学术成果

Huang QH, Chen Z, He Y, Dong XF. Hybrid-supervised multi-branch neural network with semantic perception for thyroid nodule diagnosis using ultrasound images. Engineering Applications of Artificial Intelligence, vol. 181, article ID: 115615, 2026 (in press). DOI: 10.1016/j.engappai.2026.115615.

Zhou J, Xie S, Wang W, Huang QH, Dong XF. Feasibility and preliminary validation of an autonomous robotic ultrasound system for thyroid nodule screening: a pilot prospective study. Journal of Medical Ultrasonics, online ahead of print, Jul 2026. DOI: 10.1007/s10396-026-01667-z.

She CY, Lu RF, Chen LD, Wang W, Huang QH. EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 10800–10822, Jul 2026. DOI: 10.18653/v1/2026.acl-long.494.

Huang QH, An Z, Li G. A review of ultrasound video segmentation: From temporal modeling to clinical utility. Neurocomputing, vol. 699, article ID: 134407, 2026 (in press). DOI: 10.1016/j.neucom.2026.134407.

Li H, Huang QH. Complete Fuzzy Knowledge Representation With Knowledge Graph Embedding. IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1–18, online ahead of print, Jun 2026. DOI: 10.1109/TPAMI.2026.3701743.

Li G, Huang QH, Dong XF. Enhancing long-range contextual interactions via frequency-aware directional shifts for medical image segmentation. Applied Soft Computing, vol. 199, article ID: 115395, 2026 (in press). DOI: 10.1016/j.asoc.2026.115395.

Zeng XD, Li GJ, Li JJ, Li GL, Huang QH. Self-supervised saliency-guided dual-attention fusion for benign–malignant thyroid nodule diagnosis in ultrasound. Neurocomputing, vol. 685, article ID: 133641, Jul 2026. DOI: 10.1016/j.neucom.2026.133641.

Li H, Huang QH. DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 40(27), pp. 22913–22921, Mar 2026. DOI: 10.1609/aaai.v40i27.39455.

Huang QH, Gao S, Li G, Wang W. Fuzzy knowledge Perception with Fault Tolerance and Brain-inspired Reasoning for Diagnosis of Ultrasound images. IEEE Transactions on Fuzzy Systems,article ID :1-13, FEB 2026(IF11.9)

Pan J, Wang R, Ding W, Huang QH* et al. CM-PHI: combining multi-hop attention graph neural network with sequence semantic analysis to predict phage-host interaction. Expert Systems with Applications,article ID :296:128963, FEB 2026(IF7.5)

Hu HT, Li MD, Lin XX, Huang QH* et al. Addressing data heterogeneity in distributed medical imaging with heterosync learning. Nature Communications,article ID :16(1):9416, FEB 2025(IF15.7)

Lu RF, She CY, He DN, Huang QH* et al. AI enhanced diagnostic accuracy and workload reduction in hepatocellular carcinoma screening. npj Digital Medicine,article ID :8(1):500, FEB 2025(IF15.1)

Lu Z, Wei H, Ye F, Huang QH. Biclustering-KNN joint learning in anomaly detection for handling class-imbalance-problem. Knowledge-Based Systems,article ID :326:113991, FEB 2025(IF7.6)

Xian MF, Lan WT, Zhang Z,Huang QH* et al. Enhancing hepatocellular carcinoma diagnosis in non-high-risk patients: a customized ChatGPT model integrating contrast-enhanced ultrasound. Radiol med. La radiologia medica,article ID :130(7):1013-1023, FEB 2025(IF4.8)

Li G, Huang QH, Wang W, Liu L. Human visual perception-inspired medical image segmentation network with multi-feature compression. Artificial Intelligence in Medicine,article ID :165:103133, FEB 2025(IF4.8)

Huang QH, Li H, Xu H, Wang C. Nested evolution for interactively fusing feature agents and learning ensembled classifier agents. Pattern Recognition,article ID :173:112837, FEB 2025(IF4.8)

Li G, Huang QH, Wang W, Liu L. Selective and multi-scale fusion Mamba for medical image segmentation. Expert Systems with Applications,article ID :261:125518, FEB 2025(IF7.5)

Li G,Huang QH, Wang W, Liu L. Skin lesion segmentation by fusing local and global features using axial shift and spatial state model. Applied Soft Computing,article ID :178:113261, FEB 2025(IF6.6)

Li Z, Li M, Wang W, Huang QH. Ultrasound report generation with fuzzy knowledge and multi-modal large language model. Expert Systems with Applications,article ID :292:128555, FEB 2025(IF7.5)

Lin X-X, Li M-D, Ruan S-M, Ke W-P, Zhang H-R, Huang H, Wu S-H, Cheng M-Q, Tong W-J, Hu H-T, He D-N, Lu R-F, Lin Y-D, Kuang M, Lu M-D, Chen L-D, Huang QH* . Autonomous robotic ultrasound scanning system: a key to enhancing image analysis reproducibility and observer consistency in ultrasound imaging. Frontiers in Robotics and AI ,article ID :12:1527686.FEB 2025(IF2.91)

Huang SP*, Hong ZN, Wu BZ, Liang JL, Huang QH*. Spatio-temporal collaborative multiple-stream transformer network for liver lesion classification on multiple-sequence magnetic resonance imaging. Engineering Applications of Artificial Intelligence, article ID :142: 109933, FEB 2025(IF 7.5)

