Publications

2025

  1. TriAgent: Automated Biomarker Discovery with Deep Research Grounding for Triage in Acute Care by LLM-Based Multi-Agent Collaboration
    Kerem Delikoyun, Qianyu Chen, Win Sen Kuan, and 3 more authors
    arXiv, 2025
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  2. Real-Time Deep Learning Phase Imaging Flow Cytometer Reveals Blood Cell Aggregate Biomarkers for Haematology Diagnostics
    Kerem Delikoyun, Qianyu Chen, Liu Wei, and 13 more authors
    arXiv, 2025
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  3. RT-HAM: Real-Time Holographic Agent Microscopy – An End-to-End Foundation Model for Quantitative Phase Imaging in Haematology Diagnostics Towards Automated Discovery of Predictive Biomarkers in Acute Care
    Kerem Delikoyun, Qianyu Chen, Liu Wei, and 9 more authors
    Computer Vision for Science Workshop, CVPR 2025, 2025
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  4. OAH-Net: A Deep Neural Network for Efficient and Robust Hologram Reconstruction for Off-Axis Digital Holographic Microscopy
    Wei Liu*, Kerem Delikoyun*, Qianyu Chen, and 7 more authors
    Biomedical Optics Express, 2025
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  5. Quantitative Analysis of Leukocyte Activation in Inflammatory Acute Conditions Using Digital Holographic Microscopy
    Kerem Delikoyun, Alperen Yildiz, Yijing Jiang, and 5 more authors
    SPIE BIOS West 2025, 2025
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  6. Through Standardized Measurements for Clinics: A Novel Autofocusing Framework for Digital Holographic Microscopy
    Alperen Yildiz, Yijing Jiang, Kerem Delikoyun, and 3 more authors
    SPIE BIOS West 2025, 2025
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2024

  1. Leukocyte Activation Assay Using AI-Enhanced Digital Holographic Microscopy
    Kerem Delikoyun, Qianyu Chen, Johannes Krell, and 7 more authors
    EECSS’24, 2024
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2021

  1. HologLev: A Hybrid Magnetic Levitation Platform Integrated with Lensless Holographic Microscopy for Density-Based Cell Analysis
    Kerem Delikoyun, Sena Yaman, Esra Yilmaz, and 6 more authors
    ACS Sensors, 2021
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  2. Deep Learning-Based Cellular Image Analysis for Intelligent Medical Diagnosis
    Kerem Delikoyun, Ersin Cine, Muge Anil-Inevi, and 3 more authors
    Artificial Intelligence for Data-Driven Medical Diagnosis, De Gruyter, 2021
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  3. Lensless Holographic Microscopy
    Kerem Delikoyun, Ali Aslan Demir, Engin Ozcivici, and 1 more author
    Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 1: Part I: Ex Vivo Biological Imaging, IOPscience, 2021
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