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Publications: DR Qianni Zhang

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Wang Y, Li Z, Wu C, Liu J, Zhang Y, Ni J, Luo Q, Chen J et al. ( 2026 ) . MICCAI STS 2024 Challenge: Semi-Supervised Instance-Level Tooth Segmentation in Panoramic X-ray and CBCT Images . Medical Image Analysis vol. 110 ,
Bransby KM, He X, Bourantas CV, Ulutas AE, Yap N, Kakizaki R, Ueki Y, Häner J et al. ( 2026 ) . IntraCross: Cross-modality graph matching for intravascular sequence registration . Computers in Biology and Medicine vol. 205 ,
Ahmed HT, Berner D, Zhang Q, Verheyen K, Llabres-Diaz F, Peter VG, Chang Y-M ( 2026 ) . Bridging Species with AI: A Cross-Species Deep Learning Model for Fracture Detection and Beyond . Bioengineering vol. 13 , ( 2 )
Wang Y, Zhang Y, Chen X, Wang S, Qian D, Ye F, Xu F, Zhang H et al. ( 2026 ) . MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation . Pattern Recognition vol. 170 ,
Bajaj R, Huang X, Alves-Kotzev N, Weyers JJ, Levine M, Garg M, Mohamed M, Maung S et al. ( 2026 ) . Deep learning-based plaque characterization in hybrid IVUS-OCT images is superior to single-modality deep learning analysis and human experts: head-to-head comparison against histology . Cardiovascular Research
He X, Bransby KM, Ulutas AE, Kumaran T, Yap NAL, Zeren G, Zeng H, Zhang Y-J et al. ( 2026 ) . A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data . European Heart Journal - Digital Health vol. 7 , ( 2 )
He Y, Zhang Q, Miquel ME ( 2025 ) . PRORED: a hybrid transformer framework with progressive refinement decoding for segmenting dynamic speech MRI . BJR|Artificial Intelligence vol. 3 , ( 1 )
Huang X, Wang H, Chen S, Jiang S, Bajaj R, Yap NAL, Cap M, Zhang X et al. ( 2025 ) . PricoMS: Prior-coordinated multiscale synthesis network for self-supervised–aided vessel segmentation in intravascular ultrasound image amidst label scarcity . Knowledge-Based Systems vol. 330 ,
He X, Bransby KM, Ulutas AE, Kumaran T, Yap NAL, Zeren G, Zeng H, Zhang Y et al. ( 2025 ) . A novel framework for fully-automated co-registration of intravascular ultrasound and optical coherence tomography imaging data .
Xu Z, Jiang X, Gao X, Zhao S, Zhang Q, Li W, Gao X ( 2025 ) . ALCReg: Active Label Correction for Partial Point Cloud Registration . Conference: 2025 IEEE International Conference on Multimedia and Expo (ICME) vol. 00 , 1 - 6 .
Jiang X, Guo Y, Huang J, Wu Y, Luo M, Xu Z, Zhang Q, Huang X et al. ( 2025 ) . DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation . Expert Systems with Applications vol. 281 ,
Xu Z, Gao X, Jiang X, Cheng S, Zhang Q, Li W, Gao X ( 2025 ) . S 2 Reg: Structure-semantics collaborative point cloud registration . Pattern Recognition vol. 161 ,
He Y, Zhang Q, Miquel ME ( 2025 ) . DAG-UNet: Dissimilarity-Aware Global Context Guided Lightweight UNet for Medical Image Segmentation . Conference: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) vol. 00 , 1 - 5 .
Bashir U, Wang C, Smillie R, Khan AKR, Ahmed HT, Ordidge K, Power N, Gerlinger M et al. ( 2025 ) . Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: a multi-site technical validation study . Clinical Radiology vol. 85 ,
He Y, Miquel ME, Zhang Q ( 2024 ) . SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation . Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 , vol. 15009 , Springer Nature
Bransby KM, Bajaj R, Ramasamy A, Çap M, Yap N, Slabaugh G, Bourantas C, Zhang Q ( 2024 ) . POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation . Computers in Biology and Medicine vol. 182 ,
Vargas CJ, Zhang Q, Izquierdo E ( 2024 ) . Joint Neural Networks for One-shot Object Recognition and Detection .
Huang X, Huang J, Zhao K, Zhang T, Li Z, Yue C, Chen W, Wang R et al. ( 2024 ) . SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation . IEEE Transactions on Medical Imaging vol. 43 , ( 8 ) 3044 - 3056 .
Ahmed H, Zhang Q, Donnan R, Alomainy A ( 2024 ) . Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images . Journal of Medical Imaging vol. 11 , ( 3 ) 034008 - 034008 .
