Dr Qianni Zhang

Research

Machine learning and computer vision, Medical image computing, Image and video analysis, Virtual reality

Publications

Publications of specific relevance to the Centre for Multimodal AI

2026

MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation
Wang Y Zhang Y Chen X Wang S Qian D Ye F Xu F Zhang H et al.
Pattern Recognition, Elsevier vol. 170 

DOI 10.1016/j.patcog.2025.112049

QMRO

01-02-2026

2025

PricoMS: Prior-coordinated multiscale synthesis network for self-supervised–aided vessel segmentation in intravascular ultrasound image amidst label scarcity
Huang X Wang H Chen S Jiang S Bajaj R Yap NAL Cap M Zhang X et al.
Knowledge-Based Systems, Elsevier vol. 330 

DOI 10.1016/j.knosys.2025.114636

01-11-2025

A novel framework for fully-automated co-registration of intravascular ultrasound and optical coherence tomography imaging data
He X Bransby KM Ulutas AE Kumaran T Yap NAL Zeren G Zeng H Zhang Y et al.
In Arxiv 

DOI 10.48550/arxiv.2507.05883

08-07-2025

DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation
Jiang X Guo Y Huang J Wu Y Luo M Xu Z Zhang Q Huang X et al.
Expert Systems With Applications, Elsevier vol. 281 

DOI 10.1016/j.eswa.2025.127577

QMRO

01-07-2025

S 2 Reg: Structure-semantics collaborative point cloud registration
Xu Z Gao X Jiang X Cheng S Zhang Q Li W Gao X
Pattern Recognition, Elsevier vol. 161 

DOI 10.1016/j.patcog.2024.111290

QMRO

01-05-2025

DAG-UNet: Dissimilarity-Aware Global Context Guided Lightweight UNet for Medical Image Segmentation
He Y Zhang Q Miquel ME
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.  

DOI 10.1109/isbi60581.2025.10981004

17-04-2025

Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: A multi-site technical validation study
Bashir U Wang C Smillie R Khan AKR Ahmed HT Ordidge K Power N Gerlinger M et al.
Clinical Radiology, Elsevier, 106914-106914.  

DOI 10.1016/j.crad.2025.106914

QMRO

01-04-2025

2024

POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation
Bransby KM Bajaj R Ramasamy A Çap M Yap N Slabaugh G Bourantas C Zhang Q
Computers in Biology and Medicine, Elsevier vol. 182, 109162-109162.  

DOI 10.1016/j.compbiomed.2024.109162

QMRO

20-09-2024

Joint Neural Networks for One-shot Object Recognition and Detection
Vargas CJ Zhang Q Izquierdo E
In Arxiv 

DOI 10.48550/arxiv.2408.00701

01-08-2024

SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation
Huang X Huang J Zhao K Zhang T Li Z Yue C Chen W Wang R et al.
IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 43 (8), 3044-3056.  

DOI 10.1109/tmi.2024.3383466

QMRO

01-08-2024

Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images
Ahmed H Zhang Q Donnan R Alomainy A
Journal of Medical Imaging, Spie, The International Society For Optics and Photonics vol. 11 (3), 034008-034008.  

DOI 10.1117/1.jmi.11.3.034008

QMRO

30-04-2024

Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review
Ahmed H Zhang Q Donnan R Alomainy A
Journal of Imaging, Mdpi vol. 10 (4) 

DOI 10.3390/jimaging10040086

QMRO

01-04-2024

Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation
Xu Z Huang X Yuan B Wang Y Zhang Q Li W Gao X
Science China Information Sciences, Springer Nature vol. 67 (4) 

DOI 10.1007/s11432-022-3928-x

QMRO

25-03-2024

IGReg: Image-Geometry-Assisted Point Cloud Registration via Selective Correlation Fusion
Xu Z Jiang X Gao X Gao R Gu C Zhang Q Li W Gao X
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 26, 7475-7489.  

DOI 10.1109/tmm.2024.3368913

QMRO

22-02-2024

SANGRE: a Shallow Attention Network Guided by Resolution Expansion for MR Image Segmentation
He Y Miquel ME Zhang Q
In Medical Image Computing and Computer Assisted Intervention – Miccai 2024, Springer Nature 562-571.  

DOI 10.1007/978-3-031-72114-4_54

01-01-2024

Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM
Li Y Wang L Huang X Wang Y Dong L Ge R Zhou H Ye J et al.
IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 28 (1), 66-77.  

DOI 10.1109/jbhi.2023.3289984

QMRO

01-01-2024

2023

Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector
Ahmed H Zhang Q Wong F Donnan R Alomainy A
Journal of Imaging, Mdpi vol. 9 (11) 

DOI 10.3390/jimaging9110244

QMRO

07-11-2023

CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks
Huang X Bajaj R Cui W Hendricks MJ Wang Y Yap NAL Ramasamy A Maung S et al.
Frontiers in Cardiovascular Medicine, Frontiers Media vol. 10, 1250800-1250800.  

DOI 10.3389/fcvm.2023.1250800

QMRO

06-10-2023

Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
Xu Z Yuan B Zhao S Zhang Q Gao X
2023 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 18052-18062.  

DOI 10.1109/iccv51070.2023.01659

QMRO

06-10-2023

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
Bajaj R Huang X Alves-Kotzev N Weyers J Levine M Garg M Maung S Bransby K et al.
Journal of The American College of Cardiology, Elsevier vol. 82 (17), b246-b247.  

