H., Wu, T., <br><strong>Deep Neural Networks-Enabled Vehicle Detection Using High-Resolution Automotive Radar Imaging<\/strong><br><em>IEEE Transactions on Aerospace and Electronic Systems<\/em><br><br>Al-Hindawi, F., Soori, T., Hu, H., Rahman Siddiquee, Yoon, H., Wu, T., Sun, Y.<br><strong>A Framework for Generalizing Critical Heat Flux Detection Models Using Unsupervised Image-to-Image Translation<\/strong><br><em>Expert Systems with Applications<\/em><br><br>Mao, L., Li, J., Schwedt, T., Berisha, V., Nikjou, D., Wu, T., Dumkrieger, G., Ross, K., Chong, C.<br><strong>Questionnaire and Structural Imaging Data Accurately Predict Headache Improvement in Patients with Acute Post-traumatic Headache Attributed to Mild Traumatic Brain Injuries: a Machine Learning Study<\/strong><br><em>Cephalalgia<\/em><br><br>Ishrak, M.S., Cai, F., Islam, S.M., Boric-Lubecke, O., Wu, T., Lubecke, V.<br><strong>Doppler Radar Remote Sensing of Respiratory Function<\/strong><br><em>Frontier in Physiology<\/em><br><br>Cai, F., Patharkar, A., Wu, T., Lure, F., Chen, H., Chen, V.<br><strong>STRIDE: Systematic Radar Intelligence Analysis for Dementia Risk Evaluation with Gait Signature Simulation and Deep Learning<\/strong><br><em>IEEE Sensors Journal<\/em><br><br>Li, G., Ren, L., Fu, Y., Yang, Z., Adetola, V., Wen, J., Zhu, Q., Wu, T., Candan, S., O\u2019Neill, Z.<br><strong>A Critical Review of Cyber-Physical Security for Building Automation Systems<\/strong><br><em>Annual Reviews in Control<\/em><br><br>Shah, J., Rahman Siddiquee, M, Krell-Roesch, J., Syrjanen, J.A., Kremers, W.K., Vassilaki, M., Forzani, E., Wu, T, Geda, Y. <strong>Neuropsychiatric symptoms and commonly used biomarkers of Alzheimer\u2019s disease: A literature review from a machine Learning perspective<\/strong><br><em>Journal of Alzheimer\u2019s Disease<\/em><br><br>Chong, C., Nikolova, S., Dumkrieger, G., Wu, T., Berisha, V., Li, J., Ross, K., Schwedt, T.<br><strong>Thalamic subfield iron accumulation after acute mild traumatic injury as a marker of future post-traumatic headache intensity<\/strong><br><em>The Journal of Head and Face Pain<\/em><br><br>Yang, J., Wang, S., Wu, T.<br><strong>Maximum mutual information for feature extraction from graph- structured data: Application to Alzheimer\u2019s disease classification<\/strong><br><em>Applied Intelligence<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2022<\/h2>\n\n\n\n<p>Pradhan, O., H\u00e4lleberg, D., Chen, Z., Wen, J., Wu, T., Candan, KS., O&#8217;Neill, Z. <br><strong>Lagged-kNN Based Data Imputation Approach for Multi-Stream Building<\/strong><br><em>5th Herrick Conferences<\/em><br><br>Nikolova, S., Schwedt, T., Li, J., Wu, T., Dumkrieger, G., Ross, K., Berisha, V., Chong, C. <br><strong>T2* reduction in patients with acute post-traumatic headache<\/strong><br><em>Cephalalgia<\/em><br><br>Nikolova, S., Chong, C., Dumkrieger, G., Li, J., Wu, T., Schwedt, T.<br><strong>Longitudinal Differences in Iron Deposition in Periaqueductal Gray Matter and Anterior Cingulate Cortex are Associated with Response to Erenumab in Migraine<\/strong><br><em>Cephalalgia<\/em><br><br>Schwedt, J., Nikolova, S., Dumkrieger, G., Li, J., Wu, T., Chong, C. <br><strong>Longitudinal Changes in Functional Connectivity and Pain-Induced Brain Activations in Patients with Migraine:  A Functional MRI Study Pre- and Post- Treatment with Erenumab<\/strong><br><em>The Journal of Headache and Pain<\/em><br><br>Chen, Y., Wen, J., Pradhan, O., Lo, J., Wu, T.<br><strong>Using Discrete Bayesian Networks for Diagnosing and Isolating Cross-level Faults in HVAC Systems<\/strong><br><em>Applied Energy<\/em><br><br>Rahman Siddiquee, M., Shah, J., Chong, C., Nikolova, S., Dumkrieger, G., Li, B., Wu, T., Schwedt, T.<br><strong>Headache Classification and Automatic Biomarker Extraction from Structural MRIs using Deep Learning<\/strong><br><em>Brain Communications<\/em><br><br>Huang, J., Yoon, H., Wu, T., Candan, K.S., Pradhan, O., Wen, J., O\u2019Neill, Z.<br><strong>Eigen-Entropy: A Metric on Multi-variate Sampling Decision<\/strong><br><em>Information Sciences<\/em><br><br>Xu, Y., Wu, T., Charlton, J., Bennett, K.<br><strong>GAN Training Acceleration Using Fr\u00e9chet Descriptor- Based Coreset<\/strong><br><em>Applied Sciences<\/em><br><br>Huang, J., Yoon, H., Pradhan, O., Wu, T., Wen, J., O\u2019Neill, Z., Candan, K.S.<br><strong>A Cosine-based Correlation Information Entropy Approach for Building Automatic Fault Detection Baseline Construction<\/strong><br><em>Science and Technology for the Built Environment<\/em><br><br>Huang, J., Wen, J., Yoon, H., Pradhan, O., Wu, T., O\u2019Neill, Z., Candan, K.S.<br><strong>Real vs. Simulated: questions on the capability of simulated datasets on building fault detection for energy efficiency from a data driven perspective<\/strong><br><em>Energy and Buildings<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p class=\"mb-2\">2025 Understanding the role of artificial intelligence in improving human well-being within the built environment Asra Aghaei, Giulia Pedrielli, Teresa Wu, Zheng O\u2019Neill, Bur\u00e7in Becerik-Gerber, Simi Hoque, Jin Wen Building Simulation, 2025\/7\/26 Interpretable deep learning framework for understanding molecular changes in human brains with Alzheimer\u2019s disease: implications for microglia activation and sex differences Maitry Ronakbhai&#8230;<\/p>\n","protected":false},"author":314,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-567","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/pages\/567","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/users\/314"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/comments?post=567"}],"version-history":[{"count":0,"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/pages\/567\/revisions"}],"wp:attachment":[{"href":"https:\/\/labs.engineering.asu.edu\/wulab\/wp-json\/wp\/v2\/media?parent=567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}