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    Article

    Maudsley-Barton, Sean ORCID logoORCID: https://orcid.org/0000-0003-0289-0783 and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2024) Objective falls risk assessment using markerless motion capture and representational machine learning. Sensors, 24 (14).

    Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 Cassidy, Bill ORCID logoORCID: https://orcid.org/0000-0003-3741-8120 Byra, Michal Liao, Ting-Yu Yi, Huahui Galdran, Adrian Chen, Yung-Han et al.
    Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Cassidy, Bill ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Byra, Michal, Liao, Ting-Yu, Yi, Huahui, Galdran, Adrian, Chen, Yung-Han, Brüngel, Raphael, Koitka, Sven, Friedrich, Christoph M, Lo, Yu-wen, Yang, Ching-hui, Li, Kang, Lao, Qicheng, Ballester, Miguel A González, Carneiro, Gustavo, Ju, Yi-Jen, Huang, Juinn-Dar, Pappachan, Joseph M, Reeves, Neil D ORCID logoORCID: https://orcid.org/0000-0001-9213-4580, Chandrabalan, Vishnu, Dancey, Darren ORCID logoORCID: https://orcid.org/0000-0001-7251-8958 and Kendrick, Connah
    (2024) Diabetic foot ulcers segmentation challenge report: benchmark and analysis. Medical Image Analysis, 94. ISSN 1361-8415

    Pewton, SW, Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Kendrick, C ORCID logoORCID: https://orcid.org/0000-0002-3623-6598 and Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2024) Dermoscopic dark corner artifacts removal: Friend or foe? Computer Methods and Programs in Biomedicine, 244. ISSN 0169-2607

    Yazed, Muhammad Syukri Mohd, Shaubari, Ezak Fadzrin Ahmad and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2023) A review of neural network approach on engineering drawing recognition and future directions. International Journal on Informatics Visualization, 7 (4). pp. 2513-2522. ISSN 2549-9610

    Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120 Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 Pappachan, JM ORCID logoORCID: https://orcid.org/0000-0003-0886-5255 Ahmad, N Haycocks, S ORCID logoORCID: https://orcid.org/0000-0003-4352-5985 O'Shea, C Fernandez, CJ ORCID logoORCID: https://orcid.org/0000-0002-1171-5525 et al.
    Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Pappachan, JM ORCID logoORCID: https://orcid.org/0000-0003-0886-5255, Ahmad, N, Haycocks, S ORCID logoORCID: https://orcid.org/0000-0003-4352-5985, O'Shea, C, Fernandez, CJ ORCID logoORCID: https://orcid.org/0000-0002-1171-5525, Chacko, E, Jacob, K and Reeves, ND ORCID logoORCID: https://orcid.org/0000-0001-9213-4580
    (2023) Artificial intelligence for automated detection of diabetic foot ulcers: A real-world proof-of-concept clinical evaluation. Diabetes Research and Clinical Practice, 205. ISSN 0168-8227

    Maudsley-Barton, Sean ORCID logoORCID: https://orcid.org/0000-0003-0289-0783 and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2023) KINECAL: a dataset for falls-risk assessment and balance impairment analysis. Scientific Data, 10 (1). ISSN 2052-4463

    Yap, Chuin Hong ORCID logoORCID: https://orcid.org/0000-0003-2251-9308, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Davison, Adrian K and Cunningham, Ryan ORCID logoORCID: https://orcid.org/0000-0001-6883-6515 (2023) Self-supervised spontaneous latent-based facial expression sequence generation. IEEE Open Journal of Signal Processing, 4. pp. 304-312. ISSN 2644-1322

    Thomas, Cory, Byra, Michal, Marti, Robert, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 and Zwiggelaar, Reyer (2023) BUS-Set: a benchmark for quantitative evaluation of breast ultrasound segmentation networks with public datasets. Medical Physics, 50 (5). pp. 3223-3243. ISSN 0094-2405

    Chen, Gongping, Li, Lei, Dai, Yu, Zhang, Jianxu and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2023) AAU-Net: an Adaptive Attention U-Net for breast lesions segmentation in ultrasound images. IEEE Transactions on Medical Imaging, 42 (5). pp. 1289-1300. ISSN 0278-0062