DOI 10.1016/j.jacc.2023.09.624

QMRO

01-10-2023

Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images
Lin J Huang X Zhou H Wang Y Zhang Q
Medical Image Analysis, Elsevier vol. 89 

DOI 10.1016/j.media.2023.102929

QMRO

09-08-2023

POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation
Huang X Bajaj R Li Y Ye X Lin J Pugliese F Ramasamy A Gu Y et al.
Medical Image Analysis, Elsevier vol. 89 

DOI 10.1016/j.media.2023.102922

QMRO

05-08-2023

Disagreement attention: Let us agree to disagree on computed tomography segmentation
Molina EGL Huang X Zhang Q
Biomedical Signal Processing and Control, Elsevier vol. 84 

DOI 10.1016/j.bspc.2023.104769

QMRO

01-07-2023

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation
Sun Y Dai D Zhang Q Wang Y Xu S Lian C
Pattern Recognition, Elsevier vol. 139 

DOI 10.1016/j.patcog.2023.109524

QMRO

01-07-2023

Joint Dense-Point Representation for Contour-Aware Graph Segmentation
Bransby KM Slabaugh G Bourantas C Zhang Q
In Arxiv 

DOI 10.48550/arxiv.2306.12155

QMRO

21-06-2023

BS14 A fully automated vulnerable plaque classifier for oct using co-registered histological images and transfer learning learning.
Krams R Chamorro L Komo Z Bashir A Torii R Bourantas C Zhang Q Mathur A et al.
Basic Science., a255.3-a2a256.  

DOI 10.1136/heartjnl-2023-bcs.228

QMRO

01-06-2023

3D Coronary Vessel Reconstruction from Bi-Plane Angiography Using Graph Convolutional Networks
Bransby KM Tufaro V Çap M Slabaugh G Bourantas C Zhang Q
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1-5.  

DOI 10.1109/isbi53787.2023.10230372

QMRO

21-04-2023

Deep learning-based image analysis of eyelid morphology in thyroid-associated ophthalmopathy
Shao J Huang X Gao T Cao J Wang Y Zhang Q Lou L Ye J
Quantitative Imaging in Medicine and Surgery, Ame Publishing Company 

DOI 10.21037/qims-22-551

01-03-2023

3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks
Bransby KM Tufaro V Cap M Slabaugh G Bourantas C Zhang Q
In Arxiv 

DOI 10.48550/arxiv.2302.14795

QMRO

28-02-2023

Automated photographic analysis of inferior oblique overaction based on deep learning
Lou L Huang X Sun Y Cao J Wang Y Zhang Q Tang X Ye J
Quantitative Imaging in Medicine and Surgery, Ame Publishing Company 

DOI 10.21037/qims-22-467

01-01-2023

Joint Dense-Point Representation for Contour-Aware Graph Segmentation
Bransby KM Slabaugh G Bourantas C Zhang Q
In Medical Image Computing and Computer Assisted Intervention – Miccai 2023, Springer Nature 519-528.  

DOI 10.1007/978-3-031-43898-1_50

01-01-2023

2022

Attention Based Speckle Reduction for Optical Coherence Tomography in Ophthalmology and Dentistry
Ahmed H Zhang Q Donnan R Alomainy A
2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI). vol. 00, 1-6.  

DOI 10.1109/cisp-bmei56279.2022.9979980

07-11-2022

TCT-254 Histology-Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images
Bajaj R Huang X Alves N Weyers J Levine M Garg M Maung S Bransby K et al.
Journal of The American College of Cardiology, Elsevier vol. 80 (12) 

DOI 10.1016/j.jacc.2022.08.299

QMRO

01-09-2022

Framework of Unsupervised based Denoising for Optical Coherence Tomography
Ahmed HT Zhang Q Donnan R Alomainy A
2022 7th International Conference on Biomedical Signal and Image Processing (ICBIP)., 19-24.  

DOI 10.1145/3563737.3563741

19-08-2022

Multimodal Gait Recognition for Neurodegenerative Diseases
Zhao A Li J Dong J Qi L Zhang Q Li N Wang X Zhou H
IEEE Transactions on Cybernetics, Institute of Electrical and Electronics Engineers (IEEE) vol. 52 (9), 9439-9453.  

DOI 10.1109/tcyb.2021.3056104

QMRO

18-08-2022

FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation
Jin K Huang X Zhou J Li Y Yan Y Sun Y Zhang Q Wang Y et al.
Scientific Data, Springer Nature vol. 9 (1) 

DOI 10.1038/s41597-022-01564-3

04-08-2022

CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation
Cui W Wang Y Li Y Song D Zuo X Wang J Zhang Y Zhou H et al.
In Arxiv 

DOI 10.48550/arxiv.2208.01643

02-08-2022

Automated Measurement of Ocular Movements Using Deep Learning-Based Image Analysis
Lou L Sun Y Huang X Jin K Tang X Xu Z Zhang Q Wang Y et al.
Current Eye Research, Taylor & Francis vol. 47 (9), 1346-1353.  

DOI 10.1080/02713683.2022.2053165

27-07-2022

Deep learning based brain tumor segmentation: a survey
Liu Z Tong L Chen L Jiang Z Zhou F Zhang Q Zhang X Jin Y et al.
Complex & Intelligent Systems, Springer Nature vol. 9 (1), 1001-1026.  

DOI 10.1007/s40747-022-00815-5

QMRO

09-07-2022

Unsupervised Region-Based Denoising for Optical Coherence Tomography Framework
Ahmed H Zhang Q Donnan R Alomainy A
2022 7th International Conference on Computational Intelligence and Applications (ICCIA). vol. 00, 267-273.  

