Computer Science and Informatics
Type | Division |
---|---|
School | Engineering |
Latest research outputs
Study Protocol: Evaluating artificial intelligence-driven stress echocardiography analysis system (EASE study): mixed method study.
Mahdavi, M., Thomas, N., Flood, C., Stewart-Lord, A., Baillie, L., Grisan, E., Callaghan, P., Panayotova, R, Hothi, S, Griffith, V., Jayadev, S. and Frings, D. Study Protocol: Evaluating artificial intelligence-driven stress echocardiography analysis system (EASE study): mixed method study. BMJ Open.Journal article
Photothermal Radiometry Data Analysis by Using Machine Learning
Xiao, P. and Chen, D. (2024). Photothermal Radiometry Data Analysis by Using Machine Learning. Sensors. 24 (10), p. 3015. https://doi.org/10.3390/s24103015Journal article
Quantifying irregular pulsation of intracranial aneurysms using 4D-CTA
Xie, H., Yu, H., Wu, H., Wang, J., Wu, S., Zhang, J., Zhao, H., Yuan, M., Benitez Mendieta, J., Anbananthan, H., Winter, C., Zhu, C. and Li, Z. (2024). Quantifying irregular pulsation of intracranial aneurysms using 4D-CTA. Journal of Biomechanics. 174, p. 112269. https://doi.org/10.1016/j.jbiomech.2024.112269Journal article
A blood-free modeling approach for the quantification of the blood-to-brain tracer exchange in TSPO PET imaging
Maccioni, L., Michelle, C.M., Brusaferri, L., Silvestri, E., Bertoldo, A., Schubert, J.J., Nettis, M.A., Mondelli, V., Howes, O., Turkheimer, F.E., Bottlaender, M., Bodini, B., Stankoff, B., Loggia, M.L. and Veronese, M. (2024). A blood-free modeling approach for the quantification of the blood-to-brain tracer exchange in TSPO PET imaging. Frontiers in Neuroscience. 18, p. 1395769. https://doi.org/10.3389/fnins.2024.1395769Journal article
Architectural blueprint for heterogeneity-resilient federated learning
Bashir, S., Dagiuklas, T., Kassai, K. and Iqbal, M. (2024). Architectural blueprint for heterogeneity-resilient federated learning. IET 6G and Future Networks Conference (IET 6G 2024). London, UK 24 - 25 Jun 2024 Institution of Engineering and Technology (IET). https://doi.org/10.1049/icp.2024.2236Conference paper
Data driven surrogate signal extraction for dynamic PET using selective PCA: time windows versus the combination of components
Whitehead, A.C., Dylan Su, K-H, Emond, E., Biguri, A., Brusaferri, L., Machado, M., Porter, J., Garthwaite, H., Wollenweber, S., McClelland, J.R. and Thielemans, K. (2024). Data driven surrogate signal extraction for dynamic PET using selective PCA: time windows versus the combination of components. Physics in Medicine & Biology. https://doi.org/10.1088/1361-6560/ad5ef1Journal article
Design and Implementation of Lightweight Certificateless Secure Communication Scheme on Industrial NFV-Based IPv6 Virtual Networks
Ashraf, Z., Sohail, A. and Iqbal, M. (2024). Design and Implementation of Lightweight Certificateless Secure Communication Scheme on Industrial NFV-Based IPv6 Virtual Networks. Electronics. 13 (13), p. 2649. https://doi.org/10.3390/electronics13132649Journal article
GreenBytes: Intelligent Energy Estimation for Edge-Cloud
Kassai, K., Dagiuklas, A., Bashir, S. and Iqbal, M. (2024). GreenBytes: Intelligent Energy Estimation for Edge-Cloud. IET 6G and Future Networks Conference (IET 6G 2024). London, UK 24 - 25 Jun 2024 Institution of Engineering and Technology (IET). https://doi.org/10.1049/icp.2024.2237Conference paper
