Research Publications - Biomedical Engineering / Selected Publications

< ref name="zhang24pose">{{cite journal |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Zhang |first3=Francis Xiatian |last4=Din |first4=Silvia Del |last5=Shum |first5=Hubert P. H. |title=Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video |journal=International Journal of Computer Assisted Radiology and Surgery |date=2024 |volume=19 |pages=831--840 |doi=10.1007/s11548-023-03052-4 |issn=1861-6429 |publisher=Springer |url=https://arxiv.org/abs/2312.13776 }}< /ref>

< ref name="zheng24unraveling">{{cite journal |last1=Zheng |first1=Sisi |last2=Zhang |first2=Francis Xiatian |last3=Shum |first3=Hubert P. H. |last4=Zhang |first4=Haozheng |last5=Song |first5=Nan |last6=Song |first6=Mingkang |last7=Jia |first7=Hongxiao |title=Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis |journal=BMC Psychiatry |date=2024 |volume=24 |pages=685 |doi=10.1186/s12888-024-06096-1 |issn=1471-244X |publisher=BMC |url=http://doi.org/10.1186/s12888-024-06096-1 }}< /ref>

< ref name="constable24advancing">{{cite journal |last1=Constable |first1=Merryn D. |last2=Zhang |first2=Francis Xiatian |last3=Conner |first3=Tony |last4=Monk |first4=Daniel |last5=Rajsic |first5=Jason |last6=Ford |first6=Claire |last7=Park |first7=Laura Jillian |last8=Platt |first8=Alan |last9=Porteous |first9=Debra |last10=Grierson |first10=Lawrence |last11=Shum |first11=Hubert P. H. |title=Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills |journal=Advances in Health Sciences Education |date=2024 |doi=10.1007/s10459-024-10369-5 |issn=1573-1677 |publisher=Springer |url=http://doi.org/10.1007/s10459-024-10369-5 }}< /ref>

< ref name="constable24enhancing">{{cite journal |last1=Constable |first1=Merryn D. |last2=Shum |first2=Hubert P. H. |last3=Clark |first3=Stephen |title=Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review |journal=Journal of Cardiothoracic Surgery |date=2024 |volume=19 |pages=94 |doi=10.1186/s13019-024-02558-5 |issn=1749-8090 |publisher=BMC |url=https://arxiv.org/abs/2402.11288 }}< /ref>

< ref name="chen23inclg">{{cite journal |last1=Chen |first1=Shuang |last2=Atapour-Abarghouei |first2=Amir |last3=Ho |first3=Edmond S. L. |last4=Shum |first4=Hubert P. H. |title=INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network |journal=Software Impacts |date=2023 |volume=17 |pages=100517 |doi=10.1016/j.simpa.2023.100517 |publisher=Elsevier |url=https://arxiv.org/abs/2305.10589 }}< /ref>

< ref name="organisciak22robin">{{cite journal |last1=Organisciak |first1=Daniel |last2=Shum |first2=Hubert P. H. |last3=Nwoye |first3=Ephraim |last4=Woo |first4=Wai Lok |title=RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis |journal=Expert Systems with Applications |date=2022 |volume=201 |pages=117158 |doi=10.1016/j.eswa.2022.117158 |issn=0957-4174 |publisher=Elsevier |url=https://arxiv.org/abs/2203.17085 }}< /ref>

< ref name="zhu22twostream">{{cite journal |last1=Zhu |first1=Manli |last2=Men |first2=Qianhui |last3=Ho |first3=Edmond S. L. |last4=Leung |first4=Howard |last5=Shum |first5=Hubert P. H. |title=A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction |journal=Journal of Medical Systems |date=2022 |volume=46 |issue=11 |pages=76 |doi=10.1007/s10916-022-01857-5 |issn=1573-689X |publisher=Springer |url=https://arxiv.org/abs/2208.08848 }}< /ref>

< ref name="zhang22cpagcn">{{cite journal |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Shum |first3=Hubert P. H. |title=CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy |journal=Software Impacts |date=2022 |volume=14 |pages=100419 |doi=10.1016/j.simpa.2022.100419 |issn=2665-9638 |publisher=Elsevier |url=https://arxiv.org/abs/2209.02824 }}< /ref>

< ref name="mccay20abnormal">{{cite journal |last1=McCay |first1=Kevin D. |last2=Ho |first2=Edmond S. L. |last3=Shum |first3=Hubert P. H. |last4=Fehringer |first4=Gerhard |last5=Marcroft |first5=Claire |last6=Embleton |first6=Nicholas |title=Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features |journal=IEEE Access |date=2020 |volume=8 |issue=1 |pages=51582--51592 |doi=10.1109/ACCESS.2020.2980269 |issn=2169-3536 |publisher=IEEE |url=http://doi.org/10.1109/ACCESS.2020.2980269 }}< /ref>

< ref name="baig20filtering">{{cite journal |last1=Baig |first1=Muhammad Zeeshan |last2=Aslam |first2=Nauman |last3=Shum |first3=Hubert P. H. |title=Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey |journal=Artificial Intelligence Review |date=2020 |volume=53 |issue=2 |pages=1207--1232 |doi=10.1007/s10462-019-09694-8 |publisher=Springer |url=http://doi.org/10.1007/s10462-019-09694-8 }}< /ref>

