HM
He Ma
deep learningBreast NeoplasmsAlgorithmsBreast cancerDeep LearningClassificationcs.CVcs.LGMachine LearningRadiomics
On Valency
published · living versionsW_57mj9gmd·v1 · currentpublished
A General-Purpose Dual-Path Interaction Framework for Multi-View Medical Image Segmentation: Alleviating Data Volume Dependency in Small-Sample Regimes
with Shuhuan Wang, Yuanyuan Cui, Pengju Wang, Huimin Guo +8
1 version
Preprints & journals
54 papers in the corpus · 2015–2026Cerebrospinal fluid metabolite alterations associated with human brain aging: an untargeted metabolomics study.42865463 · Pan, Yu, Ma, He, Song, Qingqing et al.2026 · 0 citationsFrontiers in medicine. 2026;13:1960863
Pilot Study on Contrast-Enhanced CT-Based 3D Cascaded Segmentation of Hypopharyngeal Cancer and the Stability of the Extracted Radiomics Features.42443649 · Du, Wu, Wu, Bingyi, Wang, Zheng et al.2026 · 0 citationsJournal of imaging informatics in medicine. 2026
Deep learning-based frame synthesis enables radiation dose reduction in digital subtraction angiography imaging: a multicenter study.42221093 · Liu, Ruibo, Zhang, Ruixuan, Qian, Wei et al.2026 · 0 citationsFrontiers in medicine. 2026;13:1793962
Paratracheal pressure reduces the incidence of moderate-to-severe coughing during endoscopic esophageal iodine staining: a prospective, randomized controlled trial.41629786 · Zhang, Cheng, Lu, Yingying, Xie, Tieli et al.2026 · 0 citationsBMC anesthesiology. 2026;26(1)
The Accuracy in Rupture Risk Prediction of Intracranial Aneurysms by Artificial Intelligence Algorithms Using Imaging Data From CTA and DSA: A Systematic Review and Meta-Analysis.41439803 · Zhang, Ruixuan, Liu, Ruibo, Ma, He et al.2025 · 3 citationsIET systems biology. 2026;20(1):e70050
Intracranial aneurysm segmentation on digital subtraction angiography: a retrospective and multi-center study.41159199 · Liu, Ruibo, Zhang, Ruixuan, Qian, Wei et al.2025 · 3 citationsFrontiers in neurology. 2025;16:1646517
Enhancing Lesion Segmentation in Ultrasound Images: The Impact of Targeted Data Augmentation Strategies.40831600 · Wang, Xu, Monkam, Patrice, Zhao, Bonan et al.2025 · 1 citationInternational journal of biomedical imaging. 2025;2025:3309822
MFFUNet: A hybrid model with cross-attention-guided multi-feature fusion for automated segmentation of organs at risk in cervical cancer brachytherapy.40441081 · Gu, Yin, Guo, Huimin, Zhang, Jiahao et al.2025 · 4 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2025;124:102571
Digital pathology and artificial intelligence in renal cell carcinoma focusing on feature extraction: a literature review.39926279 · Li, Ming-Yue, Pan, Yu, Lv, Yang et al.2025 · 10 citationsFrontiers in oncology. 2025;15:1516264
Tumor Image Segmentation: A Bibliometric Analysis from 2003 to 2024.40108926 · Chen, Zhenghao, Wang, Zhongqing, Ma, He2026 · 0 citationsCurrent pharmaceutical biotechnology. 2025;26(13):1987-2000
A model fusion method based DAT-DenseNet for classification and diagnosis of aortic dissection.39235668 · He, Linlong, Wang, Shuhuan, Liu, Ruibo et al.2024 · 3 citationsPhysical and engineering sciences in medicine. 2024;47(4):1537-1546
Cervical cancer segmentation based on medical images: a literature review.39022282 · Wang, Xiu, Feng, Chaolu, Huang, Mingxu et al.2024 · 12 citationsQuantitative imaging in medicine and surgery. 2024;14(7):5176-5204
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy2405.12850v1 · Jjahao Zhang, Yin Gu, Deyu Sun et al.2024 · 0 citationsarXiv
Constructing the Optimal Classification Model for Benign and Malignant Breast Tumors Based on Multifeature Analysis from Multimodal Images.38381383 · Tian, Ronghui, Lu, Guoxiu, Zhao, Nannan et al.2024 · 11 citationsJournal of imaging informatics in medicine. 2024;37(4):1386-1400
Benign and malignant classification of breast tumor ultrasound images using conventional radiomics and transfer learning features: A multicenter retrospective study.38508797 · Tian, Ronghui, Lu, Guoxiu, Tang, Shiting et al.2024 · 17 citationsMedical engineering & physics. 2024;125:104117