Impact of Speckle Deformability on Digital Imaging Correlation
Wang, J., Wu, H., Zhu, Z., Xie, H., Yu, H., Huang, Q., Xiang, Y., Paritala, P. K., Mendieta, J. B., Anbananthan, H., Catano, J., Fang, R., Wang, L. and Li, Z. (2024). Impact of Speckle Deformability on Digital Imaging Correlation. IEEE Access. 12, pp. 66466 - 66477. https://doi.org/10.1109/access.2024.3398786Journal article
A Consensus Mechanism to Improve Prediction of Cortical Bone Properties using Ultrafast Ultrasound Acquisition
Abdelreheem, H., Grisan, E., Dryburgh, P., Peralta, L. and Harput, S. (2024). A Consensus Mechanism to Improve Prediction of Cortical Bone Properties using Ultrafast Ultrasound Acquisition. IEEE Access. https://doi.org/10.1109/ACCESS.2024.3404644Journal article
Direction Estimation of the Attacked Signal in PBCH of 5G NR
Kazemian, M., Dagiuklas, A. and Jasperneite, J. (2024). Direction Estimation of the Attacked Signal in PBCH of 5G NR. IEEE Communications Letters. 28 (7), pp. 1639 - 1643. https://doi.org/10.1109/LCOMM.2024.3401741Journal article
Neuroinflammation in post-acute sequelae of COVID-19 (PASC) as assessed by [11C]PBR28 PET correlates with vascular disease measures
VanElzakker, M.B., Bues, H. F., Brusaferri, L., Kim, M., Saadi, D., Ratai, E.M., Dougherty, D.D. and Loggia, M.L. (2024). Neuroinflammation in post-acute sequelae of COVID-19 (PASC) as assessed by [11C]PBR28 PET correlates with vascular disease measures. Brain, Behavior and Immunity. 119, pp. 713-723. https://doi.org/10.1016/j.bbi.2024.04.015Journal article
Investigating reliable amyloid accumulation in Centiloids: Results from the AMYPAD Prognostic and Natural History Study.
Bollack, A., Collij, L., García, D., Shekari, M., Altomare, D., Payoux, P., Dubois, B., Grau-Rivera, O., Boada, M., Marquié, M., Nordberg, A., Walker, Z., Scheltens, P., Schöll, M., Wolz, R., Schott, J.M., Gismondi, R., Stephens, A., Buckley, C., Frisoni, G.B., Hanseeuw, B., Visser, P.J., Vandenberghe, R., Drzezga, A., Yaqub, M., Boellaard, R., Gispert, J., Markiewicz, P., Cash, D., Farrar, G., Barkhof, F. and AMYPAD consortium (2024). Investigating reliable amyloid accumulation in Centiloids: Results from the AMYPAD Prognostic and Natural History Study. Alzheimer's & Dementia. https://doi.org/10.1002/alz.13761Journal article
Multi-Global Models for Edge Computing Environment
Bashir, S., Dagiuklas, T., Kassai, K. and Iqbal, M. (2024). Multi-Global Models for Edge Computing Environment. The Alan Turing Institute, UK-AI ECR Connect 2024. Queen Elizabeth II Centre, London UK 18 - 22 Mar 2024 The Alan Turing Institute.Conference poster
Enhancing Sustainability in Edge Computing Environments
Kassai, K., Dagiuklas, T., Bashir, S. and Iqbal, M. (2024). Enhancing Sustainability in Edge Computing Environments. The Alan Turing Institute, UK-AI ECR Connect 2024. Queen Elizabeth II Centre, London UK 18 - 22 Mar 2024 The Alan Turing Institute.Conference poster
A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP3 REPORT
Thomas, N., Frings, D., Flood, C., Grisan, E., Wood, K., Daly, N. and Sharma, S. (2024). A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP3 REPORT. London South Bank University.Documentation
Artificial Intelligence and Endo-Histo-OMICs: New Dimensions of Precision Endoscopy and Histology in Inflammatory Bowel Disease