Pan J, Wang R, Liu WJ, Wang L, You ZH, Li YC, Duan ZM, Huang QH, Feng J, Sun YM*, Wang SW*. Predicting phage-host interaction via hyperbolic Poincaré graph embedding and large-scale protein language technique. iScience, article ID :28: 111647, FEB 2025(IF 4.6)

Yuan F, Wang G, Huang QH, et al. A newton interpolation network for smoke semantic segmentation. Pattern Recognition, 2025(IF 7.5)

Wang Z, Yuan YJ, Wang R., Nie FP, Huang QH*, Li XL*. Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection. IEEE Transactions on Neural Networks and Learning Systems. 2024 (IF 10.2)

Yuan F, Peng Y, Huang QH, et al. A Bi-Directionally Fused Boundary Aware Network for Skin Lesion Segmentation. IEEE Transactions on Image Processing. 2024(IF 10.8)

Ma HG, Gao SF, Sun YX, Qiu H, Gu Y, Huang QH*.Advances in Photoacoustic Skin Imaging.Chinese journal of lasers-zhongguo jiguang, May 2024(IF 1.8)

Xia H, Liao F, Bao B, Chen JT, Wang BL, Huang QH, Li ZJ. Perspective on Wearable Systems for Human Underwater Perceptual Enhancement. IEEE Transactions on Cybernetics, 2024(IF 9.4)

Huang QH*, Li GH. Knowledge graph based reasoning in medical image analysis: A scoping review. Computers in Biology and Medicine, article ID :182: 109100, Sep 2024(IF 7.0)

Huang QH*, Xu H, Li HN. Branching evolution for unknown objective optimization in biclustering. Applied Soft Computing, article ID: 166: 112182, Nov 2024 (IF 7.2)

Li MD, Li W, Lin XM, Lin XX, Hu HT, Wang YC, Ruan SM, Huang ZR, Lu RF, Li L, Kuang M, Lu MD, Chen LD, Wang W, Huang QH. Systematic comparison of deep-learning based fusion strategies for multi-modal ultrasound in diagnosis of liver cancer. Neurocomputing, article ID: 603: 128257, Nov 2024 (IF 5.5)

Li GJ, Huang QH*, Wang W, Liu LZ. Selective and multi-scale fusion Mamba for medical image segmentation. Expert Systems with Applications, article ID:125518, Nov 2024. (IF 7.5)

Wu BZ, Huang ZR, Liang JL, Yang H, Wang W, Huang SP*, Chen LD*, Huang QH. GLCV-NET: An automatic diagnosis system for advanced liver fibrosis using global-local cross view in B-mode ultrasound images. Computer Methods and Programs in Biomedicine, article ID: 108440, Dec 2024(IF 7.0)

Li L, Zhang MX, Chen YZ, Wang KN, Zhou GQ, Huang QH*. TAGL: temporal-guided adaptive graph learning network for coordinated movement classification. IEEE Transactions on Industrial Informatics, article ID: 3423311, 2024. (IF 11.7)

Li S, Wei XT, Wang L, Zhang GZ, Jiang LL, Zhou XH, Huang QH*. Dual-source dual-energy CT and deep learning for equivocal lymph nodes on CT images for thyroid cancer. European Radiology, Jun 2024. (IF 4.7)

Song MY, Wang JR, Yu ZH, Wang JX, Yang L, Lu YT, Li BC, Wang X, Wang XX, Huang QH, Li ZJ, Kanellakis N.I., Liu JF*, Wang J*, Wang BL*, Yang JT. PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis. Medical Image Analysis, article ID: 103248. (IF 10.7)

Li HN, Wang C, Huang QH*. Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification. IEEE Transactions on Fuzzy Systems, 2024. (IF 10.7)

Xu M, Zhu Z, Zhao Y, et al. RedCDR: Dual Relation Distillation for Cancer Drug Response Prediction. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024. (IF 3.6)

Li GH#, Huang QH#, Liu CY, Wang GY, Guo LL, Liu RN, and Liu LZ. Fully automated diagnosis of thyroid nodule ultrasound using brain-inspired inference. Neurocomputing, vol. 582, article ID: 127497, May 2024. (IF 5.5)

Lu ZK, Wei HN, Ye FY, Li S*, Huang QH*. Prediction of cervical lymph nodes recurrence after radiotherapy for early nasopharyngeal carcinoma via unsupervised diagnostic feature learning and supervised ensemble classifier learning. Biomedical Signal Processing and Control, vol. 91, article ID: 106075, 2024. (IF 4.9)

Zhang MX, Zhao LR, Wang XH, Lo W.L.A., Wen J, Li L, Huang QH*. Automatic extraction and measurement of ultrasonic muscle morphological parameters based on multi-stage fusion and segmentation. Ultrasonics, vol. 137, article ID: 107187, 2024. (IF 3.8)

Huang QH*, Gao B, Wang ML. Robot-Assisted Autonomous Ultrasound Imaging for Carotid Artery. IEEE Transactions on Instrumentation and Measurement, vol. 73, article ID: 4003009, 2024. (IF 5.6)

Lu ZK, She CY, Wang W, Huang QH*. LM-Net: A light-weight and multi-scale network for medical image segmentation. Computers in Biology and Medicine, vol. 168, article ID: 107717, Jan 2024. (IF 7.0)

Yang C, Chen MJ, Xu H, Li, JY, Huang QH*. Fully automatic spinal scanning and measurement based on multi-source vision information. Measurement, vol. 224, article ID: 113955, 2024. (IF 5.2)

