Hongming Xu

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Mrinal MandalProfessor of Electrical and Computer Engineering, University of AlbertaAdresse e-mail validée de ualberta.ca
Tae Hyun HwangFlorida Department of Health Cancer Chair, Dept. of AI, and Immunology, Mayo ClinicAdresse e-mail validée de mayo.edu
Cheng LuGuangdong Provincial People's Hospital, Southern Medical UniversityAdresse e-mail validée de gdph.org.cn
Sunho ParkCleveland clinicAdresse e-mail validée de ccf.org
Fengyu CongProfessor, Dalian University of Technology, China; Docent, University of Jyvaskyla, FinlandAdresse e-mail validée de dlut.edu.cn
Jean René ClemenceauGraduate Student, Case Western Reserve UniversityAdresse e-mail validée de case.edu
Jeonghyun KangYonsei University College of Medicine, Department of SurgeryAdresse e-mail validée de yuhs.ac
Jinhwan ChoiSenior Research Engineer at SK C&C USAAdresse e-mail validée de skccus.com
Anant MadabhushiDepartment of Biomedical Engineering, Professor, Biomedical Engineering, Emory Univ & Georgia TechAdresse e-mail validée de emory.edu
Qi Xu (徐齐)Zhejiang University, University of LeicesterAdresse e-mail validée de leicester.ac.uk
Yoon Jin ChaDepartment of Pathology, Yonsei University College of MedicineAdresse e-mail validée de yuhs.ac
Jun XuProfessor, Nanjing University of Information Science & Technology, ChinaAdresse e-mail validée de case.edu
Zheng ChangUniversity of JyväskyläAdresse e-mail validée de jyu.fi
Dongdong ZhouUniversity of Jyväskylä, Finland; Dalian University of Technology, ChinaAdresse e-mail validée de dlut.edu.cn
Xiujuan LeiSchool of Computer Science, Shaanxi Normal UniversityAdresse e-mail validée de snnu.edu.cn
Chihyun ParkAssistant Professor, Department of Computer Science and Engineering, Kangwon National UniversityAdresse e-mail validée de kangwon.ac.kr
Changjin HongNationwide Children's Hospital & Boston UniversityAdresse e-mail validée de nationwidechildrens.org

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Hongming Xu

University of Alberta; Dalian University of Technology; Cleveland Clinic

Adresse e-mail validée de dlut.edu.cn - Page d'accueil

medical image analysis computational pathology


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Automatic nuclei detection based on generalized laplacian of gaussian filters H Xu, C Lu, R Berendt, N Jha, M Mandal IEEE journal of biomedical and health informatics 21 (3), 826-837, 2016	83	2016
An efficient technique for nuclei segmentation based on ellipse descriptor analysis and improved seed detection algorithm H Xu, C Lu, M Mandal IEEE journal of biomedical and health informatics 18 (5), 1729-1741, 2014	75	2014
Automated analysis and classification of melanocytic tumor on skin whole slide images H Xu, C Lu, R Berendt, N Jha, M Mandal Computerized medical imaging and graphics 66, 124-134, 2018	64	2018
Epidermis segmentation in skin histopathological images based on thickness measurement and k-means algorithm H Xu, M Mandal EURASIP Journal on Image and Video Processing 2015, 1-14, 2015	48	2015
Multi-pass adaptive voting for nuclei detection in histopathological images C Lu, H Xu, J Xu, H Gilmore, M Mandal, A Madabhushi Scientific reports 6 (1), 33985, 2016	39	2016
Computerized classification of prostate cancer gleason scores from whole slide images H Xu, S Park, TH Hwang IEEE/ACM transactions on computational biology and bioinformatics 17 (6 …, 2019	36	2019
Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images S Alheejawi, H Xu, R Berendt, N Jha, M Mandal Computerized Medical Imaging and Graphics 73, 19-29, 2019	30	2019
Using transfer learning on whole slide images to predict tumor mutational burden in bladder cancer patients H Xu, S Park, SH Lee, TH Hwang BioRxiv, 554527, 2019	29	2019
Automatic measurement of melanoma depth of invasion in skin histopathological images H Xu, R Berendt, N Jha, M Mandal Micron 97, 56-67, 2017	23	2017
Deep learning-based histopathological image analysis for automated detection and staging of melanoma S Alheejawi, M Mandal, H Xu, C Lu, R Berendt, N Jha Deep Learning Techniques for Biomedical and Health Informatics, 237-265, 2020	22	2020
Spatial analysis of tumor‐infiltrating lymphocytes in histological sections using deep learning techniques predicts survival in colorectal carcinoma H Xu, YJ Cha, JR Clemenceau, J Choi, SH Lee, J Kang, TH Hwang The Journal of Pathology: Clinical Research 8 (4), 327-339, 2022	21	2022
An unsupervised method for histological image segmentation based on tissue cluster level graph cut H Xu, L Liu, X Lei, M Mandal, C Lu Computerized Medical Imaging and Graphics 93, 101974, 2021	18	2021
Spatial heterogeneity and organization of tumor mutation burden with immune infiltrates within tumors based on whole slide images correlated with patient survival in bladder cancer H Xu, JR Clemenceau, S Park, J Choi, SH Lee, TH Hwang Journal of Pathology Informatics 13, 100105, 2022	15	2022
Automatic nuclear segmentation using multiscale radial line scanning with dynamic programming H Xu, C Lu, R Berendt, N Jha, M Mandal IEEE Transactions on Biomedical Engineering 64 (10), 2475-2485, 2017	15	2017
Alleviating class imbalance problem in automatic sleep stage classification D Zhou, Q Xu, J Wang, H Xu, L Kettunen, Z Chang, F Cong IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2022	14	2022
Machine learning and artificial intelligence–driven spatial analysis of the tumor immune microenvironment in pathology slides H Xu, F Cong, TH Hwang European Urology Focus 7 (4), 706-709, 2021	14	2021
Vision transformers for computational histopathology H Xu, Q Xu, F Cong, J Kang, C Han, Z Liu, A Madabhushi, C Lu IEEE Reviews in Biomedical Engineering, 2023	13	2023
Radiomics Features of ¹⁸F-Fluorodeoxyglucose Positron-Emission Tomography as a Novel Prognostic Signature in Colorectal Cancer J Kang, JH Lee, HS Lee, ES Cho, EJ Park, SH Baik, KY Lee, C Park, ... Cancers 13 (3), 392, 2021	13	2021
Automatic skin lesion segmentation using deep fully convolutional networks H Xu, TH Hwang arXiv preprint arXiv:1807.06466, 2018	9	2018
Machine learning models for predicting adverse pregnancy outcomes in pregnant women with systemic lupus erythematosus X Hao, D Zheng, M Khan, L Wang, T Hämäläinen, F Cong, H Xu, K Song Diagnostics 13 (4), 612, 2023	5	2023

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