Iacucci, M., Santacroce, G., Zanmarchi, I., Maeda, Y., del Amor, R., Meseguer, P., Kolawole, B., Chaudhari, U., Di Sabatino, A., Danese, S., Mori, Y., Grisan, E., Naranjo, V. and Ghosh, S. (2024). Artificial Intelligence and Endo-Histo-OMICs: New Dimensions of Precision Endoscopy and Histology in Inflammatory Bowel Disease. The Lancet Gastroenterology & Hepatology. 9 (8), pp. 758-772. https://doi.org/10.1016/S2468-1253(24)00053-0Journal article
MM DialogueGAT- A Fusion Graph Attention Network for Emotion Recognition using Multi-model System
Fu, R., Gai, X., Al-Absi, A.A., Abdulhakim Al-Absi, M., Alam, M., Li, Y., Jiang, M. and Wang, X. (2024). MM DialogueGAT- A Fusion Graph Attention Network for Emotion Recognition using Multi-model System. IEEE Access. https://doi.org/10.1109/access.2024.3350156Journal article
Reactive vs Predictive Live Migration in Edge Cloud
Rani, D., Ghosh, S. and Dagiuklas, A. (2024). Reactive vs Predictive Live Migration in Edge Cloud. IEEE ICC. Denver 13 Feb - 09 Jun 2024 IEEE. https://doi.org/10.1109/ICC51166.2024.10622687Conference paper
Deep learning analysis of plasma emissions: A potential system for monitoring methane and hydrogen in the pyrolysis processes
Salimian, A. and Grisan, E. (2024). Deep learning analysis of plasma emissions: A potential system for monitoring methane and hydrogen in the pyrolysis processes. International Journal of Hydrogen Energy. 58, pp. 1030-1043. https://doi.org/10.1016/j.ijhydene.2024.01.251Journal article
Constrained estimation of intracranial aneurysm surface deformation using 4D-CTA
Xie, H., Wu, H., Wang, J., Mendieta, J.B., Yu, H., Xiang, Y., Anbananthan, H., Zhang, J., Zhao, H., Zhu, Z., Huang, Q., Fang, R., Zhu, C. and Li, Z. (2024). Constrained estimation of intracranial aneurysm surface deformation using 4D-CTA. Computer Methods and Programs in Biomedicine. 244, p. 107975. https://doi.org/10.1016/j.cmpb.2023.107975Journal article
Security, Privacy and Trust of Distributed Ledgers Technology
Rasool, S., Iqbal, M., Shancang, L., Dagiuklas, A. and Ghosh, S. (2024). Security, Privacy and Trust of Distributed Ledgers Technology. in: Al-Dulami, A., Dobre, O.A. and I, C-L. (ed.) Blockchains: Empowering Technologies and Industrial Applications IEEE.Book chapter
Empowering Non-Terrestrial Networks with Artificial Intelligence: A Survey
Iqbal, A., Tham, M., L., Wong, Y. J., AL-HABASHNA, A., A., Wainer, G. and Dagiuklas, A. Empowering Non-Terrestrial Networks with Artificial Intelligence: A Survey. IEEE Access.Journal article
Early virtual science museums: when the technology is not mature
Bowen, J., Borda, A., Gaia, G. and Boiano, S. (2023). Early virtual science museums: when the technology is not mature. Internet Histories. 8 (1-2), pp. 9-33. https://doi.org/10.1080/24701475.2023.2298155Journal article
Lightweight Privacy-Preserving Remote User Authentication and Key Agreement Protocol for Next-Generation IoT-Based Smart Healthcare
Ashraf, Z., Mahmood, Z. and Iqbal, M. (2023). Lightweight Privacy-Preserving Remote User Authentication and Key Agreement Protocol for Next-Generation IoT-Based Smart Healthcare. Future Internet. 15 (12). https://doi.org/10.3390/fi15120386Journal article
Benchmarking Reidentification in Multi-Camera Tracking Systems with YOLOv8 and ResNet-50