    Jude, Edward B ORCID logoORCID: https://orcid.org/0000-0002-3186-4122, Tentolouris, Nikloas ORCID logoORCID: https://orcid.org/0000-0003-0615-2534, Rastogi, Ashu ORCID logoORCID: https://orcid.org/0000-0002-9375-3102, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Pedrosa, Hermelinda C ORCID logoORCID: https://orcid.org/0000-0002-2266-8082 and Ling, Stephanie F ORCID logoORCID: https://orcid.org/0000-0001-8148-2344 (2022) Vitamin D prescribing practices among clinical practitioners during the COVID-19 pandemic. Health Science Reports, 5 (4). ISSN 2398-8835

    Cassidy, Bill ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Reeves, Neil D, Pappachan, Joseph M, Ahmad, Naseer, Haycocks, Samantha, Gillespie, David and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2022) A Cloud-based Deep Learning Framework for Remote Detection of Diabetic Foot Ulcers. IEEE Pervasive Computing, 21 (2). pp. 78-86. ISSN 1536-1268

    Zhao, Ke Chen, Tong Chen, Liming Fu, Xiaolan Meng, Hongying Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 Yuan, Jiajin et al.
    Zhao, Ke, Chen, Tong, Chen, Liming, Fu, Xiaolan, Meng, Hongying, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Yuan, Jiajin and Davison, Adrian K
    (2022) Editorial: Facial Expression Recognition and Computing: an Interdisciplinary Perspective. Frontiers in Psychology, 13. p. 940630. ISSN 1664-1078

    Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Kendrick, C, Brodzicki, A, Jaworek-Korjakowska, J and Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2022) Analysis of the ISIC image datasets: Usage, benchmarks and recommendations. Medical Image Analysis, 75. ISSN 1361-8415

    Al-Garaawi, Nora, Ebsim, Raja, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 and Alharan, Abbas F.H. (2022) Diabetic foot ulcer classification using mapped binary patterns and convolutional neural networks. Computers in Biology and Medicine, 140. ISSN 0010-4825

    Jaworek-Korjakowska, Joanna, Brodzicki, Andrzej, Cassidy, Bill ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Kendrick, Connah and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2021) Interpretability of a deep learning based approach for the classification of skin lesions into main anatomic body sites. Cancers, 13 (23). ISSN 2072-6694

    Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 Hachiuma, R Alavi, A Brüngel, R Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120 Goyal, M Zhu, H et al.
    Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Hachiuma, R, Alavi, A, Brüngel, R, Cassidy, B ORCID logoORCID: https://orcid.org/0000-0003-3741-8120, Goyal, M, Zhu, H, Rückert, J, Olshansky, M, Huang, X, Saito, H, Hassanpour, S, Friedrich, CM, Ascher, DB, Song, A, Kajita, H, Gillespie, D ORCID logoORCID: https://orcid.org/0000-0002-3783-9454, Reeves, ND ORCID logoORCID: https://orcid.org/0000-0001-9213-4580, Pappachan, JM, O'Shea, C and Frank, E
    (2021) Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Computers in Biology and Medicine, 135. ISSN 0010-4825

    Dokmegang, Joel, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Han, Liangxiu ORCID logoORCID: https://orcid.org/0000-0003-2491-7473, Cavaliere, Matteo ORCID logoORCID: https://orcid.org/0000-0002-4071-6965 and Doursat, René (2021) Computational modelling unveils how epiblast remodelling and positioning rely on trophectoderm morphogenesis during mouse implantation. PLoS One, 16 (7). ISSN 1932-6203

    Goyal, Manu, Reeves, Neil D, Davison, Adrian K, Rajbhandari, Satyan, Spragg, Jennifer and Yap, Moi Hoon (2020) DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. IEEE Transactions on Emerging Topics in Computational Intelligence, 4 (5). pp. 728-739. ISSN 2471-285X