Ahmed H, Zhang Q, Donnan R, Alomainy A ( 2024 ) . Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review . Journal of Imaging vol. 10 , ( 4 )
Xu Z, Huang X, Yuan B, Wang Y, Zhang Q, Li W, Gao X ( 2024 ) . Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation . Science China Information Sciences vol. 67 , ( 4 )
Xu Z, Jiang X, Gao X, Gao R, Gu C, Zhang Q, Li W, Gao X ( 2024 ) . IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion . IEEE Transactions on Multimedia vol. 26 , 7475 - 7489 .
Li Y, Wang L, Huang X, Wang Y, Dong L, Ge R, Zhou H, Ye J et al. ( 2024 ) . Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM . IEEE Journal of Biomedical and Health Informatics vol. 28 , ( 1 ) 66 - 77 .
Ahmed H, Zhang Q, Wong F, Donnan R, Alomainy A ( 2023 ) . Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector . Journal of Imaging vol. 9 , ( 11 )
Huang X, Bajaj R, Cui W, Hendricks MJ, Wang Y, Yap NAL, Ramasamy A, Maung S et al. ( 2023 ) . CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks . Frontiers in Cardiovascular Medicine vol. 10 ,
Xu Z, Yuan B, Zhao S, Zhang Q, Gao X ( 2023 ) . Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation . Conference: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) vol. 00 , 18052 - 18062 .
Bransby KM, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . Joint Dense-Point Representation for Contour-Aware Graph Segmentation . Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 , vol. 14222 , Springer Nature
Bajaj R, Huang X, Alves-Kotzev N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 2023 ) . TCT-613 Comparison of Histology-Trained Deep Learning Approach With Human Expert Analysts for Automated Plaque Component Classification in Hybrid Intravascular Ultrasound-Optical Coherence Tomography Images . Journal of the American College of Cardiology vol. 82 , ( 17 ) b246 - b247 .
Lin J, Huang X, Zhou H, Wang Y, Zhang Q ( 2023 ) . Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images . Medical Image Analysis vol. 89 ,
Huang X, Bajaj R, Li Y, Ye X, Lin J, Pugliese F, Ramasamy A, Gu Y et al. ( 2023 ) . POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation . Medical Image Analysis vol. 89 ,
Molina EGL, Huang X, Zhang Q ( 2023 ) . Disagreement attention: Let us agree to disagree on computed tomography segmentation . Biomedical Signal Processing and Control vol. 84 ,
Sun Y, Dai D, Zhang Q, Wang Y, Xu S, Lian C ( 2023 ) . MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation . Pattern Recognition vol. 139 ,
Bransby KM, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . Joint Dense-Point Representation for Contour-Aware Graph Segmentation .
Krams R, Chamorro L, Komo Z, Bashir A, Torii R, Bourantas C, Zhang Q, Mathur A et al. ( 2023 ) . BS14 A fully automated vulnerable plaque classifier for oct using co-registered histological images and transfer learning learning . Conference: Basic Sciencea255.3 - a2a256 .
Bransby KM, Tufaro V, Çap M, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . 3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks . Conference: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) vol. 00 , 1 - 5 .
Shao J, Huang X, Gao T, Cao J, Wang Y, Zhang Q, Lou L, Ye J ( 2023 ) . Deep learning-based image analysis of eyelid morphology in thyroid-associated ophthalmopathy . Quantitative Imaging in Medicine and Surgery vol. 0 , ( 0 ) 0 - 0 .
Bransby KM, Tufaro V, Cap M, Slabaugh G, Bourantas C, Zhang Q ( 2023 ) . 3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks .
Lou L, Huang X, Sun Y, Cao J, Wang Y, Zhang Q, Tang X, Ye J ( 2023 ) . Automated photographic analysis of inferior oblique overaction based on deep learning . Quantitative Imaging in Medicine and Surgery vol. 0 , ( 0 ) 0 - 0 .
Ahmed HT, Zhang Q, Donnan R, Alomainy A ( 2022 ) . Framework of Unsupervised based Denoising for Optical Coherence Tomography . Conference: 2022 7th International Conference on Biomedical Signal and Image Processing (ICBIP)19 - 24 .
Ahmed H, Zhang Q, Donnan R, Alomainy A ( 2022 ) . Attention Based Speckle Reduction for Optical Coherence Tomography in Ophthalmology and Dentistry . Conference: 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) vol. 00 , 1 - 6 .
Li Y, Wang Y, Dong L, Ye J, Wang L, Ge R, Zhou H, Zhang Q ( 2022 ) . Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM . Computational Mathematics Modeling in Cancer Analysis , vol. 13574 , Springer Nature
Cui W, Wang Y, Li Y, Song D, Zuo X, Wang J, Zhang Y, Zhou H et al. ( 2022 ) . CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation . Data Augmentation, Labelling, and Imperfections , vol. 13567 , Springer Nature
Bajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 2022 ) . TCT-254 Histology-Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images . Journal of the American College of Cardiology vol. 80 , ( 12 )
Zhao A, Li J, Dong J, Qi L, Zhang Q, Li N, Wang X, Zhou H ( 2022 ) . Multimodal Gait Recognition for Neurodegenerative Diseases . IEEE Transactions on Cybernetics vol. 52 , ( 9 ) 9439 - 9453 .