Wei X, Feng T, Huang QH, Chen Q, Zuo C, Ma HG*. Deep learning-powered biomedical photoacoustic imaging. Neurocomputing, vol. 573, article ID: 127207, 2024. (IF 5.5)

Huang QH*, Zhou JK, Li ZJ. Review of robot-assisted medical ultrasound imaging systems: Technology and clinical applications. Neurocomputing, vol. 559, article ID: 126790, 2023. (IF 5.5)

Zhou JK, Tian HZ, Wang W, and Huang QH. Fully automated thyroid ultrasound screening utilizing multi-modality image and anatomical prior.Biomedical Signal Processing and Control, vol. 84, article ID: 105430, Jan 2024. (IF 4.9)

Li MD, Hu HT, Ruan SM, Cheng MQ, Chen LD, Huang ZR, Li W, Lin P, Yang H, Kuang M, Lu MD, Huang QH, Wang W*. ADMNet: Adaptive-Weighting Dual Mapping for Online Tracking With Respiratory Motion Estimation in Contrast-Enhanced Ultrasound. IEEE Transactions on Image Processing, vol. 33, pp. 58-68, 2023. (IF 10.8)

Luo YZ, Huang QH*, Liu LZ. Classification of tumor in one single ultrasound image via a novel multi-view learning strategy. Pattern Recognition, vol. 143, article ID: 109776, 2023. (IF 7.5)

Huang QH*, Wang D., Lu ZK, Zhou SC, Li JW, Liu LZ, Chang C. A novel image-to-knowledge inference approach for automatically diagnosing tumors. Expert Systems with Applications, vol. 229, article ID: 120450, 2023. (IF 7.5, Highly-Cited Paper)

Huang QH*, Wang YC, Luo H, Li JY. On mimicking human’s manipulation for robot-assisted spine ultrasound imaging. Robotic Intelligence and Automation, vol.43(4), pp.373-381. 2023(SCI检索)

Zhou GQ*, Wei H, Wang XY*, Wang KN, Chen YZ, Xiong F, Ren GQ, Liu CY, Li L*, Huang QH*. BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images. Computers in Biology and Medicine, vol. 162, article ID: 107092, 2023. (IF 7.0)

Li GH, Xiao LL, Wang GY, Liu Y, Liu LZ, Huang QH*. Knowledge tensor-aided breast ultrasound image assistant inference framework. Healthcare Vol. 11, No. 14, pp. 2014. 2023. (IF 2.4)

Tian HZ, Cai WJ, Ding WZ, Liang P, Yu J, Huang QH*. Long-term liver lesion tracking in contrast-enhanced ultrasound videos via a siamese network with temporal motion attention. Frontiers in Physiology, vol. 14, article ID: 1180713. 2023. (IF 3.2)

Lu ZK, Liu SH*, Qiu J, Huang QH, Yang C. An efficient method for parameter estimation and separation of multi-component LFM signals. Signal Processing, vol. 207, article ID: 108964. 2023. (IF 3.4)

Huang QH*, Tian HZ, Jia LZ, Li ZM, Zhou, ZS. A review of deep learning segmentation methods for carotid artery ultrasound images. Neurocomputing, vol.545, article ID: 126298. 2023. (IF 5.5)

Luo YZ, Lu ZK, Liu LZ, Huang QH*. Deep fusion of human-machine knowledge with attention mechanism for breast cancer diagnosis. Biomedical Signal Processing and Control, vol. 84, article ID: 104784, 2023. (IF 4.9)

Huang QH*, Jia LZ, Ren GQ, Wang XY, Liu CY. Extraction of vascular wall in carotid ultrasound via a novel boundary-delineation network. Engineering Applications of Artificial Intelligence, vol. 121, article ID: 106069, 2023. (IF 7.5)

Huang QH*, Zhao LR, Ren GQ, Wang XY, Liu CY, Wang W. NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface. Computers in Biology and Medicine, vol 155, 106718, 2023. (IF 7.0, Highly-Cited Paper)

Xi JN, Sun DH, Chang C, Zhou SC, Huang QH*. An omics-to-omics joint knowledge association subtensor model for radiogenomics cross-modal modules from genomics and ultrasonic images of breast cancers. Computers in Biology and Medicine, vol. 155, article ID: 106672, 2023. (IF 7.0)

Feng XF, Cai WJ, Zheng RQ, Tang LN, Zhou JH, Wang H, Liao JT, Luo BM, Cheng W, Wei A, Zhao WA, Jing X, Liang P, Yu J, Huang QH*. Diagnosis of Hepatocellular Carcinoma Using Deep Network with Multi-view Enhanced Patterns Mined in Contrast-Enhanced Ultrasound Data, Engineering Applications of Artificial Intelligence, vol. 118, article ID: 105635. 2023. (IF 7.5)

Huang QH*, Luo H, Yang C, Li JY, Deng QF, Liu P, Fu MQ, Li L, and Li XL. Anatomical Prior Based Vertebra Modelling for Reappearance of Human Spines, Neurocomputing, vol 500, pp. 750-760, Aug 2022. (IF 6, Highly-Cited Paper)

XI JN*, Wang DH, Yang XB, Zhang WS, Huang QH*. Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability. Biomedical Signal Processing and Control, vol. 79, article ID: 104144, 2023. (IF 4.9)