    Ascenso, Guido, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Allen, Thomas Bruce, Choppin, Simon S and Payton, Carl ORCID logoORCID: https://orcid.org/0000-0001-8896-9753 (2020) FISHnet: Learning to Segment the Silhouettes of Swimmers. IEEE Access, 8. pp. 178311-178321. ISSN 2169-3536

    Agarwal, R, Díaz, O, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Lladó, X and Martí, R (2020) Deep learning for mass detection in Full Field Digital Mammograms. Computers in Biology and Medicine, 121. p. 103774. ISSN 0010-4825

    Maudsley-Barton, S, Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Bukowski, A, Mills, R ORCID logoORCID: https://orcid.org/0000-0002-3249-7539 and McPhee, J ORCID logoORCID: https://orcid.org/0000-0002-3659-0773 (2020) A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test. PLoS One, 15 (2). ISSN 1932-6203

    Goyal, M, Reeves, ND ORCID logoORCID: https://orcid.org/0000-0001-9213-4580, Rajbhandari, S, Ahmad, N, Wang, C and Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2020) Recognition of ischaemia and infection in diabetic foot ulcers: Dataset and techniques. Computers in Biology and Medicine, 117. ISSN 0010-4825

    Goyal, M, Oakley, A, Bansal, P, Dancey, D and Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2020) Skin Lesion Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods. IEEE Access, 8. pp. 4171-4181. ISSN 2169-3536

    Goyal, Manu, Reeves, Neil ORCID logoORCID: https://orcid.org/0000-0001-9213-4580, Rajbhandari, Satyan and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2019) Robust Methods for Real-Time Diabetic Foot Ulcer Detection and Localization on Mobile Devices. IEEE Journal of Biomedical and Health Informatics, 23 (4). pp. 1730-1741. ISSN 2168-2194

    Osman, O and Yap, Moi (2019) Computational Intelligence in Automatic Face Age Estimation: A Survey. IEEE Transactions on Emerging Topics in Computational Intelligence, 3 (3). pp. 271-285. ISSN 2471-285X

    Yap, Moi Hoon, Goyal, Manu, Osman, Fatima M, Martí, Robert, Denton, Erika, Juette, Arne and Zwiggelaar, Reyer (2018) Breast ultrasound lesions recognition: end-to-end deep learning approaches. Journal of Medical Imaging, 6 (1). 011007. ISSN 2329-4302

    Fatima, O and Yap, Moi (2018) The effect of filtering algorithms for breast ultrasound lesions segmentation. Informatics in Medicine Unlocked, 12. pp. 14-20. ISSN 2352-9148

    Davison, AK, Lansley, C, Costen, N, Tan, K and Yap, MH (2018) SAMM: A Spontaneous Micro-Facial Movement Dataset. IEEE Transactions on Affective Computing, 9 (1). pp. 116-129. ISSN 1949-3045

    Leightley, D and Yap, MH (2018) Digital Analysis of Sit-to-Stand in Masters Athletes, Healthy Old People, and Young Adults Using a Depth Sensor. Healthcare, 6 (1). ISSN 2227-9032

    McPhee, JS ORCID logoORCID: https://orcid.org/0000-0002-3659-0773, Cameron, J ORCID logoORCID: https://orcid.org/0000-0003-1183-0184, Maden-Wilkinson, T, Piasecki, M ORCID logoORCID: https://orcid.org/0000-0002-7804-4631, Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Jones, DA and Degens, H ORCID logoORCID: https://orcid.org/0000-0001-7399-4841 (2018) The contributions of fibre atrophy, fibre loss, in situ specific force and voluntary activation to weakness in sarcopenia. Journals of Gerontology, Series A, 73 (10). pp. 1287-1294. ISSN 1079-5006

    Ng, CC, Yap, Moi, Cheng, YT and Hsu, GS (2018) Hybrid Ageing Patterns for Face Age Estimation. Image and Vision Computing, 69. pp. 92-102. ISSN 0262-8856