DOI 10.1109/iccia55271.2022.9828454

26-06-2022

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images
Cui W Wang Y Zhang Q Zhou H Song D Zuo X Jia G Zeng L
In Arxiv 

DOI 10.48550/arxiv.2206.08778

17-06-2022

Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives and recent mechanistic insights
Latacz E Höppener D Bohlok A Leduc S Tabariès S Fernández Moro C Lugassy C Nyström H et al.
British Journal of Cancer, Springer Nature vol. 127 (6), 988-1013.  

DOI 10.1038/s41416-022-01859-7

01-06-2022

Complexity Reduction of Learned In-Loop Filtering in Video Coding
Bayliss W Murn L Izquierdo E Zhang Q Mrak M
2022 IEEE International Symposium on Circuits and Systems (ISCAS). vol. 00, 506-510.  

DOI 10.1109/iscas48785.2022.9937777

01-06-2022

A Fully Automatic Postoperative Appearance Prediction System for Blepharoptosis Surgery with Image-based Deep Learning
Sun Y Huang X Zhang Q Lee SY Wang Y Jin K Lou L Ye J
Ophthalmology Science, Elsevier vol. 2 (3) 

DOI 10.1016/j.xops.2022.100169

18-05-2022

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy
Li Y Zeng G Zhang Y Wang J Jin Q Sun L Zhang Q Lian Q et al.
IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (4), 1684-1695.  

DOI 10.1109/jbhi.2021.3129245

01-04-2022

Complexity Reduction of Learned In-Loop Filtering in Video Coding
Bayliss W Murn L Izquierdo E Zhang Q Mrak M
In Arxiv 

DOI 10.48550/arxiv.2203.08650

16-03-2022

Sex Difference in Global Burden of Major Depressive Disorder: Findings From the Global Burden of Disease Study 2019
Li S Xu Y Zheng L Pang H Zhang Q Lou L Huang X
Frontiers in Psychiatry, Frontiers vol. 13 

DOI 10.3389/fpsyt.2022.789305

21-02-2022

Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter
Tong L Liu Z Jiang Z Zhou F Chen L Lyu J Zhang X Zhang Q et al.
IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers (IEEE) vol. 14 (3), 1898-1911.  

DOI 10.1109/taffc.2022.3145634

25-01-2022

DU-Net Based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images
Li Y Wang Y Zhou H Wang H Jia G Zhang Q
In Intelligent Robotics and Applications, Springer Nature 201-210.  

DOI 10.1007/978-3-031-13841-6_19

01-01-2022

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images
Cui W Wang Y Zhang Q Zhou H Song D Zuo X Jia G Zeng L
In Intelligent Robotics and Applications, Springer Nature 191-200.  

DOI 10.1007/978-3-031-13841-6_18

01-01-2022

CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation
Cui W Wang Y Li Y Song D Zuo X Wang J Zhang Y Zhou H et al.
In Data Augmentation, Labelling, and Imperfections, Springer Nature 64-73.  

DOI 10.1007/978-3-031-17027-0_7

01-01-2022

Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM
Li Y Wang Y Dong L Ye J Wang L Ge R Zhou H Zhang Q
In Computational Mathematics Modeling in Cancer Analysis, Springer Nature 121-130.  

DOI 10.1007/978-3-031-17266-3_12

01-01-2022

Histology- Trained Deep Learning Methodology for Automated Coronary Plaque Component Classification in Combined Intravascular Ultrasound-Optical Coherence Tomography Images
Bajaj R Huang X Alves N Weyers J Levine M Garg M Maung S Bransby K et al.
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY. vol. 80 (12), B100-B100.  

QMRO

01-01-2022

2021

TCT-426 Electrocardiographically Gated Intravascular Image Segmentation Enables More Reproducible Volumetric Analysis of Atheroma Burden
Erdogan E Huang X Cooper J Jain A Ramasamy A Bajaj R Torii R Moon J et al.
Journal of the American College of Cardiology. vol. 78 (19) 

DOI 10.1016/j.jacc.2021.09.1279

QMRO

01-11-2021

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
In Arxiv 

DOI 10.48550/arxiv.2109.14813

29-09-2021

Trans-Attention Multiple Instance Learning for Cancer Tissue Classification in Digital Histopathology Images
Alharbi A Wang Y Zhang Q
Proceedings of the 6th International Conference on Biomedical Signal and Image Processing., 79-84.  

DOI 10.1145/3484424.3484437

20-08-2021

End‐diastolic segmentation of intravascular ultrasound images enables more reproducible volumetric analysis of atheroma burden
Erdogan E Huang X Cooper J Jain A Ramasamy A Bajaj R Torii R Moon J et al.
Catheterization and Cardiovascular Interventions, Wiley vol. 99 (3), 706-713.  

DOI 10.1002/ccd.29917

QMRO

17-08-2021

Get Smart – technological innovations in endodontics part 2: case-difficulty assessment and future perspectives
Shah PK Zhang Q Chong BS
Dental Update, Mark Allen Group vol. 48 (7), 556-562.  

DOI 10.12968/denu.2021.48.7.556

QMRO

02-07-2021

CANet: Context Aware Network for Brain Glioma Segmentation
Liu Z Tong L Chen L Zhou F Jiang Z Zhang Q Wang Y Shan C et al.
IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE) vol. 40 (7), 1763-1777.  

DOI 10.1109/tmi.2021.3065918

QMRO

30-06-2021

SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images
Sun Y Huang X Zhou H Zhang Q
Medical Image Analysis, Elsevier vol. 72 

DOI 10.1016/j.media.2021.102142

QMRO

21-06-2021

Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images
Bajaj R Huang X Kilic Y Ramasamy A Jain A Ozkor M Tufaro V Safi H et al.
International Journal of Cardiology, Elsevier vol. 339, 185-191.  