Sun JJ, Huang QH*. Two stages biclustering with three populations. Biomedical Signal Processing and Control, vol. 79, article ID: 104182, 2023. (IF 4.9)

Li GH, An C, Yu J, and Huang QH*. Radiomics analysis of ultrasonic image predicts sensitive effects of microwave ablation in treatment of patient with benign breast tumors. Biomedical Signal Processing and Control. Vol 76, article ID 103722, 2022. (IF 4.9)

Huang QH, Lei Y, Xing WY, et al. Evaluation of pulmonary edema using ultrasound imaging in patients with COVID-19 pneumonia based on a non-local Channel attention ResNet. Ultrasound in Medicine & Biology, vol. 48, no. 5, pp. 945-953, 2022. (IF 2.4)

Ma HG, Wang ZY, Zuo C, Huang QH*. Three dimensional confocal photoacoustic dermoscopy with an autofocusing sono‐opto probe. Journal of Biophotonics, vol. 15, no. 5, article ID e202100323, 2022. (IF 2.0)

Luo YZ, Huang QH*, and Li XL. Segmentation information with attention integration for classification of breast tumor in ultrasound image. Pattern Recognition, vol. 124, article ID 108427, 2022. (IF 8, Highly-Cited Paper)

Feng XF, Chen X, Dong CF, Liu YX, Liu Z, Ding RX, Huang QH*. Multi-scale information with attention integration for classification of liver fibrosis in B-mode US image. Computer Methods and Programs in Biomedicine, vol. 215, article ID 106598, 2022. (IF 4.9)

Huang QH*, and Ye LP. Multi-Task/Single-Task Joint Learning of Ultrasound BI-RADS Features. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol 69, no. 2, pp. 691-701, 2022. (IF 3.0)

Zhou JK, Pan FX, Li W, Hu HT, Wang W, Huang QH*. Feature Fusion for Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. Vol 69, no. 1, pp. 114-123, 2022. (IF 3.0)

Xi JN, Miao ZJ, Liu LZ, Yang XB, Zhang WS, Huang QH*, and Li XL. Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples. Neurocomputing. Vol 468, pp. 60-70, 2022. (IF 5.5)

Xi JN, Ye LP, Huang QH*, and Li XL. Tolerating Data Missing in Breast Cancer Diagnosis from Clinical Ultrasound Reports via Knowledge Graph Inference. Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2021. (EI)

Huang QH*, Miao ZJ, Zhou SC, Chang C, and Li XL. Dense Prediction and Local Fusion of Superpixels: A Framework for Breast Anatomy Segmentation in Ultrasound Image with Scarce Data. IEEE Transactions on Instrumentation and Measurement , vol. 70, article id: 5011508, 2021. (DOI: 10.1109/TIM.2021.3088421). (IF 5.6)

Yang C, Jiang MY, Chen MJ, Fu MQ, Li JY, Huang QH*. Automatic 3-D Imaging and Measurement of Human Spines with a Robotic Ultrasound System. IEEE Transactions on Instrumentation and Measurement, vol 70, article id: 7502713, 2021. (Online published, DOI: 10.1109/TIM.2021.3085110). (IF 5.6)

Xi JN, Chen JG, Wang Z, Ta DA, Lu B, Deng XD, Li XL, Huang QH*. Simultaneous Segmentation of Fetal Hearts and Lungs for Medical Ultrasound Images via an Efficient Multi-scale Model Integrated With Attention Mechanism. Ultrasonic Imaging, 43 (6), 308-319, 2021. (IF 2.5)

Yuan FN, Zhang L, Xia X, Huang QH, Li XL. A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation. IEEE Transactions on Image Processing, vol. 30, pp. 4409-4422, 2021. (IF 10.8)

Feng XF, Huang QH*, Li XL. Ultrasound image de-speckling by a hybrid deep network with transferred filtering and structural prior. Neurocomputing. Vol 414, pp. 346-355, 2020. (IF 5.5)

Huang QH*, Miao ZJ, Li JW, Liu LZ, and Li XL*. Classification of Breast Ultrasound with Human-Rating BI-RADS Scores Using Mined Diagnostic Patterns and Optimized Neural-network. Neurocomputing. Vol. 417, pp. 536-542, 2020. (IF 5.5)

Huang QH*, Pan FX, Li W, Yuan FN, Hu HT, Huang JH, Yu J, and Wang W*. Differential Diagnosis of Atypical Hepatocellular Carcinoma in Contrast-Enhanced Ultrasound Using Spatio-Temporal Diagnostic Semantics. IEEE Journal of Biomedical and Health Informatics. 24(10): 2860-2869, 2020. DOI: 10.1109/JBHI.2020.2977937 (Previous Title: IEEE Transactions on Information Technology in Biomedicine). (IF 6.7)

Huang QH*, Huang YH, Luo YZ, Yuan FN, and Li XL. Segmentation of Breast Ultrasound Image with Semantic Classification of Superpixels. Medical Image Analysis. 61: article id 101657, 2020. (IF 10.7)

Xi JN, Yuan XG, Wang MH, Li A, Li XL*, and Huang QH*. Inferring subgroup specific driver genes from heterogeneous cancer samples via subspace learning with subgroup indication. Bioinformatics. 36(6):1855-1863, 2020. (IF 4.4)

Huang QH*, Yao JN, Li JY*, Li M, Mark R. Pickering*, and Li XL. Measurement of Quasi-static 3-D Knee Joint Movement Based on the Registration from CT to US. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. 67(6): 1141-1150, 2020. (IF 3.0)