Cui W, Wang Y, Zhang Q, Zhou H, Song D, Zuo X, Jia G, Zeng L ( 2022 ) . CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images . Intelligent Robotics and Applications , vol. 13458 , Springer Nature
Li Y, Wang Y, Zhou H, Wang H, Jia G, Zhang Q ( 2022 ) . DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images . Intelligent Robotics and Applications , vol. 13458 , Springer Nature
Jin K, Huang X, Zhou J, Li Y, Yan Y, Sun Y, Zhang Q, Wang Y et al. ( 2022 ) . FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation . Scientific Data vol. 9 , ( 1 )
Cui W, Wang Y, Li Y, Song D, Zuo X, Wang J, Zhang Y, Zhou H et al. ( 2022 ) . CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation .
Lou L, Sun Y, Huang X, Jin K, Tang X, Xu Z, Zhang Q, Wang Y et al. ( 2022 ) . Automated Measurement of Ocular Movements Using Deep Learning-Based Image Analysis . Current Eye Research vol. 47 , ( 9 ) 1346 - 1353 .
Liu Z, Tong L, Chen L, Jiang Z, Zhou F, Zhang Q, Zhang X, Jin Y et al. ( 2022 ) . Deep learning based brain tumor segmentation: a survey . Complex & Intelligent Systems vol. 9 , ( 1 ) 1001 - 1026 .
Xu Z, Huang X, Moro CF, Bozóky B, Zhang Q ( 2022 ) . GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis .
Ahmed H, Zhang Q, Donnan R, Alomainy A ( 2022 ) . Unsupervised Region-Based Denoising for Optical Coherence Tomography Framework . Conference: 2022 7th International Conference on Computational Intelligence and Applications (ICCIA) vol. 00 , 267 - 273 .
Cui W, Wang Y, Zhang Q, Zhou H, Song D, Zuo X, Jia G, Zeng L ( 2022 ) . CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images .
Bayliss W, Murn L, Izquierdo E, Zhang Q, Mrak M ( 2022 ) . Complexity Reduction of Learned In-Loop Filtering in Video Coding . Conference: 2022 IEEE International Symposium on Circuits and Systems (ISCAS) vol. 00 , 506 - 510 .
Latacz E, Höppener D, Bohlok A, Leduc S, Tabariès S, Fernández Moro C, Lugassy C, Nyström H et al. ( 2022 ) . Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives and recent mechanistic insights . British Journal of Cancer vol. 127 , ( 6 ) 988 - 1013 .
Sun Y, Huang X, Zhang Q, Lee SY, Wang Y, Jin K, Lou L, Ye J ( 2022 ) . A Fully Automatic Postoperative Appearance Prediction System for Blepharoptosis Surgery with Image-based Deep Learning . Ophthalmology Science vol. 2 , ( 3 )
Li Y, Zeng G, Zhang Y, Wang J, Jin Q, Sun L, Zhang Q, Lian Q et al. ( 2022 ) . AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy . IEEE Journal of Biomedical and Health Informatics vol. 26 , ( 4 ) 1684 - 1695 .
Bayliss W, Murn L, Izquierdo E, Zhang Q, Mrak M ( 2022 ) . Complexity Reduction of Learned In-Loop Filtering in Video Coding .
Li S, Xu Y, Zheng L, Pang H, Zhang Q, Lou L, Huang X ( 2022 ) . Sex Difference in Global Burden of Major Depressive Disorder: Findings From the Global Burden of Disease Study 2019 . Frontiers in Psychiatry vol. 13 ,
Tong L, Liu Z, Jiang Z, Zhou F, Chen L, Lyu J, Zhang X, Zhang Q et al. ( 2022 ) . Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter . IEEE Transactions on Affective Computing vol. 14 , ( 3 ) 1898 - 1911 .
Tong L, Liu Z, Jiang Z, Zhou F, Chen L, Lyu J, Zhang X, Zhang Q et al. ( 2022 ) . Cost-sensitive Boosting Pruning Trees for depression detection on Twitter .
Bajaj R, Huang X, Alves N, Weyers J, Levine M, Garg M, Maung S, Bransby K et al. ( 2022 ) . Histology- Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images . JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY . vol. 80 , B100 - B100 .
Lou L, Cao J, Wang Y, Gao Z, Jin K, Xu Z, Zhang Q, Huang X et al. ( 2021 ) . Deep learning-based image analysis for automated measurement of eyelid morphology before and after blepharoptosis surgery . Annals of Medicine vol. 53 , ( 1 ) 2278 - 2285 .