DOI 10.1016/j.ijcard.2021.06.030

QMRO

18-06-2021

Get smart – technological innovations in endodontics. Part 1: 3D imaging, 3D treatment planning and guided endodontics
Shah PK Zhang Q Chong BS
Dental Update vol. 48 (6), 479-484.  

DOI 10.12968/denu.2021.48.6.479

QMRO

02-06-2021

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy
Li Y Zeng G Zhang Y Wang J Zhang Q Jin Q Sun L Lian Q et al.
In Arxiv 

DOI 10.48550/arxiv.2105.00381

01-05-2021

Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial Networks
Cui W Zeng L Chong B Zhang Q
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1346-1350.  

DOI 10.1109/isbi48211.2021.9433807

16-04-2021

A Cascade‐SEME network for COVID‐19 detection in chest x‐ray images
Lv D Wang Y Wang S Zhang Q Qi W Li Y Sun L
Medical Physics, Wiley vol. 48 (5), 2337-2353.  

DOI 10.1002/mp.14711

QMRO

29-03-2021

A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images
Bajaj R Huang X Kilic Y Jain A Ramasamy A Torii R Moon J Koh T et al.
The International Journal of Cardiovascular Imaging, Springer Nature vol. 37 (6), 1825-1837.  

DOI 10.1007/s10554-021-02162-x

QMRO

15-02-2021

Multimodal Gait Recognition for Neurodegenerative Diseases
Zhao A Li J Dong J Qi L Zhang Q Li N Wang X Zhou H
In Arxiv 

DOI 10.48550/arxiv.2101.02469

07-01-2021

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
In Machine Learning in Medical Imaging, Springer Nature 386-395.  

DOI 10.1007/978-3-030-87589-3_40

01-01-2021

Deep learning-based image analysis for automated measurement of eyelid morphology before and after blepharoptosis surgery
Lou L Cao J Wang Y Gao Z Jin K Xu Z Zhang Q Huang X et al.
Annals of Medicine, Taylor & Francis vol. 53 (1), 2278-2285.  

DOI 10.1080/07853890.2021.2009127

01-01-2021

2020

Perceptual underwater image enhancement with deep learning and physical priors
Chen L Jiang Z Tong L Liu Z Zhao A Zhang Q Dong J Zhou H
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers vol. PP (99), 1-1.  

DOI 10.1109/tcsvt.2020.3035108

QMRO

30-10-2020

Perceptual underwater image enhancement with deep learning and physical priors
Chen L Jiang Z Tong L Liu Z Zhao A Zhang Q Dong J Zhou H
In Arxiv 

DOI 10.48550/arxiv.2008.09697

21-08-2020

Building High-fidelity Human Body Models from User-generated Data
Zongyi X Wei C Yindi Z Le D Huiyu Z Zhang Q
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers 

DOI 10.1109/TMM.2020.3001540

QMRO

10-06-2020

One Shot Logo Recognition Based on Siamese Neural Networks
Vargas C Zhang Q Izquierdo E
Proceedings of the 2020 International Conference on Multimedia Retrieval., 321-325.  

DOI 10.1145/3372278.3390734

08-06-2020

Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in Histopathology
Figueira G Wang Y Sun L Zhou H Zhang Q
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). vol. 00, 1284-1288.  

DOI 10.1109/isbi45749.2020.9098699

03-04-2020

SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images
Li Y Xu Z Wang Y Zhou H Zhang Q
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). vol. 00, 461-465.  

DOI 10.1109/isbi45749.2020.9098678

03-04-2020

Signet Ring Cells Detection in Histology Images with Similarity Learning
Sun Y Huang X Molina EGL Dong L Zhang Q
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). vol. 00, 490-494.  

DOI 10.1109/isbi45749.2020.9098547

03-04-2020

2019

CNN and KPCA-based automated feature extraction for real-time driving pattern recognition
Xie L Tao J Zhang Q Zhou H
IEEE Access vol. 7, 123765-123775.  

DOI 10.1109/ACCESS.2019.2938768

QMRO

02-09-2019

Cost-sensitive Boosting Pruning Trees for depression detection on Twitter
Tong L Liu Z Jiang Z Zhou F Chen L Lyu J Zhang X Zhang Q et al.
In Arxiv 

DOI 10.48550/arxiv.1906.00398

02-06-2019

US-net for robust and efficient nuclei instance segmentation
Xu Z Sobhani F Moro CF Zhang Q
The IEEE International Symposium on Biomedical Imaging (ISBI). vol. 2019-April, 44-47.  

DOI 10.1109/ISBI.2019.8759530

01-04-2019

US-net for robust and efficient nuclei instance segmentation
Xu Z Sobhani F Moro CF Zhang Q
In Arxiv 

DOI 10.48550/arxiv.1902.00125

31-01-2019

GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis
Xu Z Huang X Moro CF Bozóky B Zhang Q
In Arxiv 

DOI 10.48550/arxiv.1901.04059

13-01-2019

2018

Application of Deep learning in Bone age assessment
Wang Y Zhang Q Han J Jia Y
IOP Conference Series Earth and Environmental Science. vol. 199 

DOI 10.1088/1755-1315/199/3/032012

19-12-2018

Detection of Breast Tumour Tissue Regions in Histopathological Images using Convolutional Neural Networks
Sun Y Xu Z Strell C Moro CF Wärnberg F Dong L Zhang Q
2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS). vol. 00, 98-103.  

DOI 10.1109/ipas.2018.8708869

14-12-2018

DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentation
Feng N Dong L Zhang Q Zhang N Wu X Chen J
INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018). vol. 277 

DOI 10.1051/matecconf/201927702005

12-12-2018

Tissue Region Growing for Hispathology Image Segmentation
Xu Z Moro CF Kuznyecov D Bozóky B Dong L Zhang Q
Proceedings of the 2018 3rd International Conference on Biomedical Imaging, Signal Processing., 86-92.  