Huang QH*, Yang J, Feng XF, Liew AWC, and Li XL. Automated Trading Point Forecasting based on Bicluster Mining and Fuzzy Inference. IEEE Transactions on Fuzzy Systems. Vol 28, no. 2, pp. 259-272, 2020. (IF 10.7)

Huang QH*, Chen YD, Liu LZ, Tao DC, and Li XL*. On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. IEEE Transactions on Knowledge and Data Engineering , vol 32, no. 4, pp. 728-738, 2020. (IF 8.9, Highly-Cited Paper)

Huang QH*, Hu BZ, and Zhang F. Evolutionary Optimized Fuzzy Reasoning with Mined Diagnostic Patterns for Classification of Breast Tumors in Ultrasound. Information Sciences 502: 525-536, 2019. (IF 8.233)

Yuan FN, Zhang L, Xia X, Huang QH*, and Li XL. A Wave-shaped Deep Neural Network for Smoke Density Estimation, IEEE Transactions on Image Processing, 29: 2301-2313, 2019. (IF 10.8)

Tang HJ, Li YS*, Han X, Huang QH*, and Xie WX. A spatial-spectral prototypical network for hyperspectral remote sensing image. IEEE Geoscience and Remote Sensing Letters. 17(1): 167-171, 2020. (IF 4.0)

Huang QH*, Deng QF, Li L, Yang JL, and Li XL. Scoliotic Imaging with A Novel Double-Sweep 2.5-Dimensional Extended Field-of-View Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. Vol. 66, no. 8, pp. 1304-1315, Aug 2019. (IF 3.0)

Huang QH*, Lan JL. Remote control of a robotic prosthesis arm with six-degree-of-freedom for ultrasonic scanning and three-dimensional imaging. Biomedical Signal Processing and Control. 54: 101606, 2019. (IF 4.9)

Huang QH*, Lan JL, and Li X. Automatic ultrasound scanning system based on robotic arm. Science China – Information Sciences. Vol. 62, no. 5, article ID 050211, 2019. (IF 7.3)

Yuan FN, Zhang L, Xia X, Wan BY, Huang QH*, and Li XL. Deep smoke segmentation. Neurocomputing. 357: 248-260, 2019. (IF 5.5)

Li YS, Li QT, Huang QH, Xia RJ, and Li XL. Spatiotemporal interest point detector exploiting appearance and motion-variation information. Journal of Electronic Imaging. 28(3): 033002, 2019. (IF 1.0)

Li YS, Wang XC, Huang QH*, Hu XH, and Xie WX. Robust multi-view representation for spatial-spectral domain in application of hyperspectral image classification. IET Computer Vision. Vol. 13, no. 2, pp. 90-96, Mar 2019. (IF 1.5)

Sun JJ, Huang QH*, and Li XL. Determination of Temporal Stock Investment Styles via Biclustering Trading Patterns. Cognitive Computation. Vol. 11, pp.799-808, Mar 2019 (DOI: 10.1007/s12559-019-9626-9) (IF 4.3)

Yuan FN, Shi JT, Xia X, Huang QH*, and Li XL. Co-occurrence Matching of Local Binary Patterns for Improving Visual Adaption and Its application to Smoke Recognition. IET Computer Vision, vol. 13, no. 2, pp. 178-187, Mar 2019. (IF 1.5)

Huang QH*, Huang XH, Kong ZF, Tao DC, and Li XL. Bi-Phase evolutionary searching for biclusters in gene expression data. IEEE Transactions on Evolutionary Computation. Vol. 23, no. 5, pp. 803-814, 2019. (IF 11.7)

Huang QH*, Lan JL, and Li XL. Robotic arm based automatic ultrasound scanning for three-dimensional imaging. IEEE Transactions on Industrial Informatics. Vol. 15, no. 2, pp.1173-1182, Feb 2019. ( Doi: 10.1109/TII.2018.2871864) (IF 11.7)

Huang QH*, Zhang F, and Li XL. Machine learning in ultrasound computer-aided diagnostic systems: A survey. BioMed Research International. Article ID: 5137904, 2018. (IF 2.6)

Huang QH*, Huang XH, LZ Liu, YD Lin, XZ Long, XL Li. A Case-oriented Web-based Training System for Breast Cancer Diagnosis. Computer Methods and Programs in Biomedicine. Vol 156, pp. 73-83, 2018. (IF 4.9)

Huang QH*, Zhang F, XL Li. Few-shot Decision Tree for Diagnosis of Ultrasound Breast Tumor Using BI-RADS Features. Multimedia Tools and Applications. Vol 77, pp. 29905–29918, 2018. (IF 3.0)

Huang QH*, Zhang F, XL Li. A New Breast Tumor Ultrasonography CAD System Based on Decision Tree and BIRADS Features. World Wide Web. 21(6):1491-1504, 2018. (IF 4.38)

Huang QH*, Kong ZF, Yanshan Li*, Yang J, and Li XL. Discovery of Trading points based on Bayesian Modeling of Trading Rules. World Wide Web. 21(6):1473-1490, 2018. (IF 4.38)

Huang QH*, Wu BW, Lan JL, and Li XL. Fully Automatic Three-Dimensional Ultrasound Imaging Based on Conventional B-scan. IEEE Transactions on BioMedical Circuits and Systems. vol 12, no. 2, pp. 426-436, 2018. (IF 3.8)