Alharbi A, Wang Y, Zhang Q ( 2021 ) . Trans-Attention Multiple Instance Learning for Cancer Tissue Classification in Digital Histopathology Images . Conference: Proceedings of the 6th International Conference on Biomedical Signal and Image Processing79 - 84 .
Erdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J et al. ( 2021 ) . TCT-426 Electrocardiographically Gated Intravascular Image Segmentation Enables More Reproducible Volumetric Analysis of Atheroma Burden . Journal of the American College of Cardiology . vol. 78 ,
Li Y, Zeng G, Zhang Y, Wang J, Zhang Q, Jin Q, Sun L, Lian Q et al. ( 2021 ) . AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy .
Li Y, Wang S, Wang J, Zeng G, Liu W, Zhang Q, Jin Q, Wang Y ( 2021 ) . GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation .
Li Y, Wang S, Wang J, Zeng G, Liu W, Zhang Q, Jin Q, Wang Y ( 2021 ) . GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation . Machine Learning in Medical Imaging , vol. 12966 , Springer Nature
Erdogan E, Huang X, Cooper J, Jain A, Ramasamy A, Bajaj R, Torii R, Moon J et al. ( 2021 ) . End‐diastolic segmentation of intravascular ultrasound images enables more reproducible volumetric analysis of atheroma burden . Catheterization and Cardiovascular Interventions vol. 99 , ( 3 ) 706 - 713 .
Shah PK, Zhang Q, Chong BS ( 2021 ) . Get Smart – technological innovations in endodontics part 2: case-difficulty assessment and future perspectives . Dental Update vol. 48 , ( 7 ) 556 - 562 .
Liu Z, Tong L, Chen L, Zhou F, Jiang Z, Zhang Q, Wang Y, Shan C et al. ( 2021 ) . CANet: Context Aware Network for Brain Glioma Segmentation . IEEE Transactions on Medical Imaging vol. 40 , ( 7 ) 1763 - 1777 .
Sun Y, Huang X, Zhou H, Zhang Q ( 2021 ) . SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images . Medical Image Analysis vol. 72 ,
Bajaj R, Huang X, Kilic Y, Ramasamy A, Jain A, Ozkor M, Tufaro V, Safi H et al. ( 2021 ) . Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images . International Journal of Cardiology vol. 339 , 185 - 191 .
Shah PK, Zhang Q, Chong BS ( 2021 ) . Get smart – technological innovations in endodontics. Part 1: 3D imaging, 3D treatment planning and guided endodontics . Dental Update vol. 48 , ( 6 ) 479 - 484 .
Cui W, Zeng L, Chong B, Zhang Q ( 2021 ) . Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial Networks . Conference: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) vol. 00 , 1346 - 1350 .
Lv D, Wang Y, Wang S, Zhang Q, Qi W, Li Y, Sun L ( 2021 ) . A Cascade‐SEME network for COVID‐19 detection in chest x‐ray images . Medical Physics vol. 48 , ( 5 ) 2337 - 2353 .
Bajaj R, Huang X, Kilic Y, Jain A, Ramasamy A, Torii R, Moon J, Koh T et al. ( 2021 ) . A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images . The International Journal of Cardiovascular Imaging vol. 37 , ( 6 ) 1825 - 1837 .
Zhao A, Li J, Dong J, Qi L, Zhang Q, Li N, Wang X, Zhou H ( 2021 ) . Multimodal Gait Recognition for Neurodegenerative Diseases .
Chen L, Jiang Z, Tong L, Liu Z, Zhao A, Zhang Q, Dong J, Zhou H ( 2020 ) . Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors . IEEE Transactions on Circuits and Systems for Video Technology vol. 31 , ( 8 ) 3078 - 3092 .
Chen L, Jiang Z, Tong L, Liu Z, Zhao A, Zhang Q, Dong J, Zhou H ( 2020 ) . Perceptual underwater image enhancement with deep learning and physical priors .
Xu Z, Chang W, Zhu Y, Dong L, Zhou H, Zhang Q ( 2020 ) . Building High-Fidelity Human Body Models From User-Generated Data . IEEE Transactions on Multimedia vol. 23 , 1542 - 1556 .
Vargas C, Zhang Q, Izquierdo E ( 2020 ) . One Shot Logo Recognition Based on Siamese Neural Networks . Conference: Proceedings of the 2020 International Conference on Multimedia Retrieval321 - 325 .
Figueira G, Wang Y, Sun L, Zhou H, Zhang Q ( 2020 ) . Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) vol. 00 , 1284 - 1288 .
Li Y, Xu Z, Wang Y, Zhou H, Zhang Q ( 2020 ) . SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) vol. 00 , 461 - 465 .