DOI 10.1145/3288200.3288213

11-10-2018

Region Based User-Generated Human Body Scan Registration
Xu Z Zhang Q
IEEE International Conference on Multimedia and Expo. vol. 2018-July 

DOI 10.1109/ICME.2018.8486508

08-10-2018

Multi-Scale Context-Aware Networks for Quantitative Assessment of Colorectal Liver Metastases
Xu Z Zhang Q
2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)., 369-372.  

DOI 10.1109/bhi.2018.8333445

01-03-2018

Boundary-aided Human Body Shape and Pose Estimation from a Single Image for Garment Design and Manufacture
Xu Z Zhang Q
European Association for Computer Graphics 39th Annual Conference Eurographics 2018 Posters. vol. 2018-January, 29-30.  

DOI 10.2312/egp.20181022

01-01-2018

2017

CUNet: A Compact Unsupervised Network for Image Classification
Dong L He L Mao M Kong G Wu X Zhang Q Cao X Izquierdo E
IEEE Transactions on Multimedia 

DOI 10.1109/TMM.2017.2788205

QMRO

28-12-2017

Visual-Semantic Context Learning for Image Classification
Zhang Q Izquierdo E
In Semantic Multimedia Analysis and Processing, Taylor & Francis 65-86.  

DOI 10.1201/b17080-3

19-12-2017

ADORE: An Adaptive Holons Representation Framework for Human Pose Estimation
ZHANG Q
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers 

DOI 10.1109/TCSVT.2017.2707477

QMRO

23-05-2017

Multilevel active registration for kinect human body scans: from low quality to high quality
Xu Z Zhang Q Cheng S
Multimedia Systems, Springer (Part of Springer Nature), 1-14.  

DOI 10.1007/s00530-017-0541-1

QMRO

10-03-2017

Classification of mammograms for breast cancer detection based on curvelet transform and multi-layer perceptron
Mohsin Jadoon M Zhang Q Ul Haq I Jadoon A Basit A Butt S
Biomedical Research (India) vol. 28 (10), 4311-4315.  

QMRO

08-02-2017

Correction: Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification
Fernández Moro C Fernandez-Woodbridge A Alistair D'souza M Zhang Q Bozoky B Vasan SK Catalano P Heuchel R et al.
Plos One, Public Library of Science (Plos) vol. 12 (1) 

DOI 10.1371/journal.pone.0171283

26-01-2017

2016

Immunohistochemical Typing of Adenocarcinomas of the Pancreatobiliary System Improves Diagnosis and Prognostic Stratification.
Fernández Moro C Fernandez-Woodbridge A Alistair D'souza M Zhang Q Bozoky B Kandaswamy SV Catalano P Heuchel R et al.
Plos One, Public Library of Science vol. 11 (11), e0166067-e0166067.  

DOI 10.1371/journal.pone.0166067

QMRO

09-11-2016

Decomposition and Matching: Towards Efficient Automatic Chinese Character Stroke Extraction
Xu Z Liang Y Zhang Q Dong L Izquierdo E
2016 Visual Communications and Image Processing (VCIP)., 1-4.  

DOI 10.1109/vcip.2016.7805484

01-11-2016

FORMAL REPRESENTATION OF EVENTS IN A SURVEILLANCE DOMAIN ONTOLOGY
SOBHANI F Chandramouli K Zhang Q Izquierdo E
2016 IEEE International Conference on Image Processing (Icip), IEEE, 913-917.  

DOI 10.1109/ICIP.2016.7532490

QMRO

19-08-2016

CUNet: A Compact Unsupervised Network for Image Classification
Dong L He L Kong G Zhang Q Cao X Izquierdo E
In Arxiv 

DOI 10.48550/arxiv.1607.01577

06-07-2016

Holons Visual Representation for Image Retrieval
Dong L Liang Y Kong G Zhang Q Cao X Izquierdo E
IEEE Transactions on Multimedia vol. 18 (4), 714-725.  

DOI 10.1109/TMM.2016.2530399

QMRO

08-06-2016

Optimal kernel choice for domain adaption learning
Dong L Feng N Quan P Kong G Chen X Zhang Q
Engineering Applications of Artificial Intelligence vol. 51, 163-170.  

DOI 10.1016/j.engappai.2016.01.022

QMRO

01-05-2016

Is there any prognostic relevance of immunoprofiling biliopancreatic adenocarcinomas?
D'souza MA Moro CF Vasan K S Bozoky B Danielsson O Zhang Q Piatrik T Isaksson B et al.
Hpb vol. 18, e734-e734.  

DOI 10.1016/j.hpb.2016.01.193

QMRO

19-04-2016

LSI: Latent semantic inference for natural image segmentation
Dong L Feng N Zhang Q
Pattern Recognition vol. 59, 282-291.  

DOI 10.1016/j.patcog.2016.03.005

QMRO

13-03-2016

A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval
Shu X Zhang Q Shi J Qi Y
Information, Mdpi vol. 7 (1) 

DOI 10.3390/info7010010

01-03-2016

Holons Visual Representation for Image Retrieval
ZHANG Q
IEEE Transactions on Multimedia 

DOI 10.1109/TMM.2016.2530399

01-03-2016

Symmetry-Aware Human Shape Correspondence Using Skeleton
Xu Z Zhang Q
Lecture Notes in Computer Science. vol. 9516, 632-641.  