Pal, S. and Dagiuklas, T. (2023). Benchmarking Reidentification in Multi-Camera Tracking Systems with YOLOv8 and ResNet-50. 2023 International Conference on Human-Centered Cognitive Systems (HCCS). Cardiff, UK 16 - 17 Dec 2023 IEEE. https://doi.org/10.1109/hccs59561.2023.10452624Conference paper
A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 2b Evaluation Report
Thomas, N., Frings, D., Flood, C., Grisan, E., Wood, K., Daly, N. and Sharma, S. (2023). A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 2b Evaluation Report. London South Bank University.Project report
A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 2A Evaluation Report
Thomas, N., Frings, D., Flood, C., Grisan, E., Wood, K., Daly, N. and Sharma, S. (2023). A pragmatic trial of an Artificial intelligence DRiven appOInTment maNagEment SyStem (ADROITNESS) in NHS outpatient departments: WP1 Accuracy - Phase 2A Evaluation Report. London South Bank University.Project report
An Investigation of Stochastic Variance Reduction Algorithms for Relative Difference Penalized 3D PET Image Reconstruction
Twyman, R., Arridge, S., Kereta, Z., Jin, B., Brusaferri, L., Ahn, S., Stearns, C.W., Hutton, B., Burger, I.A., Kotasidis, F. and Thielemans, K. (2023). An Investigation of Stochastic Variance Reduction Algorithms for Relative Difference Penalized 3D PET Image Reconstruction. IEEE Transactions on Medical Imaging. pp. 29 - 41. https://doi.org/10.1109/tmi.2022.3203237Journal article
Reproducibility of the computational fluid dynamic analysis of a cerebral aneurysm monitored over a decade
Paritala, P.K., Anbananthan, H., Hautaniemi, J., Smith, M., George, A., Allenby, M., Mendieta, J.B., Wang, J., Maclachlan, L., Liang, E., Prior, M., Yarlagadda, P.K.D.V., Winter, C. and Li, Z. (2023). Reproducibility of the computational fluid dynamic analysis of a cerebral aneurysm monitored over a decade. Scientific Reports. 13, p. 219. https://doi.org/10.1038/s41598-022-27354-wJournal article
MRI-based mechanical analysis of carotid atherosclerotic plaque using a material-property-mapping approach: A material-property-mapping method for plaque stress analysis
Mendieta, J.B., Fontanarosa, D., Wang, J., Paritala. P.K., Muller, J., Lloyd, T. and Li, Z. (2023). MRI-based mechanical analysis of carotid atherosclerotic plaque using a material-property-mapping approach: A material-property-mapping method for plaque stress analysis. Computer Methods and Programs in Biomedicine. 231, p. 107417. https://doi.org/10.1016/j.cmpb.2023.107417Journal article
Impact of cyclic bending on coronary hemodynamics
Wang, J., Fang, R., Wu, H., Xiang, Y., Mendieta, J.B., Paritala, P.K., Fan, Z., Anbananthan, H., Catano, J.A.A., Raffel, O.C. and Li, Z. (2023). Impact of cyclic bending on coronary hemodynamics. Biomechanics and Modeling in Mechanobiology. 22, pp. 729-738. https://doi.org/10.1007/s10237-022-01677-zJournal article
Computer-assisted pre-operative automatic segmentation and registration tool for malunited radius osteotomy: A proof-of-concept study
Wang, J., Zietal, R., Arase, A., Couzens, G., Pivonka, P. and Fontanarosa, D. (2023). Computer-assisted pre-operative automatic segmentation and registration tool for malunited radius osteotomy: A proof-of-concept study. Results in Engineering. 19, p. 101295. https://doi.org/10.1016/j.rineng.2023.101295Journal article
Novel Parameter-Free and Parametric Same Degree Distribution-based Dimensionality Reduction Algorithms for Trustworthy Data Structure Preserving
