Hongming Xu

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AI-guided Medical Image Analysis: Computational Histopathology & Computational Radiology

	Weakly-supervised learning for WSI classification Vision Transformers for Computational Histopathology Hongming Xu, Qi Xu, Fengyu Cong, Jeonghyun Kang, Chu Han, Zaiyi Liu, Anant Madabhushi and Cheng Lu IEEE Reviews in Biomedical Engineering (RBME), vol. x, no. x, pp. xx, 2023

	Deep learning-based Survival Prognosis from WSI Spatial analysis of tumor infiltrating lymphocytes in histological sections using deep learning techniques predicts progression-free survival in colorectal carcinoma Hongming Xu, Yoon Jin Cha, Jean R. Clemenceau, Jinhwan Choi, Sung Hak Lee, Jeonghyun Kang, and Tae Hyun Hwang Journal of Pathology: Clinical Research vol.8, no.4, pp.327-339, 2022

	Multi-modality MRI-based Learning for Segmentation and Prediction Automatic cervical cancer segmentation in multimodal MRI using an EfficientNet encoder in UNet++ architecture Shan Jin Hongming Xu#, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, and Fengyu Cong International Journal of Imaging Systems and Technology, 2023 vol.33, pp.362-377, 2023

	Object Detection in Digital Pathology and Microscopy Images An Efficient Technique for Nuclei Segmentation Based on Ellipse Descriptor Analysis and Improved Seed Detection Algorithm Hongming Xu, Cheng Lu, Mrinal Mandal IEEE Journal of Biomedical and Health Informatics, vol. 18, no. 5, pp. 1729-1741, 2014 Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 3, pp. 826-837, 2017 Automatic Nuclear Segmentation Using Multiscale Radial Line Scanning With Dynamic Programming Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal IEEE Transactions on Biomedical Engineering, vol. 64, no. 10, pp. 2475-2485, 2017

	Classification and Cancer Grading in Digital Pathology Automated analysis and classification of melanocytic tumor on skin whole slide images Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandala Computerized Medical Imaging and Graphics, vol. 66, pp. 124-134, 2018 Automatic measurement of melanoma depth of invasion in skin histopathological images Hongming Xu, Richard Berendt, Naresh Jha, Mrinal Mandala Micron, vol. 9351, pp. 383-390, 2015 Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images Hongming Xu, Sunho Park, Tae Hyun Hwang IEEE/ACM Transactions on Computational Biology and Bioinformatics , accepted in Sep. 2019

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