DOI 10.1007/978-3-319-27671-7_53

QMRO

01-01-2016

2015

Discriminative Light Unsupervised Learning Network for Image Representation and Classification
Dong L He L Zhang Q
Proceedings of the 23rd ACM international conference on Multimedia., 1235-1238.  

DOI 10.1145/2733373.2806325

13-10-2015

Action Recognition based on Subdivision-Fusion Model
Hao Z Lu L Zhang Q Wu J Izquierdo E Yang J Zhao J
Procedings of the British Machine Vision Conference 2015., 50.1-50.12.  

DOI 10.5244/c.29.50

01-01-2015

2014

Accurate Stereo 3D Point Cloud Generation Suitable for Multi-View Stereo Reconstruction
Kordelas GA Daras P Klavdianos P Izquierdo E Zhang Q
2014 IEEE Visual Communications and Image Processing Conference., 307-310.  

DOI 10.1109/vcip.2014.7051565

01-12-2014

Multimodal Fusion in Surveillance Applications
Fernandez Arguedas V Zhang Q Izquierdo E
In Fusion in Computer Vision, Springer Nature 161-184.  

DOI 10.1007/978-3-319-05696-8_7

01-01-2014

2013

Improved indoor scene geometry recognition from single image based on depth map
Liu Y Lin X Zhang Q Izquierdo E
2013 IEEE 11th Ivmsp Workshop 3D Image Video Technologies and Applications Ivmsp 2013 Proceedings 

DOI 10.1109/IVMSPW.2013.6611938

28-11-2013

A concise survey for 3D reconstruction of building façades
Klavdianos P Zhang Q Izquierdo E
International Workshop on Image Analysis For Multimedia Interactive Services 

DOI 10.1109/WIAMIS.2013.6616170

13-11-2013

Human action recognition by fast dense trajectories
Hao Z Zhang Q Ezquierdo E Sang N
Proceedings of the 21st ACM international conference on Multimedia., 377-380.  

DOI 10.1145/2502081.2508123

21-10-2013

Fuzzy Ensembles for Embedding Adaptive Behaviours in Semi-Autonomous Avatars in 3D Virtual Worlds
Wall J Izquierdo E Zhang Q
2013 18th International Conference on Digital Signal Processing (DSP)., 1-6.  

DOI 10.1109/icdsp.2013.6622818

01-07-2013

BLENDING REAL WITH VIRTUAL IN 3DLIFE
Apostolakis KC Alexiadis DS Daras P Monaghan D O'Connor NE Prestele B Eisert P Richard G et al.
2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)., 1-4.  

DOI 10.1109/wiamis.2013.6616123

01-07-2013

Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis
Piatrik T Zhang Q Sevillano X Izquierdo E
In Social Media Retrieval, Springer 143-167.  

DOI 10.1007/978-1-4471-4555-4_7

01-01-2013

Multifeature Analysis and Semantic Context Learning for Image Classification
Zhang Q Izquierdo E
Acm Transactions on Multimedia Computing Communications and Applications vol. 9 (2) 

DOI 10.1145/2457450.2457454

01-01-2013

3DLife - Bringing the Media Internet to Life
Zhang Q O’Connor NE Izquierdo E
Lecture Notes in Computer Science. vol. 7858, 339-341.  

DOI 10.1007/978-3-642-38082-2_27

01-01-2013

Vision Based Semantic Analysis of Surveillance Videos
Arguedas VF Zhang Q Chandramouli K Izquierdo E
Studies in Computational Intelligence, Springer Nature vol. 418, 83-125.  

DOI 10.1007/978-3-642-28977-4_3

01-01-2013

2012

Histology Image Retrieval in Optimised Multi-Feature Spaces
Zhang Q Izquierdo E
IEEE Journal of Biomedical and Health Informatics, IEEE vol. 17 (1), 240-249.  

DOI 10.1109/TITB.2012.2227270

QMRO

15-11-2012

A multi-modal dance corpus for research into interaction between humans in virtual environments
Essid S Lin X Gowing M Kordelas G Aksay A Kelly P Fillon T Zhang Q et al.
Journal on Multimodal User Interfaces, Springer vol. 7 (1-2), 157-170.  

DOI 10.1007/s12193-012-0109-5

01-03-2012

Enhanced Multi-view Dancing Videos Synchronisation
Lin X Kitanovski V Zhang Q Izquierdo E
WIAMIS 2012 Dublin, Ireland 23 Jun 2012 - 25 Jun 2012., 1-4.  

DOI 10.1109/WIAMIS.2012.6226773

01-01-2012

Geo-tagging online videos using semantic expansion and visual analysis
Sevillano X Piatrik T Chandramouli K Zhang Q Izquierdo E
WIAMIS 2012 Dublin, Ireland 23 May 2012 - 25 May 2012. 

DOI 10.1109/WIAMIS.2012.6226764

01-01-2012

Bayesian Multimodal Fusion in Forensic Applications
Fernandez Arguedas V Zhang Q Izquierdo E
Lecture Notes in Computer Science. vol. 7585, 466-475.  

DOI 10.1007/978-3-642-33885-4_47

01-01-2012

2011

Semi-Automated Vision-Based Construction of Safety Models from Engineering Drawings
Zhang Q Lin X Papadopoulos C Heckmann J-P Lisagor O Sartor V Izquierdo E
Sae International Journal of Aerospace, Sae International vol. 4 (2), 893-899.  

