Browsing School of Electronic Engineering and Computer Science by Author "Haleem, MS"
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Advances in Artificial Intelligence, Machine Learning and Deep Learning Applications
Haleem, MS (MDPI AG, 2023)Recent advances in the field of artificial intelligence (AI) have been pivotal in enhancing the effectiveness and efficiency of many systems and in all fields of knowledge, including medical diagnosis -
Are the variations in ECG morphology associated to different blood glucose levels? implications for non-invasive glucose monitoring for T1D paediatric patients
Andellini, M; Castaldo, R; Cisuelo, O; Franzese, M; Haleem, MS; Ritrovato, M; Pecchia, L; Schiaffini, R (Elsevier BV, 2024-05-14)Recent clinical trials and real-world studies highlighted those variations in ECG waveforms and HRV recurrently occurred during hypoglycemic and hyperglycemic events in patients with diabetes. However, while several studies ... -
Artificial intelligence for reliable medical technologies in low resources settings
Castaldo, R; Haleem, MS; Stokes, K; Oronti, I; Franzese, M; Pecchia, LThis book chapter focuses on the state-of-the-art AI technologies in healthcare in low resource settings and presents a case study on the use of AI to detect pneumonia in LRS. -
An Automated Cloud-Based Big Data Analytics Platform for Customer Insights
Han, L; Haleem, MS; Sobeih, T; Liu, Y; Soroka, A; Han, L; 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (IEEE, 2017-06)Product reviews have a significant influence on strategic decisions for both businesses and customers on what to produce or buy. However, with the availability of large amounts of online information, manual analysis of ... -
An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence
Haleem, MS; Han, L; Harding, PJ; Ellison, M; 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (IEEE, 2019-10)Data-driven intelligence can play a pivotal role in enhancing the effectiveness and efficiency of police service provision. Despite of police organizations being a rich source of qualitative data (present in less formally ... -
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: A review
Haleem, MS; Han, L; van Hemert, J; Li, B (Elsevier BV, 2013-10)Glaucoma is a group of eye diseases that have common traits such as, high eye pressure, damage to the Optic Nerve Head and gradual vision loss. It affects peripheral vision and eventually leads to blindness if left untreated. ... -
Automatic Extraction of the Optic Disc Boundary for Detecting Retinal Diseases
Haleem, MS; Han, L; Li, B; Nisbet, A; Hemert, JV; Verhoek, M; Computer Graphics and Imaging / 798: Signal Processing, Pattern Recognition and Applications (ACTA Press, 2013) -
Big Data Driven Customer Insights for SMEs in Redistributed Manufacturing
Soroka, A; Liu, Y; Han, L; Haleem, MS (Elsevier BV, 2017)Redistributed manufacturing (RdM) refers to manufacturing business models, strategies, systems and technologies that change the economics and organization of manufacturing, particularly related to location and scale. ... -
Daily Rhythms 1: Population Denominators and Spatio-Temporal Crime Hotspots
Haleem, MS; Lee, WD; Bannister, J; 17th Annual Conference of the European Society of Criminology -
Daily Rhythms 2: travel purpose, activity spaces and the spatio-temporal patterning of crime
Lee, WD; Haleem, MS; Bannister, J; 17th Annual Conference of the European Society of Criminology -
A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
Haleem, MS; Pecchia, L; 2022 IEEE Symposium on Computers and Communications (ISCC) (Institute of Electrical and Electronics Engineers (IEEE), 2022-07-03)The role of ECG segmentation tool has been pivotal in automated analysis of real-time ECG signals for detection of non-invasive cardiovascular and physiological conditions. Most of the existing approaches focus on traditional ... -
Deep-Learning-Driven Techniques for Real-Time Multimodal Health and Physical Data Synthesis
Haleem, MS; Ekuban, A; Antonini, A; Pagliara, S; Pecchia, L; Allocca, C (MDPI AG, 2023)<jats:p>With the advent of Artificial Intelligence for healthcare, data synthesis methods present crucial benefits in facilitating the fast development of AI models while protecting data subjects and bypassing the need to ... -
Development of an artificial intelligence system to identify hypoglycaemia via ECG in adults with type 1 diabetes: protocol for data collection under controlled and free-living conditions.
Cisuelo, O; Stokes, K; Oronti, IB; Haleem, MS; Barber, TM; Weickert, MO; Pecchia, L; Hattersley, J (BMJ Publishing Group Ltd, 2023-04-18)INTRODUCTION: Hypoglycaemia is a harmful potential complication in people with type 1 diabetes mellitus (T1DM) and can be exacerbated in patients receiving treatment, such as insulin therapies, by the very interventions ... -
Ethics and biomedical engineering for well-being: a cocreation study of remote services for monitoring and support
Maccaro, A; Pagliara, SM; Zarro, M; Piaggio, D; Abdulsalami, F; Su, W; Haleem, MS; Pecchia, L (Springer Science and Business Media LLC, 2023)The well-being of students and staff directly affects their output and efficiency. This study presents the results of two focus groups conducted in 2022 within a two-phase project led by the Applied Biomedical and Signal ... -
The ‘Exposed’ Population, Violent Crime in Public Space and the Night-time Economy in Manchester, UK
Haleem, MS; Do Lee, W; Ellison, M; Bannister, J (Springer Science and Business Media LLC, 2021-09)The daily rhythms of the city, the ebb and flow of people undertaking routines activities, inform the spatial and temporal patterning of crime. Being able to capture citizen mobility and delineate a crime-specific population ... -
The extent and nature of Knife Crime in Greater Manchester
Ellison, M; Haleem, MS; Krzemieniewska-Nandwani, K; Bannister, J -
The Influence of Intra-Daily Activities and Settings upon Weekday Violent Crime in Public Spaces in Manchester, UK
Lee, WD; Haleem, MS; Ellison, M; Bannister, J (Springer Science and Business Media LLC, 2021-09)People ebb and flow across the city. The spatial and temporal patterning of crime is, in part, reflective of this mobility, of the scale of the population present in any given setting at a particular time. It is also a ... -
N-Beats as an EHG Signal Forecasting Method for Labour Prediction in Full Term Pregnancy
Jossou, TR; Tahori, Z; Houdji, G; Medenou, D; Lasfar, A; Sanya, F; Ahouandjinou, MH; Pagliara, SM; Haleem, MS; Et-Tahir, A (MDPI AG, 2023)The early prediction of onset labour is critical for avoiding the risk of death due to pregnancy delay. Low-income countries often struggle to deliver timely service to pregnant women due to a lack of infrastructure and ... -
A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis
Haleem, MS; Han, L; Hemert, JV; Li, B; Fleming, A; Pasquale, LR; Song, BJ (Springer Science and Business Media LLC, 2018-01)This paper proposes a novel Adaptive Region-based Edge Smoothing Model (ARESM) for automatic boundary detection of optic disc and cup to aid automatic glaucoma diagnosis. The novelty of our approach consists of two aspects: ... -
Policing and Mental ill-health: Using Big Data to Assess the Scale and Severity of, and the Frontline Resources Committed to, mental ill-health-related calls-for-service
Langton, S; Bannister, J; Ellison, M; Haleem, MS; Krzemieniewska-Nandwani, K (Oxford University Press (OUP), 2021-09-27)Addressing public safety and welfare, inclusive of responding to incidents involving persons with mental ill-health (PMIH) has become an integral dimension of, and a significant challenge to, contemporary policing. Yet, ...