Hajderanj, L., Chen, D. and Dudley-Mcevoy, S. (2023). Novel Parameter-Free and Parametric Same Degree Distribution-based Dimensionality Reduction Algorithms for Trustworthy Data Structure Preserving. Information Sciences. 661, p. 120030. https://doi.org/10.1016/j.ins.2023.120030Journal article
Neuroimmune activation and increased brain aging in chronic pain patients after the COVID-19 pandemic onset
Brusaferri, L., Alshelh, Z., Schnieders, J.H., Sandström, A., Mohammadian, M., Morrissey, E.J., Kim, M., Chane, C.A., Grmek, G.C., Murphy, J.P., Bialobrzewski, J., DiPietro, A., Klinke, J., Zhang, Y., Torrado-Carvajal, A., Mercaldo, N., Akeju, O., Wu, O., Rosen, B.R., Napadow, V., Hadjikhani, N. and Loggia, M.L. (2023). Neuroimmune activation and increased brain aging in chronic pain patients after the COVID-19 pandemic onset. Brain, Behavior and Immunity. 116, pp. 259-266. https://doi.org/10.1016/j.bbi.2023.12.016Journal article
Age-related changes in the primary auditory cortex of newborn, adults and aging bottlenose dolphins (Tursiops truncatus) are located in the upper cortical layers
Graïc, J., Corain, L, Finos, L., Vadori, V., Grisan, E., Gerussi, T., Orekhova, K., Centelleghe, C, Cozzi, B. and Peruffo, A. (2023). Age-related changes in the primary auditory cortex of newborn, adults and aging bottlenose dolphins (Tursiops truncatus) are located in the upper cortical layers. Frontiers in Neuroanatomy. 17. https://doi.org/10.3389/fnana.2023.1330384Journal article
The journey from 5G towards 6G
Dagiuklas, A. (2023). The journey from 5G towards 6G. International Symposium on Electrical and Electronics Engineering (ISEEE). 26 - 28 Oct 2023 IEEE. https://doi.org/10.1109/iseee58596.2023.10310418Conference paper
Cortical Bone Thickness Assessment from Multi-frequency Ultrasound RF Data using a Convolutional Architecture with Multi-head Attention
Sultan, H.H., Grisan, E., Dryburgh, P., Peralta, L. and Harput, S. (2023). Cortical Bone Thickness Assessment from Multi-frequency Ultrasound RF Data using a Convolutional Architecture with Multi-head Attention. 2023 IEEE International Ultrasonics Symposium (IUS). Montreal, QC, Canada 03 - 08 Sep 2023 IEEE. https://doi.org/10.1109/ius51837.2023.10307373Conference paper
Shape dependent protein‐induced stabilization of gold nanoparticles: From a protein corona perspective
Tukova, A., Nie, Y., Tavakkoli Yaraki, M., Tran, N.T., Wang, J., Rodger, A., Gu, Y. and Wang, Y. (2023). Shape dependent protein‐induced stabilization of gold nanoparticles: From a protein corona perspective. Aggregate. 4 (4), p. e323. https://doi.org/10.1002/agt2.323Journal article
A novel DSP zebrafish model reveals training- and drug-induced modulation of arrhythmogenic cardiomyopathy phenotypes
Celeghin, R., Risato, G., Beffagna, G., Cason, M., Bueno Marinas, M., Della Barbera, M., Facchinello, N., Giuliodori, A., Brañas Casas, R., Caichiolo, M., Vettori, V., Grisan, E., Rizzo, S., Dalla Valle, L., Francesco Argenton, Thiene, G., Tiso, N., Pilichou, K. and Basso, N. (2023). A novel DSP zebrafish model reveals training- and drug-induced modulation of arrhythmogenic cardiomyopathy phenotypes. Cell Death Discovery . 9 (441). https://doi.org/10.1038/s41420-023-01741-2Journal article
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