DOI 10.4271/2011-01-2566

01-11-2011

Optimal combination of low-level features for surveillance object retrieval
Arguedas VF Chandramouli K Zhang Q Izquierdo E
Sigmap 2011 Proceedings of the International Conference on Signal Processing and Multimedia Applications., 187-192.  
12-09-2011

Enhanced visualisation of dance performance from automatically synchronised multimodal recordings
Gowing M Kell P O'Connor NE Concolato C Essid S Lefeuvre J Tournemenne R Izquierdo E et al.
ACM MM 2011 Scottsdale, Arizona 28 Nov 2011 - 1 Dec 2011., 667-670.  

DOI 10.1145/2072298.2072414

01-01-2011

Semantic Context Inference in Multimedia Search
Zhang Q Izquierdo E
In The Future Internet: Future Internet Assembly 2011: Achievements and Technological Promises, Springer 391-400.  

DOI 10.1007/978-3-642-20898-0_28

01-01-2011

Multi-feature fusion for surveillance video indexing
Fernandez Arguedas V Zhang Q Chandramouli K Izquierdo E
WIAMIS 2011 Deflt, Netherlands 13 Apr 2011 - 15 Apr 2011., 1-4.  
01-01-2011

Semi-automated vision-based construction of safety models from engineering drawings
Zhang Q Lin X Papadopoulos C Heckmann JP Lisagor O Sartor V Izquierdo E
SAE Technical Papers., 893-899.  
01-01-2011

2010

From mid-level to high-level: Semantic inference for multimedia retrieval
Zhang Q Izquierdo E
SMAP 2010 Limassol, Cyprus 9 Dec 2010 - 10 Dec 2010., 70-75.  

DOI 10.1109/SMAP.2010.5706853

09-12-2010

SMVC 2010 chairs' welcome
Izquierdo E Cai Y Zhang Q
Smvc 10 Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning Co Located with ACM Multimedia 2010. 
01-12-2010

Session details: Virtual cloning
Zhang Q
Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning. 

DOI 10.1145/3252135

29-10-2010

ACM workshop on surreal media and virtual cloning
Izquierdo E Cai Y Zhang Q García-Herranz M
MM 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010., 1767-1768.  

DOI 10.1145/1873951.1874361

25-10-2010

Analysing multimedia content in social networking environments
Ramzan N Patrikakis C Zhang Q Izquierdo E
SAPMIA 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010., 73-76.  

DOI 10.1145/1878061.1878082

25-10-2010

Towards an expressive virtual tutor: an implementation of a virtual tutor based on an empirical study of non-verbal behaviour
Moussa MB Kasap Z Magnenat-Thalmann N Chandramouli K Haji Mirza SN Zhang Q Izquierdo E Biperis I et al.
SMVC 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010., 39-44.  

DOI 10.1145/1878083.1878096

25-10-2010

Special issue on Visual Information Engineering: Guest Editorial
Izquierdo E Ho ATS Kim HJ Zhang Q
Journal of Multimedia, Academy Publisher vol. 5 (2), 93-94.  

DOI 10.4304/jmm.5.2.93-94

01-04-2010

3DLife: Bringing the Media Internet to Life
Izquierdo E Piatrik T Zhang QN Margaria T Steffen B
LEVERAGING APPLICATIONS OF FORMAL METHODS, VERIFICATION, AND VALIDATION, PT II. vol. 6416, 13-14.  

DOI 10.1007/978-3-642-16561-0_4

01-01-2010

Demonstration for the 3DLife Framework
Zhang Q Izquierdo E
ServiceWave 2010 Ghent, Belgium 13 Dec 2010 - 15 Dec 2010. vol. 6481, 205-206.  

DOI 10.1007/978-3-642-17694-4_25

01-01-2010

Concept based interactive retrieval for social environment
Janjusevic T Zhang Q Chandramouli K Izquierdo E
SAPMIA 2010 Firenze, Italy 25 Oct 2010 - 29 Oct 2010., 15-20.  

DOI 10.1145/1878061.1878067

01-01-2010

2008

K-Space at TRECVid 2008
Wilkins P Byrne D Jones GJF Lee H Keenan G McGuinness K O Connor NE O Hare N et al.
TRECVid 2008 Gaithersburg, Maryland 1 Jan 1970., 1-10.  
01-11-2008

COST292 experimental framework for TRECVID 2008
Zhang Q Chandramouli K Damnjanovic U Piatrik T Tolias G Avrithis YS Kapsalas P Mylonas P et al.
TRECVid 2008 Gaithersburg,Maryland 1 Jan 1970., 1-15.  
01-11-2008

Bayesian Learning and Reasoning for Context Exploitation in Visual Information Retrieval
Zhang Q Izquierdo E
VIE 2008 Xi’an, China 29 Jul 2008 - 1 Aug 2008., 170-175.  

DOI 10.1049/cp:20080303

29-07-2008

Describing Objects with Multiple Features for Visual Information Retrieval and Annotation
Zhang Q Izquierdo E
WIAMIS 2008 Klagenfurt, Austria 7 May 2008 - 9 May 2008., 80-83.  

DOI 10.1109/WIAMIS.2008.45

07-05-2008

Visual Information Retrieval
Zhang Q Izquierdo E
In Encyclopedia of Multimedia, Springer Nature 971-977.  

DOI 10.1007/978-0-387-78414-4_78

01-01-2008

2007

Adaptive salient block-based image retrieval in multi-feature space
Zhang Q Izquierdo E
Signal Process-Image vol. 22 (6), 591-603.  

DOI 10.1016/j.image.2007.05.005

01-07-2007

Context inference in region-based image retrieval
Zhang Q Izquierdo E Mylonas P Wallace M Angelides M
SECOND INTERNATIONAL WORKSHOP ON SEMANTIC MEDIA ADAPTATION AND PERSONALIZATION, PROCEEDINGS., 187-192.  