Sun Y, Huang X, Molina EGL, Dong L, Zhang Q ( 2020 ) . Signet Ring Cells Detection in Histology Images with Similarity Learning . Conference: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) vol. 00 , 490 - 494 .
Xie L, Tao J, Zhang Q, Zhou H ( 2019 ) . CNN and KPCA-based automated feature extraction for real-time driving pattern recognition . IEEE Access vol. 7 , 123765 - 123775 .
Xu Z, Sobhani F, Moro CF, Zhang Q ( 2019 ) . US-net for robust and efficient nuclei instance segmentation . Proceedings - International Symposium on Biomedical Imaging . Conference: The IEEE International Symposium on Biomedical Imaging (ISBI) vol. 2019-April , 44 - 47 .
Xu Z, Sobhani F, Moro CF, Zhang Q ( 2019 ) . US-net for robust and efficient nuclei instance segmentation .
Wang Y, Zhang Q, Han J, Jia Y . Application of Deep learning in Bone age assessment . IOP Conference Series Earth and Environmental Science . vol. 199 ,
Sun Y, Xu Z, Strell C, Moro CF, Wärnberg F, Dong L, Zhang Q ( 2018 ) . Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks . Conference: 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) vol. 00 , 98 - 103 .
Feng N, Dong L, Zhang Q, Zhang N, Wu X, Chen J ( 2018 ) . DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentation . 2018 INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018) . Conference: INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018) vol. 277 ,
Xu Z, Moro CF, Kuznyecov D, Bozóky B, Dong L, Zhang Q ( 2018 ) . Tissue Region Growing for Hispathology Image Segmentation . Conference: Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing86 - 92 .
Xu Z, Zhang Q ( 2018 ) . Region Based User-Generated Human Body Scan Registration . Proceedings - IEEE International Conference on Multimedia and Expo . Conference: IEEE International Conference on Multimedia and Expo vol. 2018-July ,
Xu Z, Zhang Q ( 2018 ) . Multi-Scale Context-Aware Networks for Quantitative Assessment of Colorectal Liver Metastases . Conference: 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)369 - 372 .
Xu Z, Zhang Q ( 2018 ) . Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture . European Association for Computer Graphics 39th Annual Conference Eurographics 2018 Posters . vol. 2018-January , 29 - 30 .
Dong L, He L, Mao M, Kong G, Wu X, Zhang Q, Cao X, Izquierdo E ( 2017 ) . CUNet: A Compact Unsupervised Network For Image Classification . IEEE Transactions on Multimedia vol. 20 , ( 8 ) 2012 - 2021 .
Zhang Q, Izquierdo E ( 2017 ) . Visual-Semantic Context Learning for Image Classification . Semantic Multimedia Analysis and Processing , Taylor & Francis
Dong L, Chen X, Wang R, Zhang Q, Izquierdo E ( 2017 ) . ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation . IEEE Transactions on Circuits and Systems for Video Technology vol. 28 , ( 10 ) 2803 - 2813 .
Xu Z, Zhang Q, Cheng S ( 2017 ) . Multilevel active registration for kinect human body scans: from low quality to high quality . Multimedia Systems vol. 24 , ( 3 ) 257 - 270 .
Mohsin Jadoon M, Zhang Q, Ul Haq I, Jadoon A, Basit A, Butt S ( 2017 ) . Classification of mammograms for breast cancer detection based on curvelet transform and multi-layer perceptron . Biomedical Research (India) vol. 28 , ( 10 ) 4311 - 4315 .
Fernández Moro C, Fernandez-Woodbridge A, Alistair D'souza M, Zhang Q, Bozoky B, Vasan SK, Catalano P, Heuchel R et al. ( 2017 ) . Correction: Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification . PLOS ONE vol. 12 , ( 1 )
Jadoon MM, Zhang Q, Haq IU, Butt S, Jadoon A ( 2017 ) . Three‐Class Mammogram Classification Based on Descriptive CNN Features . BioMed Research International vol. 2017 , ( 1 )
Moro CF, Fernandez-Woodbridge A, D'souza MA, Zhang Q, Bozoky B, Kandaswamy SV, Catalano P, Heuchel R et al. ( 2016 ) . Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification . PLOS ONE vol. 11 , ( 11 )
Xu Z, Liang Y, Zhang Q, Dong L, Izquierdo E ( 2016 ) . Decomposition and Matching: Towards Efficient Automatic Chinese Character Stroke Extraction . Conference: 2016 Visual Communications and Image Processing (VCIP)1 - 4 .
Dong L, Feng N, Zhang Q ( 2016 ) . LSI: Latent semantic inference for natural image segmentation . Pattern Recognition vol. 59 , 282 - 291 .
