1. Ivan Robert Nabi, Ben Cardoen, Khater, Guang Gao, Timothy H. Wong, and Ghassan Hamarneh. AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth. The Journal Of Cell Biology (JCB), 000(jcb.000):000-000, 000 2024. Keyword(s): Super Resolution Microscopy, Deep Learning, Machine Learning, Weak Supervision, Survey/Review. [bibtex-key = jcb2024]



2. Ben Cardoen, Kurt Vandevoorde, Guang Gao, Milene Ortiz-Silva, Parsa Alan, Ellie Tiliakou, William Liu, A. Wayne Vogl, Ghassan Hamarneh, and Ivan Robert Nabi. Membrane contact site detection (MCS-DETECT) reveals dual control of rough mitochondria-ER contacts (Cardoen, Vandevoorde, Gao, and Ortiz: Joint first authors; Hamarneh and Nabi: Joint senior authors). The Journal Of Cell Biology (JCB), 1(jcb.202206109):000-000, 11 2023. Keyword(s): Super Resolution Microscopy, Object Detection, Restoration, Reconstruction, Interaction. [bibtex-key = jcb2023]



3. Parsa Alan, Bharat Joshi, Ben Cardoen, Kurt Vandevoorde, Guang Gao, Peter Overby, James D. Johnson, Ghassan Hamarneh, and Ivan Robert Nabi. Basal Gp78-dependent mitophagy promotes mitochondrial health and limits mitochondrial ROS (Alan, Joshi, Cardoen, and Vandevoorde: Joint first authors; Hamarneh and Nabi: Joint senior authors). Cellular and Molecular Life Sciences (CMLS), 79(565):1-20, 2022. Keyword(s): Super Resolution Microscopy, Image Processing, Belief Theory. [bibtex-key = cmls2022]



4. Rory Long, Kathleen Moriarty, Ben Cardoen, Guang Gao, A. Wayne Vogl, François Jean, Ghassan Hamarneh, and Ivan Robert Nabi. Super Resolution Microscopy and Deep Learning Identify Zika Virus Reorganization of the Endoplasmic Reticulum (Long and Moriarty: Joint first authors; Hamarneh and Nabi: Joint senior authors). Nature - Scientific reports, 10(20937):1-18, 2020. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Machine Learning, Deep Learning. [bibtex-key = nature_sr2020a]

1. Ben Cardoen, Kurt Vandevoorde, Guang Gao, Milene Ortiz-Silva, Parsa Alan, Ellie Tiliakou, William Liu, A. Wayne Vogl, Ghassan Hamarneh, and Ivan Robert Nabi. Membrane contact site detection (MCS-DETECT) reveals dual control of rough mitochondria–ER contacts (Cardoen, Vandevoorde, Gao, and Ortiz: Joint first authors; Hamarneh and Nabi: Joint senior authors). In Keystone Symposia on Molecular and Cellular Biology - Organelle Membrane Contact Sites in Health and Disease (Joint with: Mitochondria Signaling and Disease), pages 1, 2024. Keyword(s): Super Resolution Microscopy, Object Detection, Restoration, Reconstruction, Interaction. [bibtex-key = ksmcb2024a]



2. Parsa Alan, Bharat Joshi, Ben Cardoen, Kurt Vandevoorde, Guang Gao, Peter Overby, James D. Johnson, Ghassan Hamarneh, and Ivan Robert Nabi. Basal Gp78-dependent mitophagy promotes mitochondrial health and limits mitochondrial ROS (Alan, Joshi, Cardoen, and Vandevoorde: Joint first authors; Hamarneh and Nabi: Joint senior authors). In American Society of Cell Biology (ASCB) - Cell Bio, 2022. Keyword(s): Super Resolution Microscopy, Image Processing, Belief Theory. [bibtex-key = ascb2022c]



