{"id":12431,"date":"2025-11-13T10:41:56","date_gmt":"2025-11-13T15:41:56","guid":{"rendered":"https:\/\/home.hamptonu.edu\/science\/?page_id=12431"},"modified":"2025-11-21T11:17:39","modified_gmt":"2025-11-21T16:17:39","slug":"chelsea-harris","status":"publish","type":"page","link":"https:\/\/home.hamptonu.edu\/science\/chelsea-harris\/","title":{"rendered":"Dr. Chelsea Harris"},"content":{"rendered":"\t\t
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E-mail:\u00a0<\/b>
chelsea.harris@hamptonu.edu<\/a><\/h6>

Location:
<\/b>Science and Technology Building 246<\/p>

Phone:
<\/b>757-637-3647<\/p>

\u00abMath Faculty List<\/a><\/div>
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Dr. Chelsea Harris<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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  • Position: <\/strong>Assistant Professor

    <\/li>
  • Educational background:
    <\/strong><\/strong>B.Sc. in Mathematics Education, Delaware State University, Delaware\/USA
    M.Sc. in Mathematics, Delaware State University, Delaware\/USA
    Ph.D. in Applied Mathematics, Delaware State University, Delaware\/USA

    <\/li>
  • Research interests: <\/strong><\/strong>Computer-aided diagnosis, sparse analysis, machine learning, artificial intelligence in medicine, biomedical imaging, image analysis

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  • Selected publications
    <\/strong>
    • Harris, C., Liu, L., Almeda, L., Kassick, C., & Makrogiannis, S. (2025, April). Artificial intelligence in pediatric osteopenia diagnosis: evaluating deep network classification and model interpretability using wrist X-rays. Bone Reports, 101845.<\/li>
    • Harris, C., Liu, L., & Makrogiannis, S. (2025). Pediatric Osteopenia Prediction and Interpretation in Wrist X-rays. In Medical Imaging 2025: Computer-Aided Diagnosis. SPIE.<\/li>
    • Harris, C., Okorie, U., & Makrogiannis, S. (2024, May). Mammographic Breast Density Classification by Integration of Deep Dictionaries and Multi-Model Sparse Approximations. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (pp. 1-5). IEEE.<\/li>
    • Harris, C., Okorie, U., & Makrogiannis, S. (2023). Spatially Localized Sparse Approximations of Deep Features for Breast Mass Characterization. Mathematical Biosciences and Engineering: MBE, 20(9), 15859.<\/li>
    • Harris, C. E., & Makrogiannis, S. (2022, June). Sparse Analysis of Block-Boosted Deep Features for Osteoporosis Classification. In 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) (pp. 1-5). IEEE.<\/li>
    • Makrogiannis, S., Zheng, K., & Harris, C. (2021). Discriminative Localized Sparse Approximations for Mass characterization in Mammograms. Frontiers in Oncology, 11, 725320.<\/li>
    • Zheng, K., Harris, C., Bakic, P., & Makrogiannis, S. (2020). Spatially Localized Sparse Representations for Breast Lesion Characterization. Computers in Biology and Medicine, 123, 103914.<\/li>
    • Makrogiannis, S., Harris, C. E., & Zheng, K. (2020, October). Discriminative Localized Sparse Representations for Breast Cancer Screening. In International Symposium on Mathematical and Computational Oncology (pp. 32-43). Cham: Springer International Publishing.<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

      Contact E-mail:\u00a0chelsea.harris@hamptonu.edu Location: Science and Technology Building 246 Phone:757-637-3647 \u00abMath Faculty List\u00a0\u00a0 Dr. Chelsea Harris Position: Assistant Professor Educational background: B.Sc. in Mathematics Education, Delaware State University, Delaware\/USAM.Sc. in Mathematics, Delaware State University, Delaware\/USAPh.D. in Applied Mathematics, Delaware State University, Delaware\/USA Research interests: Computer-aided diagnosis, sparse analysis, machine learning, artificial intelligence in medicine, biomedical imaging, […]<\/p>\n","protected":false},"author":205,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_mc_calendar":[],"footnotes":""},"class_list":["post-12431","page","type-page","status-publish","hentry"],"yoast_head":"\nDr. Chelsea Harris - 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