Dong L, He L, Kong G, Zhang Q, Cao X, Izquierdo E ( 2016 ) . CUNet: A Compact Unsupervised Network for Image Classification .
Dong L, Feng N, Quan P, Kong G, Chen X, Zhang Q ( 2016 ) . Optimal kernel choice for domain adaption learning . Engineering Applications of Artificial Intelligence vol. 51 , 163 - 170 .
D'souza MA, Moro CF, K SV, Bozoky B, Danielsson O, Zhang Q, Piatrik T, Isaksson B et al. ( 2016 ) . Is there any prognostic relevance of immunoprofiling biliopancreatic adenocarcinomas? . Hepato Pancreato Biliary vol. 18 ,
ZHANG Q ( 2016 ) . LSI: Latent semantic inference for natural image segmentation . Pattern Recognition vol. 59 , 282 - 291 .
Shu X, Zhang Q, Shi J, Qi Y ( 2016 ) . A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval . Information vol. 7 , ( 1 )
ZHANG Q ( 2016 ) . Holons Visual Representation for Image Retrieval . IEEE Transactions on Multimedia
Xu Z, Zhang Q ( 2016 ) . Symmetry-Aware Human Shape Correspondence Using Skeleton . Lecture Notes in Computer Science . vol. 9516 , 632 - 641 .
Sobhani F, Chandramouli K, Zhang Q, Izquierdo E ( 2016 ) . Formal Representation of Events in a Surveillance Domain Ontology . 913 - 917 .
Dong L, He L, Zhang Q ( 2015 ) . Discriminative Light Unsupervised Learning Network for Image Representation and Classification . Conference: Proceedings of the 23rd ACM international conference on Multimedia1235 - 1238 .
Sobhani F, Kahar NF, Zhang Q ( 2015 ) . An Ontology Framework for Automated Visual Surveillance System . Conference: 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI)1 - 7 .
Hao Z, Lu L, Zhang Q, Wu J, Izquierdo E, Yang J, Zhao J ( 2015 ) . Action Recognition based on Subdivision-Fusion Model . Conference: Procedings of the British Machine Vision Conference 201550.1 - 50.12 .
Kordelas GA, Daras P, Klavdianos P, Izquierdo E, Zhang Q ( 2014 ) . Accurate Stereo 3D Point Cloud Generation Suitable for Multi-View Stereo Reconstruction . Conference: 2014 IEEE Visual Communications and Image Processing Conference307 - 310 .
Fernandez Arguedas V, Zhang Q, Izquierdo E ( 2014 ) . Multimodal Fusion in Surveillance Applications . Fusion in Computer Vision , Springer Nature
Hao Z, Zhang Q, Ezquierdo E, Sang N ( 2013 ) . Human action recognition by fast dense trajectories . Conference: Proceedings of the 21st ACM international conference on Multimedia377 - 380 .
Klavdianos P, Zhang Q, Izquierdo E ( 2013 ) . A CONCISE SURVEY FOR 3D RECONSTRUCTION OF BUILDING FAÇADES . 1 - 4 .
Apostolakis KC, Alexiadis DS, Daras P, Monaghan D, O'Connor NE, Prestele B, Eisert P, Richard G et al. ( 2013 ) . BLENDING REAL WITH VIRTUAL IN 3DLIFE . Conference: 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)1 - 4 .
Wall J, Izquierdo E, Zhang Q ( 2013 ) . Fuzzy Ensembles for Embedding Adaptive Behaviours in Semi-Autonomous Avatars in 3D Virtual Worlds . Conference: 2013 18th International Conference on Digital Signal Processing (DSP)1 - 6 .
Liu Y, Lin X, Zhang Q, Izquierdo E ( 2013 ) . IMPROVED INDOOR SCENE GEOMETRY RECOGNITION FROM SINGLE IMAGE BASED ON DEPTH MAP . 1 - 4 .
Zhang Q, Izquierdo E ( 2013 ) . Multifeature analysis and semantic context learning for image classification . ACM Transactions on Multimedia Computing Communications and Applications vol. 9 , ( 2 ) 1 - 20 .
Zhang Q, O’Connor NE, Izquierdo E ( 2013 ) . 3DLife - Bringing the Media Internet to Life . Lecture Notes in Computer Science . vol. 7858 , 339 - 341 .
Arguedas VF, Zhang Q, Chandramouli K, Izquierdo E ( 2013 ) . Vision Based Semantic Analysis of Surveillance Videos . Studies in Computational Intelligence vol. 418 , 83 - 125 .
Zhang Q, Izquierdo E ( 2012 ) . Histology Image Retrieval in Optimized Multifeature Spaces . IEEE Journal of Biomedical and Health Informatics vol. 17 , ( 1 ) 240 - 249 .