Attention gate and dilation U-shaped network (GDUNet): an efficient breast ultrasound image segmentation network with multiscale information extraction.38415149 · Chen, Jiadong, Shen, Xiaoyan, Zhao, Yu et al.2024 · 12 citationsQuantitative imaging in medicine and surgery. 2024;14(2):2034-2048
SRT: Swin-residual transformer for benign and malignant nodules classification in thyroid ultrasound images.38418029 · Huang, Long, Xu, Yanran, Wang, Shuhuan et al.2024 · 27 citationsMedical engineering & physics. 2024;124:104101
Deep Learning Mammography Classification with a Small Set of Data37860999 · Michael, Epimack, Ma, He, Mawagali, Palme2026 · 7 citationsCurrent medical imaging. 2024;20:e110823219688
Cascaded-TOARNet: A cascaded framework based on mixed attention and multiscale information for thoracic OARs segmentation.38063140 · Du, Wu, Guo, Huimin, Chen, Boyang et al.2024 · 3 citationsMedical physics. 2024;51(5):3405-3420
DPAM-PSPNet: ultrasonic image segmentation of thyroid nodule based on dual-path attention mechanism.37437581 · Wang, Shuhuan, Li, Zhiqing, Liao, Lingmin et al.2025 · 14 citationsPhysics in medicine and biology. 2023;68(16)
An effective convolutional neural network for classification of benign and malignant breast and thyroid tumors from ultrasound images.37195403 · Tian, Ronghui, Yu, Miao, Liao, Lingmin et al.2023 · 8 citationsPhysical and engineering sciences in medicine. 2023;46(3):995-1013
A facile inverse dynamics method to study the impacts of fatigue on the lower limb biomechanics.36572960 · Gong, Tianxing, Zhao, Aoxiang, Zhou, Jingqiu et al.2024 · 1 citationBiotechnology & genetic engineering reviews. 2023;39(2):676-687
Accurate segmentation of breast tumor in ultrasound images through joint training and refined segmentation.35961304 · Shen, Xiaoyan, Wu, Xinran, Liu, Ruibo et al.2022 · 5 citationsPhysics in medicine and biology. 2022;67(17)
Dilated transformer: residual axial attention for breast ultrasound image segmentation.36060605 · Shen, Xiaoyan, Wang, Liangyu, Zhao, Yu et al.2022 · 32 citationsQuantitative imaging in medicine and surgery. 2022;12(9):4512-4528
An Optimized Framework for Breast Cancer Classification Using Machine Learning.35224101 · Michael, Epimack, Ma, He, Li, Hong et al.2022 · 87 citationsBioMed research international. 2022;2022:8482022
Predicting the Reader's English Level From Reading Fixation Patterns Using the Siamese Convolutional Neural Network.35259110 · Fan, Kai, Cao, Jianmei, Meng, Ziheng et al.2022 · 6 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2022;30:1071-1080
Fus2Net: a novel Convolutional Neural Network for classification of benign and malignant breast tumor in ultrasound images.34794443 · Ma, He, Tian, Ronghui, Li, Hong et al.2021 · 26 citationsBiomedical engineering online. 2021;20(1):112
An Efficient Deep Learning Network for Automatic Detection of Neovascularization in Color Fundus Images.34892037 · Huang, He, Wang, Xiu, Ma, He2021 · 2 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021;2021:3688-3692
Robust Tracking Control of the Euler-Lagrange System Based on Barrier Lyapunov Function and Self-Structuring Neural Networks.34675970 · Wang, Yi, Ma, He, Wu, Weidong2021 · 2 citationsComputational intelligence and neuroscience. 2021;2021:1277349
Deep Learning With Data Enhancement for the Differentiation of Solitary and Multiple Cerebral Glioblastoma, Lymphoma, and Tumefactive Demyelinating Lesion.34490082 · Zhang, Yu, Liang, Kewei, He, Jiaqi et al.2022 · 18 citationsFrontiers in oncology. 2021;11:665891
Breast Cancer Segmentation Methods: Current Status and Future Potentials.34337066 · Michael, Epimack, Ma, He, Li, Hong et al.2021 · 129 citationsBioMed research international. 2021;2021:9962109
Lesion segmentation in breast ultrasound images using the optimized marked watershed method.34098970 · Shen, Xiaoyan, Ma, He, Liu, Ruibo et al.2024 · 30 citationsBiomedical engineering online. 2021;20(1):57