3. Ben Cardoen, Kurt Vandevoorde, Guang Gao, Parsa Alan, Ellie Tiliakou, William Liu, A. Wayne Vogl, Ghassan Hamarneh, and Ivan Robert Nabi. A novel sub-precision detection method (MCS-DETECT) identifies shape complexity of mitochondria-ER contacts (MERCs) in 3D STED super-resolution microscopy (Cardoen, Vandervoorde, and Gao: Joint first authors; Hamarneh and Nabi: Joint senior authors). In American Society of Cell Biology (ASCB) - Cell Bio, 2022. Keyword(s): Object Detection, Super Resolution Microscopy. [bibtex-key = ascb2022a]

1. Ashwin Samudre, Guang Gao, Ben Cardoen, Ivan Robert Nabi, and Ghassan Hamarneh. nERdy: network analysis of endoplasmic reticulum (Nabi and Hamarneh: Joint senior authors). Technical report biorxiv:2024.02.20.581259, 2 2024. Keyword(s): Super Resolution Microscopy, Software and Tools, Network Modelling and Analysis, Machine Learning, Deep Learning, Anatomical Trees and Tubular Structures, Synthesis/Simulation/Augmentation. [bibtex-key = biorxiv_2024_02_20_581259]



2. Ivan Robert Nabi, Ben Cardoen, Ismail M. Khater, Guang Gao, Timothy H. Wong, and Ghassan Hamarneh. AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth. Technical report arxiv.2305.17193, 5 2023. Keyword(s): Machine Learning, Deep Learning, Weak Supervision, Super Resolution Microscopy, Validation. [bibtex-key = arxiv:2305.17193]



3. Parsa Alan, Kurt Vandevoorde, Bharat Joshi, Ben Cardoen, Guang Gao, Yahya Mohammadzadeh, Ghassan Hamarneh, and Ivan Robert Nabi. Basal Gp78-dependent mitophagy promotes mitochondrial health and limits mitochondrial ROS (Alan, Vandevoorde, Joshi, and Cardoen: Joint first authors; Hamarneh and Nabi: Joint senior authors). Technical report Research Square (Preprint) 1559637, 4 2022. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Machine Learning, Deep Learning, Image Processing, Belief Theory. [bibtex-key = research_square2022_1559637]



4. Ben Cardoen, Guang Gao, Kurt Vandevoorde, Parsa Alan, William Liu, Ghassan Hamarneh, and Ivan Robert Nabi. Automatic sub-precision membrane contact site detection identifies convoluted tubular riboMERCs (Cardoen, Gao, Vandevoorde: Joint first authors; Hamarneh and Nabi: Joint senior authors). Technical report biorxiv:2022.06.23.497346, 6 2022. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Color/Multichannel/Vector-valued, Image Reconstruction. [bibtex-key = biorxiv_2022_06_23_497346]



5. Parsa Alan, Bharat Joshi, Ben Cardoen, Kurt Vandevoorde, Guang Gao, Yahya Mohammadzadeh, Ghassan Hamarneh, and Ivan Robert Nabi. Gp78-mediated basal mitophagy promotes mitochondrial health and limits mitochondrial ROS production (Alan, Joshi, Cardoen, and Vandevoorde: Joint first authors; Hamarneh and Nabi: Joint senior authors). Technical report biorxiv:2021.09.17.460825, 9 2021. Keyword(s): Super Resolution Microscopy, Image Processing, Belief Theory. [bibtex-key = biorxiv_2021_09_17_460825]



6. Rory Long, Kathleen Moriarty, Ben Cardoen, Guang Gao, A. Wayne Vogl, François Jean, Ghassan Hamarneh, and Ivan Robert Nabi. Super Resolution Microscopy and Deep Learning Identify Zika Virus Reorganization of the Endoplasmic Reticulum (Long and Moriarty: Joint first authors; Hamarneh and Nabi: Joint senior authors. Technical report biorxiv:091611, 5 2020. Keyword(s): Super Resolution Microscopy, Single Molecule Localization Microscopy, Machine Learning, Deep Learning. [bibtex-key = biorxiv_2020_091611]

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