Piatrik T, Zhang Q, Sevillano X, Izquierdo E ( 2012 ) . Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis . Social Media Retrieval , Springer Nature
Sevillano X, Piatrik T, Chandramouli K, Zhang Q, Izquierdo E ( 2012 ) . Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis . IEEE Multimedia vol. 19 , ( 3 ) 53 - 61 .
Essid S, Lin X, Gowing M, Kordelas G, Aksay A, Kelly P, Fillon T, Zhang Q et al. ( 2012 ) . A multi-modal dance corpus for research into interaction between humans in virtual environments . Journal on Multimodal User Interfaces vol. 7 , ( 1-2 ) 157 - 170 .
Lin X, Kitanovski V, Zhang Q, Izquierdo E ( 2012 ) . ENHANCED MULTI-VIEW DANCING VIDEOS SYNCHRONISATION . Conference: 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services vol. 1 , 1 - 4 .
Sevillano X, Piatrik T, Chandramouli K, Zhang Q, Izquierdo E ( 2012 ) . GEO-TAGGING ONLINE VIDEOS USING SEMANTIC EXPANSION AND VISUAL ANALYSIS . Conference: 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services vol. 1 , 1 - 4 .
Fernandez Arguedas V, Zhang Q, Izquierdo E ( 2012 ) . Bayesian Multimodal Fusion in Forensic Applications . Lecture Notes in Computer Science . vol. 7585 , 466 - 475 .
Gowing M, Kell P, O'Connor NE, Concolato C, Essid S, Lefeuvre J, Tournemenne R, Izquierdo E et al. ( 2011 ) . Enhanced visualisation of dance performance from automatically synchronised multimodal recordings . Conference: Proceedings of the 19th ACM international conference on Multimedia667 - 670 .
Zhang Q, Lin X, Papadopoulos C, Heckmann J-P, Lisagor O, Sartor V, Izquierdo E ( 2011 ) . Semi-Automated Vision-Based Construction of Safety Models from Engineering Drawings . SAE International Journal of Aerospace vol. 4 , ( 2 ) 893 - 899 .
Arguedas VF, Chandramouli K, Zhang Q, Izquierdo E ( 2011 ) . Optimal combination of low-level features for surveillance object retrieval . Sigmap 2011 Proceedings of the International Conference on Signal Processing and Multimedia Applications . 187 - 192 .
Fernandez Arguedas V, Zhang Q, Chandramouli K, Izquierdo E ( 2011 ) . Multi-feature fusion for surveillance video indexing . WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services, Delft, The Netherlands, April 13-15, 2011 . Conference: WIAMIS 2011 ( Deflt, Netherlands ) from: 13/04/2011 to: 15/04/2011 , 1 - 4 .
Zhang Q, Izquierdo E ( 2011 ) . Semantic Context Inference in Multimedia Search . The Future Internet , vol. 6656 , Springer Nature
Zhang Q, Lin X, Papadopoulos C, Heckmann JP, Lisagor O, Sartor V, Izquierdo E ( 2011 ) . Semi-automated vision-based construction of safety models from engineering drawings . SAE Technical Papers . 893 - 899 .
Zhang Q, Izquierdo E ( 2010 ) . From mid-level to high-level: semantic inference for multimedia retrieval . Conference: 2010 Fifth International Workshop Semantic Media Adaptation and Personalization70 - 75 .
Izquierdo E, Cai Y, Zhang Q ( 2010 ) . SMVC 2010 chairs' welcome . Smvc 10 Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning Co Located with ACM Multimedia 2010 .
Ramzan N, Patrikakis C, Zhang Q, Izquierdo E ( 2010 ) . Analysing multimedia content in social networking environments . Conference: Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access73 - 76 .
Janjusevic T, Zhang Q, Chandramouli K, Izquierdo E ( 2010 ) . Concept based interactive retrieval for social environment . Conference: Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access15 - 20 .
Zhang Q ( 2010 ) . Session details: Virtual cloning . Conference: Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning
Moussa MB, Kasap Z, Magnenat-Thalmann N, Chandramouli K, Mirza SNH, Zhang Q, Izquierdo E, Biperis I et al. ( 2010 ) . Towards an expressive virtual tutor . Conference: Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning39 - 44 .
Izquierdo E, Cai Y, Zhang Q, García-Herranz M ( 2010 ) . ACM workshop on surreal media and virtual cloning . Conference: Proceedings of the 18th ACM international conference on Multimedia1767 - 1768 .
Izquierdo E, Ho AT, Kim HJ, Zhang Q ( 2010 ) . Guest Editorial . Journal of Multimedia vol. 5 , ( 2 )
Izquierdo E, Piatrik T, Zhang Q ( 2010 ) . 3DLife: Bringing the Media Internet to Life . Lecture Notes in Computer Science . vol. 6416 , 13 - 14 .