Radiomics-Based Features for Prediction of Histological Subtypes in Central Lung Cancer.33996583 · Li, Huanhuan, Gao, Long, Ma, He et al.2022 · 42 citationsFrontiers in oncology. 2021;11:658887
Sequence-based protein structure optimization using enhanced simulated annealing algorithm on a coarse-grained model.32833195 · Zhang, Lizhong, Ma, He, Qian, Wei et al.2021 · 3 citationsJournal of molecular modeling. 2020;26(9):250
A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification.33018290 · Jiang, Hongyang, Xu, Jie, Shi, Rongjie et al.2020 · 91 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2020;2020:1560-1563
Protein structure optimization using improved simulated annealing algorithm on a three-dimensional AB off-lattice model.32109854 · Zhang, Lizhong, Ma, He, Qian, Wei et al.2021 · 16 citationsComputational biology and chemistry. 2020;85:107237
Computed tomography-based predictive nomogram for differentiating primary progressive pulmonary tuberculosis from community-acquired pneumonia in children.31395012 · Wang, Bei, Li, Min, Ma, He et al.2020 · 48 citationsBMC medical imaging. 2019;19(1):63
An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification.31946303 · Jiang, Hongyang, Yang, Kang, Gao, Mengdi et al.2020 · 236 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2019;2019:2045-2048
Automatic Parallel Detection of Neovascularization from Retinal Images Using Ensemble of Extreme Learning Machine.31946914 · Huang, He, Ma, He, Qian, Wei2020 · 8 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2019;2019:4712-4716
Breast Cancer Classification with Ultrasound Images Based on SLIC1904.11322v2 · Zhihao Fang, Wanyi Zhang, He Ma2019 · 18 citationsarXiv
Preclinical comparison of regorafenib and sorafenib efficacy for hepatocellular carcinoma using multimodality molecular imaging.30928380 · Liu, Shengnan, Du, Yang, Ma, He et al.2020 · 27 citationsCancer letters. 2019;453:74-83
Multi-parametric MRI-based radiomics signature for discriminating between clinically significant and insignificant prostate cancer: Cross-validation of a machine learning method.31084754 · Min, Xiangde, Li, Min, Dong, Di et al.2019 · 141 citationsEuropean journal of radiology. 2019;115:16-21
Differentiating axillary lymph node metastasis in invasive breast cancer patients: A comparison of radiomic signatures from multiparametric breast MR sequences.30848041 · Chai, Ruimei, Ma, He, Xu, Mingjie et al.2020 · 64 citationsJournal of magnetic resonance imaging : JMRI. 2019;50(4):1125-1132
Assessing the performance of benign and malignant breast lesion classification with bilateral TIC differentiation and other effective features in DCE-MRI.30688398 · Li, Hong, Sun, Hang, Liu, Siqi et al.2020 · 18 citationsJournal of magnetic resonance imaging : JMRI. 2019;50(2):465-473
Multiscale imaging of colitis in mice using confocal laser endomicroscopy, light-sheet fluorescence microscopy, and magnetic resonance imaging.30701723 · Li, Tianmeng, Hui, Hui, Hu, Chaoen et al.2020 · 6 citationsJournal of biomedical optics. 2019;24(1):1-8
SeFM: A Sequential Feature Point Matching Algorithm for Object 3D Reconstruction1812.02925v3 · Zhihao Fang, He Ma, Xuemin Zhu et al.2018 · 2 citationsarXiv
Quantitatively Evaluating GANs With Divergences Proposed for Training1803.01045v2 · Daniel Jiwoong Im, He Ma, Graham Taylor et al.2018 · 35 citationsarXiv
Performance evaluation of breast cancer diagnosis with mammography, ultrasonography and magnetic resonance imaging.30103371 · Sun, Hang, Li, Hong, Si, Shuang et al.2019 · 13 citationsJournal of X-ray science and technology. 2018;26(5):805-813
Content-based image retrieval for Lung Nodule Classification Using Texture Features and Learned Distance Metric.29185058 · Wei, Guohui, Cao, Hui, Ma, He et al.2018 · 66 citationsJournal of medical systems. 2017;42(1):13
Generative Adversarial Parallelization1612.04021v1 · Daniel Jiwoong Im, He Ma, Chris Dongjoo Kim et al.2016 · 27 citationsarXiv
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