Chen ZP, Huang QH *. Real-time freehand 3D ultrasound imaging. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 6(1): 74-83, 2018. (IF 2.46)

Li YS, Xu JJ, Xia RJ, Huang QH*, Xie WX, and Li XL. Extreme-constrained spatial-spectral corner detector for image-level classification. Pattern Recognition Letters. 109: 110-119, 2018. (IF 3.9)

Guo LH, Guo CG, Li L, Huang QH*, Yanshan Li, and Li XL. Two-Stage Local Constrained Sparse Coding for Fine-Grained Visual Categorization. Science China – Information Sciences. 61(1): 018104, Jan 2018. (IF 7.3)

Huang QH*, Zeng ZZ, and Li XL. 2.5-D Extended Field-of-View Ultrasound. IEEE Transactions on Medical Imaging. 37(4): 851-859, 2018. (IF 8.9)

Li YS, Xia RJ, Huang QH*, Xie WX, and Li XL. Survey of Spatio-Temporal Interest Point Detection Algorithms in Video. IEEE Access. Vol. 5, pp. 10323-10331, 2017. (IF 3.4)

Wang Q, Huang QH, Yeow JT, Pickering MR, and Saarakkala S. Quantitative Analysis of Musculoskeletal Ultrasound: Techniques and Clinical Applications. BioMed Research International . Article ID 9694316, 2017. (IF 3.6)

Luo YZ, Liu LZ, Huang QH*, and Li XL. A Novel Segmentation Approach Combining Region- and Edge-based Information for Ultrasound Images. BioMed Research International. Article ID 9157341, 2017. (IF 2.6)

Huang QH*, and Zeng ZZ. A Review on Real-Time 3D Ultrasound Imaging Technology. BioMed Research International. Article ID. 6027029, 2017. (IF 2.6)

Huang QH*, Luo YZ, and Zhang QZ. Breast Ultrasound Image Segmentation: A Survey. International Journal of Computer Assisted Radiology and Surgery. 12(3): 493-507, 2017. (IF 2.3)

Liang SJ, Yang F, Wen TX, Yao ZW, Huang QH, and Ye CK. Nonlocal total variation based on symmetric Kullback-Leibler divergence for the ultrasound image despeckling. BMC Medical Imaging. 17:57, 2017. (DOI 10.1186/s12880-017-0231-7) (IF 2.9)

XF Feng, XY Guo, and Huang QH*. Systematic Evaluation on Speckle Suppression Methods in Examination of Ultrasound Breast Images. Applied Sciences, 7(1), article no. 37, Jan 2017. (IF 2.5)

Ling Q, Deng SB, Li F, Huang QH*, and Li XL. A Feedback Based Robust Video Stabilization Method for Traffic Videos. IEEE Transactions on Circuits and Systems for Video Technology. Vol. 28, no. 3, pp.561-572, 2018. (IF 8.3)

Lin CY, Yi T, Gao YZ, Zhou JH, Huang QH*. Early detection and assessment of liver fibrosis by using ultrasound RF time series. Journal of Medical and Biological Engineering. 37(5): 717-729, 2017. (IF 1.6)

Du J, Mao XL, Ye PF, and Huang QH*. Three-Dimensional Reconstruction and Visualization of Human Enamel Ex Vivo Using High Frequency Ultrasound. Journal of Medical and Biological Engineering. 37(1): 112-122, 2017. (IF 1.6)

Gao HT, Huang QH*, Xu XM, and Li XL. Wireless and Sensorless 3D ultrasound imaging. Neurocomputing. 196: 159-171, 2016. (IF 5.5)

Chen ZH, Chen YD, Huang QH*. Development of a wireless and near real-time 3D ultrasound strain imaging system. IEEE Transactions on Biomedical Circuits and Systems. 10(2): 394-403, 2016. (IF 3.8)

Wang Q, Liu ZW, Wang YN, Pan QY, Feng QJ, Huang QH, and Chen WF. Quantitative Ultrasound Assessment of Cartilage Degeneration in Ovariectomized Rats with Low Estrogen Levels. Ultrasound in Medicine and Biology. 42 (1): 290-298, 2016. (IF 2.4)

Li YS, Liu WM, and Huang QH*. Traffic Anomaly Detection Based on Image Descriptor in Videos. Multimedia Tools and Applications. 75(5): 2487-2505, 2016. (IF 3.0)

Li YS, Liu WM, Huang QH*, and Li XL. Fuzzy bag of words for social image description. Multimedia Tools and Applications. 75(3): 1371-1390, 2016. (IF 3.0)

Yang FB, Huang QH*, Jin LW, and Liew AWC. Segmentation and Recognition of Multi-Model Photo Event. Neurocomputing. 172: 159-167, 2016. (IF 5.5)

Wang WN, Cai D, Liu JC, Huang QH*, Xu XM, and Li XL. Synthesized Computational Aesthetic Evaluation of photos. Neurocomputing. 172: 244-252, 2016. (IF 5.5)

Shi J, Jiang QK, Zhang Q, Huang QH*, and Li XL. Sparse Kernel Entropy Component Analysis for Dimensionality Reduction of Biomedical Data. Neurocomputing. 168: 930-940, 2015. (IF 5.5)

Li YS, Huang QH*, and Li XL. Fuzzy Visual Codebook Based on Fuzzy Geometry for Large-Scale Image Classification. Pattern Recognition. 48: 3125-3134, 2015(IF 7.5)