Zhang Q, Izquierdo E ( 2010 ) . Demonstration for the 3DLife Framework . Lecture Notes in Computer Science . vol. 6481 , 205 - 206 .
Zhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Tolias G, Avrithis YS, Kapsalas P, Mylonas P et al. ( 2008 ) . COST292 experimental framework for TRECVID 2008 . TRECVID 2008 workshop participants notebook papers . Conference: TRECVid 2008 ( Gaithersburg,Maryland ) from: 11/2008 to: 11/2008 , 1 - 15 .
Wilkins P, Byrne D, Jones GJF, Lee H, Keenan G, McGuinness K, O Connor NE, O Hare N et al. ( 2008 ) . K-Space at TRECVid 2008 . TRECVID 2008 workshop participants notebook papers . Conference: TRECVid 2008 ( Gaithersburg, Maryland ) from: 11/2008 to: 11/2008 , 1 - 10 .
Zhang Q, Izquierdo E ( 2008 ) . Bayesian learning and reasoning for context exploitation in visual information retrieval . Conference: 5th International Conference on Visual Information Engineering (VIE 2008)170 - 175 .
Zhang Q, Izquierdo E ( 2008 ) . Describing Objects with Multiple Features for Visual Information Retrieval and Annotation . Conference: 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services80 - 83 .
Zhang Q, Izquierdo E ( 2008 ) . Visual Information Retrieval . Encyclopedia of Multimedia , Springer Nature
Zhang Q, Izquierdo E ( 2007 ) . Combining Low-Level Features for Semantic Extraction in Image Retrieval . EURASIP Journal on Advances in Signal Processing vol. 2007 , ( 1 )
Zhang Q, Izquierdo E ( 2007 ) . Context Inference in Region-based Image Retrieval . Conference: Second International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007)187 - 192 .
Zhang Q, Izquierdo E ( 2007 ) . Adaptive salient block-based image retrieval in multi-feature space . Signal Processing Image Communication vol. 22 , ( 6 ) 591 - 603 .
Zhang Q, Izquierdo E ( 2007 ) . ADAPTIVE SALIENT BLOCK BASED IMAGE RETRIEVAL IN MULTI-FEATURE SPACE . Conference: 2007 International Workshop on Content-Based Multimedia Indexing106 - 113 .
Zhang Q, Chandramouli K, Damnjanovic U, Piatrik T, Izquierdo E, Corvaglia M, Adami N, Leonardi R et al. ( 2007 ) . The COST292 experimental framework for TRECVID 2007 . Conference: Text Retrieval Conference TRECVid Workshop ( Gaithersburg, Maryland ) from: 05/11/2007 to: 06/11/2007 ,
Calic J, Kraemer P, Naci SU, Vrochidis S, Aksoy S, Zhang Q, Benois-Pineau J, Saracoglu A et al. ( 2006 ) . COST292 experimental framework for TRECVID 2006 . TRECVID 2006 workshop participants notebook papers . Conference: TRECVid 2006 ( Gaithersburg,Maryland ) from: 13/11/2006 to: 14/11/2006 ,
Zhang Q, Izquierdo E ( 2006 ) . A Bayesian Network Approach to Multi-feature Based Image Retrieval . Lecture Notes in Computer Science . vol. 4306 , 138 - 147 .
Zhang Q, Izquierdo E ( 2006 ) . A Multi-feature Optimization Approach to Object-Based Image Classification . Lecture Notes in Computer Science . vol. 4071 , 310 - 319 .
Calic J, Campbell NW, Kraemer P, Zhang Q, Izquierdo E, Benois-Pineau J, Vrochidis S, Doulaverakis C et al. ( 2006 ) . COST292 experimental framework for TRECVID 2006 . Conference: TRECVID Workshop 2006 ( Gaithersburg, Maryland ) from: 13/11/2006 to: 14/11/2006 ,
Zhang Q, Izquierdo E ( 2006 ) . Optimizing Metrics Combining Low-Level Visual Descriptors for Image Annotation and Retrieval . Conference: 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings vol. 2 ,
Zhang Q, Izquierdo E ( 2006 ) . Optimizing Metrics Combining Low-level Visual Descriptors for Image Annotation and Retrieval . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing 2006 ( Toulouse, France ) from: 14/05/2006 to: 19/05/2006 , vol. 2 ,
Djordjevic D, Qianni Zhang, Izquierdo E ( 2005 ) . Fusion of semantic and visual information for automatic indexing and annotation of key frame images . Conference: 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT 2005)293 - 299 .
He Y, Miquel ME, Zhang Q . GoLoCo-Net: Global-Local guided Contextual Attention Network for Medical Images Segmentation .
Latacz E, Höppener D, Bohlok A, Leduc S, Tabariès S, Moro CF, Lugassy C, Nyström H et al. . Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives, and recent mechanistic insights .
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