DOI 10.1109/SMAP.2007.48

01-01-2007

Combining low-level features for semantic extraction in image retrieval
Zhang Q Izquierdo E
Eurasip J Adv Sig Pr 

DOI 10.1155/2007/61423

01-01-2007

The COST292 experimental framework for TRECVID 2007
Zhang Q Chandramouli K Damnjanovic U Piatrik T Izquierdo E Corvaglia M Adami N Leonardi R et al.
Text Retrieval Conference TRECVid Workshop Gaithersburg, Maryland 5 Nov 2007 - 6 Nov 2007. 
01-01-2007

Adaptive salient block based image retrieval in multi-feature space
Zhang Q Izquierdo E
2007 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, PROCEEDINGS., 106-113.  

DOI 10.1109/CBMI.2007.385399

01-01-2007

2006

COST292 experimental framework for TRECVID 2006
Calic J Kraemer P Naci SU Vrochidis S Aksoy S Zhang Q Benois-Pineau J Saracoglu A et al.
TRECVid 2006 Gaithersburg,Maryland 13 Nov 2006 - 14 Nov 2006. 
13-11-2006

A Bayesian Network approach to multi-feature based image retrieval
Zhang QN Izquierdo E Avrithis Y Kompatsiaris Y Staab S OConnor NE
Semantic Multimedia, Proceedings. vol. 4306, 138-147.  

DOI 10.1007/11930334_11

01-01-2006

Optimizing metrics combining low-level visual descriptors for image annotation and retrieval
Zhang Q Izquierdo E
2006 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Proceedings., 405A-+.  

DOI 10.1109/icassp.2006.1660365

01-01-2006

COST292 experimental framework for TRECVID 2006
Calic J Campbell NW Kraemer P Zhang Q Izquierdo E Benois-Pineau J Vrochidis S Doulaverakis C et al.
TRECVID Workshop 2006 Gaithersburg, Maryland 13 Nov 2006 - 14 Nov 2006. 
01-01-2006

A multi-feature optimization approach to object-based-image classification
Zhang Q Izquierdo E Sundaram H Naphade M Smith JR Rui Y
IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS. vol. 4071, 310-319.  

DOI 10.1007/11788034_32

01-01-2006

Optimizing Metrics Combining Low-level Visual Descriptors for Image Annotation and Retrieval
Zhang Q Izquierdo E
IEEE International Conference on Acoustics, Speech and Signal Processing 2006 Toulouse, France 14 May 2006 - 19 May 2006. vol. 2 (II) 
01-01-2006

2005

Fusion of Semantic and Visual Information for Automatic Indexing and Annotation of Key Frame Images
Zhang Q Djordjevic D Izquierdo E
IEE Proceedings of the 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technologies (EWIMT 05) London, UK 30 Nov 2005 - 1 Dec 2005., 293-299.  

DOI 10.1049/ic.2005.0746

01-01-2005

Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis
Sevillano X Piatrik T Chandramouli K Zhang Q Izquierdo E
Multimedia, IEEE vol. 19 (3), 53-61.  

DOI 10.1109/MMUL.2012.28

An ontology framework for automated visual surveillance system
Sobhani F Farhan Kahar N Zhang QIANNI
Content-Based Multimedia Indexing (CBMI), 2015 13th International Workshop on. 

DOI 10.1109/CBMI.2015.7153628

Three-Class Mammogram Classification Based on Descriptive CNN Features
ZHANG Q
Biomedical Research International 

DOI 10.1155/2017/3640901

QMRO

Histopathological growth patterns of liver metastasis: updated consensus guidelines for pattern scoring, perspectives, and recent mechanistic insights
Latacz E Höppener D Bohlok A Leduc S Tabariès S Moro CF Lugassy C Nyström H et al.
In Medrxiv 

DOI 10.1101/2022.04.07.22273504

Grants

Grants of specific relevance to the Centre for Multimodal AI

Identification of patients at risk of OA who will benefit from Agrin treatment
Suzanne Eldridge, Xavier Griffin, Francesco Dell'Accio and Qianni Zhang
£1,186,732 Versus Arthritis
01-10-2025 - 30-09-2029

(QM costs) ARCNET
Qianni Zhang
£15,496 Barts and the London Charity
01-03-2025 - 28-02-2026

Anatomical And Functional Analysis Of The Soft Palate And Associated Musculature
Qianni Zhang
£132,620 BH NHS Barts Health NHS
01-01-2022 - 31-12-2025

---

Deep Learning based Multispectral Image Analysis for Retinal Lesion Detection, Segmentation and Recognition
Qianni Zhang
£12,000 Royal Society
31-03-2022 - 30-09-2025

KTP: Machine learning for improved graphics in sport broadcast
Ebroul Izquierdo and Qianni Zhang
£214,061 Innovate UK
31-01-2022 - 30-04-2024

Research Group

PhD Students

• Kit Bransby
  Bridging Graph and Dense Representations For Coronary Vessel Segmentation and Registration
• Zixu Cheng
  Vision
• Ying He
  Attention-Guided Contextual Speech Mri Segmentation
• Jiayi Lin
  Spatial Grounding in Vision-Language Foundation Models
• Alexandros Mavromoustakos
  Wearable Ultrasound Sensor
• Ruowen Qu
  Vision
• Abbas Khan Rayabat Khan
  Deep Learning-Based Cardiac Image Segmentation
• Solomon Russom
  Leveraging Healthcare Data For AI-Enabled, Effective and Improved Hiv Care
• Edwin Salcedo Aliaga
  Minds
• Chunchang Shao
  AI-Enabled Recognition of Negative Affect in-The-Wild
• Aisha Zulfiqar
  Machine Learning Based Biodiversity Classification

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