Huang QH, Xie B, Ye PF and Chen ZH. Correspondence-3-D ultrasonic strain imaging based on a linear scanning system. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. 62(2): 392-400, Feb 2015. (IF 3.0)

Huang QH, Wang T, Tao DC, and Li XL. Biclustering learning of trading rules. IEEE transactions on Cybernetics. 45(10): 2287-2298, 2015. (IF 9.4)

Huang QH, Huang YP, Hu W, and Li XL. Bezier interpolation for 3-D freehand ultrasound. IEEE Transactions on Human-Machine Systems. 45(3): 385-392, 2015. (IF 3.5)

Chang HL, Chen ZP, Huang QH*, Shi J, and Li XL. Graph-Based Learning for Segmentation of 3D Ultrasound images. Neurocomputing. 151: 632-644, 2015. (IF 5.5)

Ling Q, Li ZH, Huang QH, and Li XL. A robust gradient based algorithm to correct bias fields of brain MR images. IEEE Transactions on Autonomous Mental Development. 7 (3): 256-264, 2015. (IF 3.0)

Pan QY, Chen ZH, Wang Q, Huang QH, Chen WF, and Feng QJ. Automatic extraction of the pennation angle of the gastrocnemius muscles from ultrasound radiofrequency signals. Journal of Southern Medical University, 35(8): 1116-1121, 2015.

Huang QH, Yang FB, Liu LZ, and Li XL. Automatic Segmentation of Breast Lesions for Interaction in Ultrasonic Computer-Aided Diagnosis. Information Sciences. Vol. 314, pp. 293-310, 2015.

Huang QH. Current Research and Clinical Application of Ultrasound Imaging in Musculoskeletal System. Current Medical Imaging Reviews. 10(4): 235-236, 2014. (IF 1.1)

Wang T, Wu JM, and Huang QH*. Enhanced Extended-Field-of-View Ultrasound for Musculoskeletal Tissues using Parallel Computing. Current Medical Imaging Reviews. 10(4): 237-245, 2014. (IF 1.1)

Huang QH, Chen BS, Wang JD, and Mei T. Personalized Video Recommendation through Graph Propagation. ACM Transactions on Multimedia Computing, Communications and Applications. 10 (4), Article no. 32, 2014. (IF 5.2)

Li YS, Liu WM, Li XT, Huang QH *, and Li XL. GA-SIFT: A new scale invariant feature transform for multispectral image using geometric algebra. Information Sciences. 281: 559-572, 2014.

Fu J, Wei G, Huang QH *, Ji F, and Feng YZ. Barker Coded Excitation Using Linear Frequency Modulated Carrier for Ultrasound Imaging. Biomedical Signal Processing and Control. 13: 306-312, 2014. (IF 4.9)

Liu ZW, Chen ZH, Pan QY, Ye PF, Wang Q, Feng QJ, Huang QH, and Chen WF. Degenerative Changes in Articular Cartilage of Human Femoral Head Assessed Using Quantitative Ultrasonography: a Preliminary Study. Current Medical Imaging Reviews. 10(4): 266-271, 2014. (IF 1.1)

Guo LH, Xiong YC, Huang QH*, and Li XL. Image esthetic assessment using both hand-crafting and semantic features. Neurocomputing. 143: 14-26, 2014. (IF 5.5)

Huang QH, Bai X, Li YG, Jin LW, and Li XL. Optimized graph-based segmentation for ultrasound images. Neurocomputing. 129: 216-224, 2014. (IF 5.5)

Huang QH, Yang Z, Hu W, Jin LW, Wei G, and Li XL. Linear tracking for 3-D medical ultrasound Imaging. IEEE Transactions on Cybernetics. 43(6):1747-1754, 2013. (IF 9.4)

Zheng SH, Huang QH*, Jin LW, and Wei G. Real-time Extended-Field-of-View ultrasound based on a standard PC. Applied Acoustics. 73 (4): 423-432, 2012. (IF 3.4)

Huang QH, Tao DC, Li XL, and Liew A. Parallelized evolutionary learning for detection of biclusters in gene expression data. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9(2): 560-570, 2012. (IF 3.6)

Huang QH, Lee SY, Liu LZ, Lu MH, Jin LW, and Li AH. A robust graph-based segmentation method for breast tumors in ultrasound images. Ultrasonics. 52 (2): 266-275, 2012. (IF 3.8.)

Huang QH. Discovery of time-inconsecutive co-movement patterns of foreign currencies using an evolutionary biclustering method. Applied Mathematics and Computation. 218 (8): 4353-4363, 2011. (IF 3.5)

Huang QH, Tao DC, Li XL, Jin LW and Wei G. Exploiting local coherent patterns for unsupervised feature ranking. IEEE Transactions on Systems, Man and Cybernetics Part B-Cybernetics. 41 (6): 1471-1482, 2011. (IF 6.2)

Cui HX, Wei G, Huang QH, and Yu CY. A game theoretic approach for power allocation with Qos constraints in wireless multimedia sensor network. Multimedia Tools and Applications. 51: 983-996, 2011. (IF 3.0)

Lee, SY, Huang QH, Jin LW, Lu MH, Wang TF. A graph-based segmentation method for breast tumors in ultrasound images. 2010 4th International Conference on Bioinformatics and Biomedical Engineering, pp. 1-4, 2010.