    Yap, Moi Pons, G Marti, J Ganau, S Sentis, M Zwiggelaar, R Davison, AK et al.
    Yap, Moi, Pons, G, Marti, J, Ganau, S, Sentis, M, Zwiggelaar, R, Davison, AK and Marti, R
    (2017) Automated Breast Ultrasound Lesions Detection using Convolutional Neural Networks. IEEE Journal of Biomedical and Health Informatics, 22 (4). pp. 1218-1226. ISSN 2168-2208

    Hewitt, BM, Yap, Moi, Hodson-Tole, EF, Kennerley, AJ, Sharp, PS and Grant, Robyn (2017) A novel automated rodent tracker (ART), demonstrated in a mouse model of amyotrophic lateral sclerosis. Journal of Neuroscience Methods, 300. pp. 147-156. ISSN 0165-0270

    Yap, Moi Chatwin, Katie Ng, C-C Abbott, Caroline Bowling, FL Rajbhandari, S Boulton, AJM et al.
    Yap, Moi, Chatwin, Katie, Ng, C-C, Abbott, Caroline, Bowling, FL, Rajbhandari, S, Boulton, AJM and Reeves, Neil
    (2017) "FootSnap": A New Mobile Application for Standardizing Diabetic Foot Images. Journal of Diabetes Science and Technology, 12 (1). pp. 169-173. ISSN 1932-2968

    Leightley, D Yap, MH Coulson, J Piasecki, M Cameron, J Barnouin, Y Tobias, J et al.
    Leightley, D, Yap, MH, Coulson, J, Piasecki, M, Cameron, J, Barnouin, Y, Tobias, J and McPhee, JS
    (2016) Postural Stability During Standing Balance and Sit-to-Stand in Master Athlete Runners Compared With Non-Athletic Old and Young Adults. Journal of aging and physical activity. ISSN 1063-8652

    Leightley, D, Yap, MH and McPhee, J (2016) Automated Analysis and Quantification of Human Mobility using a Depth Sensor. IEEE Journal of Biomedical and Health Informatics (99). ISSN 2168-2194

    Hewitt, B, Yap, MH and Grant, RA (2016) Manual Whisker Annotator (MWA): A Modular Open-Source Tool. Journal of Open Research Software, 4 (1). ISSN 2049-9647

    Conference or Workshop Item

    Mohd Yazed, Muhammad Syukri, Fadzrin Ahmad Shaubari, Ezak and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2024) Implementation of YOLOv5 and Vision OCR Hybrid Model for GD&T Recognition. In: 2024 IEEE 6th Symposium on Computers & Informatics (ISCI), 10 August 2024, Kuala Lumpur, Malaysia.

    Davison, Adrian K ORCID logoORCID: https://orcid.org/0000-0002-6496-0209 Li, Jingting ORCID logoORCID: https://orcid.org/0000-0001-8742-8488 Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 See, John ORCID logoORCID: https://orcid.org/0000-0003-3005-4109 Cheng, Wen-Huang ORCID logoORCID: https://orcid.org/0000-0002-4662-7875 Li, Xiaobai ORCID logoORCID: https://orcid.org/0000-0003-4519-7823 Hong, Xiaopeng ORCID logoORCID: https://orcid.org/0000-0002-0611-0636 et al.
    Davison, Adrian K ORCID logoORCID: https://orcid.org/0000-0002-6496-0209, Li, Jingting ORCID logoORCID: https://orcid.org/0000-0001-8742-8488, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, See, John ORCID logoORCID: https://orcid.org/0000-0003-3005-4109, Cheng, Wen-Huang ORCID logoORCID: https://orcid.org/0000-0002-4662-7875, Li, Xiaobai ORCID logoORCID: https://orcid.org/0000-0003-4519-7823, Hong, Xiaopeng ORCID logoORCID: https://orcid.org/0000-0002-0611-0636 and Wang, Su-Jing ORCID logoORCID: https://orcid.org/0000-0002-8774-6328
    (2023) MEGC2023: ACM Multimedia 2023 ME Grand Challenge. In: MM '23: The 31st ACM International Conference on Multimedia, 29 October 2023- 3 November 2023, Ottawa, Canada.

