| 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 | 89 | 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 | 77 | 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 | 73 | 2018 |
| 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 | 49 | 2023 |
| 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 | 49 | 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 | 42 | 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 | 39 | 2019 |
| 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 | 37 | 2022 |
| 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 | 32 | 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 | 30 | 2019 |
| 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 | 29 | 2021 |
| 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 | 29 | 2020 |
| 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 | 27 | 2022 |
| 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 | 25 | 2022 |
| Automatic measurement of melanoma depth of invasion in skin histopathological images H Xu, R Berendt, N Jha, M Mandal Micron 97, 56-67, 2017 | 24 | 2017 |
| 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 | 22 | 2021 |
| 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 | 19 | 2021 |
| 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 | 16 | 2017 |
| Automatic skin lesion segmentation using deep fully convolutional networks H Xu, TH Hwang arXiv preprint arXiv:1807.06466, 2018 | 12 | 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 | 9 | 2023 |
Mrinal MandalProfessor of Electrical and Computer Engineering, University of Alberta在 ualberta.ca 的电子邮件经过验证