< ref name="baig17differential">{{cite journal |last1=Baig |first1=Muhammad Zeeshan |last2=Aslam |first2=Nauman |last3=Shum |first3=Hubert P. H. |last4=Zhang |first4=Li |title=Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG |journal=Expert Systems with Applications |date=2017 |volume=90 |pages=184--195 |doi=10.1016/j.eswa.2017.07.033 |issn=0957-4174 |publisher=Elsevier |url=http://doi.org/10.1016/j.eswa.2017.07.033 }}< /ref>

< ref name="coronafigueroaa24repeat">{{cite conference |last1=Corona-Figueroa |first1=Abril |last2=Shum |first2=Hubert P. H. |last3=Willcocks |first3=Chris G. |title=Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling |date=2024 |pages=2315--2324 |doi=10.1109/CVPRW63382.2024.00237 |publisher=IEEE/CVF |url=https://arxiv.org/abs/2406.18422 }}< /ref>

< ref name="zhang23correlation">{{cite conference |last1=Zhang |first1=Francis Xiatian |last2=Zheng |first2=Sisi |last3=Shum |first3=Hubert P. H. |last4=Zhang |first4=Haozheng |last5=Song |first5=Nan |last6=Song |first6=Mingkang |last7=Jia |first7=Hongxiao |title=Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI |date=2023 |pages=298--312 |doi=10.1007/978-981-99-8138-0_24 |isbn=978-981-99-8137-3 |publisher=Springer |url=https://arxiv.org/abs/2311.10463 }}< /ref>

< ref name="zhang22cerebral">{{cite conference |last1=Zhang |first1=Haozheng |last2=Shum |first2=Hubert P. H. |last3=Ho |first3=Edmond S. L. |title=Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks |date=2022 |pages=1619--1625 |doi=10.1109/EMBC48229.2022.9871230 |publisher=IEEE |url=https://arxiv.org/abs/2204.10997 }}< /ref>

< ref name="coronafigueroaa22mednerf">{{cite conference |last1=Corona-Figueroa |first1=Abril |last2=Frawley |first2=Jonathan |last3=Bond-Taylor |first3=Sam |last4=Bethapudi |first4=Sarath |last5=Shum |first5=Hubert P. H. |last6=Willcocks |first6=Chris G. |title=MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray |date=2022 |pages=3843--3848 |doi=10.1109/EMBC48229.2022.9871757 |publisher=IEEE |url=https://arxiv.org/abs/2202.01020 }}< /ref>

< ref name="zhang22towards">{{cite conference |last1=Zhang |first1=Francis Xiatian |last2=Moubayed |first2=Noura Al |last3=Shum |first3=Hubert P. H. |title=Towards Graph Representation Learning Based Surgical Workflow Anticipation |date=2022 |pages=1--4 |doi=10.1109/BHI56158.2022.9926801 |publisher=IEEE |url=https://arxiv.org/abs/2208.03824 }}< /ref>

< ref name="chen22feasibility">{{cite conference |last1=Chen |first1=Shuang |last2=Atapour-Abarghouei |first2=Amir |last3=Kerby |first3=Jane |last4=Ho |first4=Edmond S. L. |last5=Sainsbury |first5=David C. G. |last6=Butterworth |first6=Sophie |last7=Shum |first7=Hubert P. H. |title=A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip |date=2022 |pages=1--4 |doi=10.1109/BHI56158.2022.9926917 |publisher=IEEE |url=https://arxiv.org/abs/2208.01149 }}< /ref>

< ref name="zhu21interpreting">{{cite conference |last1=Zhu |first1=Manli |last2=Men |first2=Qianhui |last3=Ho |first3=Edmond S. L. |last4=Leung |first4=Howard |last5=Shum |first5=Hubert P. H. |title=Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention |date=2021 |pages=1--4 |doi=10.1109/BHI50953.2021.9508619 |issn=2641-3604 |publisher=IEEE |url=https://arxiv.org/abs/2106.04471 }}< /ref>

< ref name="rueangsirarak18identifying">{{cite conference |last1=Rueangsirarak |first1=Worasak |last2=Kaewkaen |first2=Kitchana |last3=Shum |first3=Hubert P. H. |title=Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues |date=2018 |pages=780--783 |doi=10.1109/ECTICon.2018.8619931 |publisher=IEEE |url=http://doi.org/10.1109/ECTICon.2018.8619931 }}< /ref>

< ref name="mekurai17biofeedback">{{cite conference |last1=Rueangsirarak |first1=Worasak |last2=Mekurai |first2=Chayuti |last3=Shum |first3=Hubert P. H. |last4=Uttama |first4=Surapong |last5=Chaisricharoen |first5=Roungsan |last6=Kaewkaen |first6=Kitchana |title=Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board |date=2017 |pages=64--69 |doi=10.1109/GWS.2017.8300483 |url=http://doi.org/10.1109/GWS.2017.8300483 }}< /ref>

< ref name="omar14intelligent">{{cite conference |last1=Omar |first1=Mohamed |last2=Hossain |first2=Alamgir |last3=Zhang |first3=Li |last4=Shum |first4=Hubert P. H. |title=An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations |date=2014 |pages=1--5 |doi=10.1109/SKIMA.2014.7083563 |url=http://doi.org/10.1109/SKIMA.2014.7083563 }}< /ref>