    Eisenmann, M Reinke, A Weru, V Tizabi, MD Isensee, F Adler, TJ Ali, S et al.
    Eisenmann, M, Reinke, A, Weru, V, Tizabi, MD, Isensee, F, Adler, TJ, Ali, S, Andrearczyk, V, Aubreville, M, Baid, U, Bakas, S, Balu, N, Bano, S, Bernal, J, Bodenstedt, S, Casella, A, Cheplygina, V, Daum, M, De Bruijne, M, Depeursinge, A, Dorent, R, Egger, J, Ellis, DG, Engelhardt, S, Ganz, M, Ghatwary, N, Girard, G, Godau, P, Gupta, A, Hansen, L, Harada, K, Heinrich, M, Heller, N, Hering, A, Huaulmé, A, Jannin, P, Kavur, AE, Kodym, O, Kozubek, M, Li, J, Li, H, Ma, J, Martín-Isla, C, Menze, B, Noble, A, Oreiller, V, Padoy, N, Pati, S, Payette, K, Rädsch, T, Rafael-Patiño, J, Bawa, VS, Speidel, S, Sudre, CH, Van Wijnen, K, Wagner, M, Wei, D, Yamlahi, A, Yap, MH ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Yuan, C, Zenk, M, Zia, A, Zimmerer, D, Aydogan, D, Bhattarai, B, Bloch, L, Brüngel, R, Cho, J, Choi, C, Dou, Q, Ezhov, I, Friedrich, CM, Fuller, C, Gaire, RR, Galdran, A, García Faura, A, Grammatikopoulou, M, Hong, S, Jahanifar, M, Jang, I, Kadkhodamohammadi, A, Kang, I, Kofler, F, Kondo, S, Kuijf, H, Li, M, Luu, M, Martinčič, T, Morais, P, Naser, MA, Oliveira, B, Owen, D, Pang, S, Park, J, Park, S, Płotka, S, Puybareau, E, Rajpoot, N, Ryu, K and Saeed, N
    (2023) Why is the winner the best? In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 17 June 2023 - 24 June 2023, Vancouver, Canada.

    Yap, Chuin Hon, Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287, Davison, Adrian ORCID logoORCID: https://orcid.org/0000-0002-6496-0209, Kendrick, Connah, Li, Jingting, Wang, Su-Jing and Cunningham, Ryan (2022) 3D-CNN for facial micro- and macro-expression spotting on long video sequences using temporal oriented reference frame. In: MM '22: The 30th ACM International Conference on Multimedia, 10 October 2022 - 14 October 2022, Lisboa, Portugal.

    Pewton, Samuel William and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2022) Dark Corner on Skin Lesion Image Dataset: does it matter? In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 19 June 2022 - 20 June 2022, New Orleans, USA.

    Jam, Jireh ORCID logoORCID: https://orcid.org/0000-0003-2309-4655, Kendrick, Connah, Drouard, Vincent, Walker, Kevin, Hsu, Gee-Sern and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2021) R-MNet: a perceptual adversarial network for image inpainting. In: 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), 3 January 2021 -8 January 2021, Waikoloa, Hawaii, USA.

    Maudsley-Barton, Sean, McPheey, Jamie, Bukowski, Anthony, Leightley, Daniel and Yap, Moi Hoon ORCID logoORCID: https://orcid.org/0000-0001-7681-4287 (2017) A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), 05 October 2017 - 08 October 2017, Banff, AB, Canada.

    Goyal, M, Yap, Moi, Reeves, Neil, Rajbhandari, S and Spragg, J (2017) Fully convolutional networks for diabetic foot ulcer segmentation. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 05 October 2017 - 08 October 2017, Banff, AB, Canada.

    Ghayvat, H, Pandya, S, Shah, S, Mukhopadhyay, SC, Yap, MH and Wandra, KH (2016) Advanced AODV approach for efficient detection and mitigation of wormhole attack in MANET. In: 2016 10th International Conference on Sensing Technology (ICST), 11 November 2016 - 13 November 2016, Nanjing, China.

    This list was generated on Tue Nov 19 07:04:05 2024 GMT.