Kong LY, Huang QH, Lu MH, Zheng SH, Jin LW, Chen SP. Accurate image registration using SIFT for extended-field-of-view sonography. 2010 4th International Conference on Bioinformatics and Biomedical Engineering, pp. 1-4, 2010.

Huang QH, Zheng YP, Lu MH, Wang TF, and Chen SP. A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation. Computerized Medical Imaging and Graphics. 33 (2): 100-110, 2009. (IF 5.4)

Huang QH, Lu MH, Zheng YP, and Chi ZR. Speckle suppression and contrast enhancement in reconstruction of freehand 3D ultrasound images using an adaptive distance-weighted method. Applied Acoustics. 70 (1): 21-30, 2009. (IF 3.4)

Lu MH, Zheng YP, Huang QH, Ling HY, Wang Q, Bridal SL, Qin L, and Mak AFT. Noncontact evaluation of articular cartilage degeneration using a novel ultrasound water jet indentation system. Annals of Biomedical Engineering. 37 (1): 164-175, 2009. (IF 3.0)

Huang YP, Zheng YP, Wang SZ, Chen ZP, Huang QH, and He YH. An optical coherence tomography (OCT)-based air jet indentation system for measuring the mechanical properties of soft tissues. Measurement Science & Technology. 20 (1), Article No. 015805, 2009. (IF 2.7)

Lu MH, Yu W, Huang QH, Huang YP, and Zheng YP. A Hand-held Indentation System for the Assessment of Mechanical Properties of Soft Tissues in vivo. IEEE Transactions on Instrumentation & Measurement. 58(9): 3079-3085, 2009. (IF 5.6)

Lu MH, Zheng YP, Lu HB, Huang QH, and Qin L. Evaluation of Bone-Tendon Junction Healing Using Water Jet Ultrasound Indentation Method. Ultrasound in Medicine and Biology. 35(11): 1783-1793, 2009. (IF 2.4)

Guo JY, Zheng YP, Huang QH, Chen X, He JF, and Chan HLW. Performances of one-dimensional Sonomyography and surface Electromyography in tracking guided patterns of wrist extension. Ultrasound in Medicine and Biology. 35 (6): 894-902, 2009. (IF 2.4)

Huang QH, and Zheng YP. Volume reconstruction of freehand three-dimensional ultrasound using median filters. Ultrasonics. 48 (3): 182-192, 2008. (IF 3.8)

Shi J, Zheng YP, Huang QH, and Chen X. Continuous Monitoring of Sonomyography, Electromyography and torque generated by normal upper arm muscles during isometric contraction: Sonomyography assessment for arm muscles. IEEE Transactions on Bio-Medical Engineering. 55 (3): 1191-1198, 2008. (IF 4.4)

Guo JY, Zheng YP, Huang QH, and Chen X. Dynamic monitoring of forearm muscles using one-dimensional sonomyography system. Journal of Rehabilitation Research and Development. 45 (1): 187-196, 2008. (IF 1.2)

Wang Q, Zheng YP, Qin L, Huang QH, Lam WL, Leung G, Guo X, and Lu HB. Ultrasonic assessment of progressive proteoglycan depletion of articular cartilage in real-time. Ultrasound in Medicine and Biology. 34 (7): 1085-1092, 2008. (IF 2.4)

Lu MH, Zheng YP, and Huang QH. A novel method to obtain modulus image of soft tissues using ultrasound water jet indentation. IEEE Transactions on Bio-Medical Engineering. 54 (1): 114-121, 2007. (IF 4.4)

Shi J, Zheng YP, Chen X, and Huang QH. Assessment of muscle fatigue using Sonomyography: Muscle thickness change detected from ultrasound images. Medical Engineering & Physics. 29 (4): 472-479, 2007. (IF 1.7)

Huang QH, and Zheng YP. An adaptive squared-distance-weighted interpolation for volume reconstruction in 3D freehand ultrasound. Ultrasonics. 44: E73-E77, 2006. (IF 3.8)

Zheng YP, Li ZM, Choi APC, Lu MH, Chen X, and Huang QH. Ultrasound palpation sensor for tissue thickness and elasticity measurement - Assessment of transverse carpal ligament. Ultrasonics. 44: E313-E317, 2006. (IF 3.8)

Zheng YP, Chan MMF, Shi J, Chen X, and Huang QH. Sonomyography: monitoring morphological changes of forearm muscles in actions with the feasibility for the control of powered prosthesis. Medical Engineering & Physics. 28 (5): 405-415, 2006. (IF 1.7)

Huang QH, Zheng YP, Robert Li, and Lu MH. 3-D measurement of body tissues based on ultrasound images with 3-D spatial information. Ultrasound in Medicine and Biology. 31 (12): 1607-1615, 2005. (IF 2.4)

Huang QH, and Zheng YP. A new scanning approach for limb extremities using a water bag in freehand 3-D ultrasound. Ultrasound in Medicine and Biology. 31 (4): 575-583, 2005. (IF 2.4)

Huang QH, Zheng YP, Lu MH, and Chi ZR. Development of a portable 3D ultrasound imaging system for musculoskeletal tissues. Ultrasonics. 43 (3): 153-163, 2005. (IF 3.8)

Lu MH, Zheng YP, and Huang QH. A novel noncontact ultrasound indentation system for measurement of tissue material properties using water jet compression. Ultrasound in Medicine and Biology. 31(6): 817-826, 2005. (IF 2.4)