Dr Muhammad Salman Haleem
Lecturer in Computer Science
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
Artificial Intelligence, Biomedical Signal and Image Processing, Digital Twin
Interests
Fundamental AI design and development of mathematical foundations of AI to address personalized risk assessment models. It require time series data acquisition, processing and modelling from multiple sources such as modern assistive technologies, health questionnaires, electronic health records etc. Pivotal for modern chronic disease managementPublications
2025
A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes managementHaleem MS, Katsarou D, Georga EI, Dafoulas GE, Bargiota A, Lopez-Perez L, Rujas M, Fico G et al.
Scientific Reports, Springer Science and Business Media Llc vol. 15 (1)
29-07-2025
Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile BiomarkersAntonini A, Coşar S, Naja I, Haleem MS, Macdonald JH, Innominato P, Barresi G
Sensors, Mdpi Ag vol. 25 (12), 3655-3655.
11-06-2025
Optimizing Classification of Congestive Heart Failure Using Feature Weight Importance CorrelationOronti IB, Haleem MS, Pecchia L, Popham T
In Communications in Computer and Information Science, Springer Nature Switzerland 24-31.
01-01-2025
GATEKEEPER Platform: Secure Processing Environment for European Health Data SpaceGaeta E, Salman Haleem M, Lopez-Perez L, Manea M, Fernanda Cabrera Umpierrez M, Teresa Arredondo Waldmeyer M, Pecchia L, Fico G
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 13, 34627-34638.
01-01-2025
Knowledge Graph Construction for Health, Lifestyle and Fitness ApplicationsAllocca C, Antonini A, Pala R, Salatino A, Naja I, Ail R, Haleem MS, Lopez-Perez L et al.
In Lecture Notes in Computer Science, Springer Nature Switzerland 102-122.
01-01-2025
A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome MeasuresHaleem MS, Aidonis V, Georga EI, Krini M, Matsangidou M, Kassianos AP, Pattichis CS, Rujas M et al.
Ieee Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (Ieee), 1-13.
01-01-2025
2024
Evaluating impact of movement on diabetes via artificial intelligence and smart devices systematic literature reviewRotbei S, Tseng WH, Merino-Barbancho B, Haleem MS, Montesinos L, Pecchia L, Fico G, Botta A
Expert Systems With Applications, Elsevier Bv vol. 257, 125058-125058.
01-12-2024
Frequency and Uncertainty Driven Deep Learning Approach to Segment Electrocardiogram Signals for Effective Heart Parameters EstimationRotbei S, Mocerino GE, Haleem MS, Pecchia L, Botta A
2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 10 Nov 2024 - 13 Nov 2024.
10-11-2024
Qualifying the volumes of Mental Ill Health incident dealt with by Greater Manchester Police (GMP)Ellison M, Haleem MS, Bannister J
01-10-2024
A Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signalsHaleem MS, Cisuelo O, Andellini M, Castaldo R, Angelini M, Ritrovato M, Schiaffini R, Franzese M et al.
Biomedical Signal Processing and Control, Elsevier Bv vol. 92, 106065-106065.
01-06-2024
Are the variations in ECG morphology associated to different blood glucose levels? implications for non-invasive glucose monitoring for T1D paediatric patientsAndellini M, Castaldo R, Cisuelo O, Franzese M, Haleem MS, Ritrovato M, Pecchia L, Schiaffini R
Diabetes Research and Clinical Practice, Elsevier Bv vol. 212, 111708-111708.
01-06-2024
Spectrogram-Based Approach with Convolutional Neural Network for Human Activity ClassificationSassi M, Haleem MS, Pecchia L
01-01-2024
Spectrogram-Driven Convolutional Neural Network for Real-Time Non-invasive Hyperglycaemia Detection in Paediatric Type-1 Diabetes via Wearable SensorsCisuelo O, Haleem MS, Hattersley J, Pecchia L
01-01-2024
2023
Advances in Artificial Intelligence, Machine Learning and Deep Learning ApplicationsHaleem MS
Electronics, Mdpi Ag vol. 12 (18), 3780-3780.
07-09-2023
Ethics and biomedical engineering for well-being: a cocreation study of remote services for monitoring and supportMaccaro A, Pagliara SM, Zarro M, Piaggio D, Abdulsalami F, Su W, Haleem MS, Pecchia L
Scientific Reports, Springer Science and Business Media Llc vol. 13 (1)
31-08-2023
Deep-Learning-Driven Techniques for Real-Time Multimodal Health and Physical Data SynthesisHaleem MS, Ekuban A, Antonini A, Pagliara S, Pecchia L, Allocca C
Electronics, Mdpi Ag vol. 12 (9), 1989-1989.
25-04-2023
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 conditionsCisuelo O, Stokes K, Oronti IB, Haleem MS, Barber TM, Weickert MO, Pecchia L, Hattersley J
Bmj Open, Bmj vol. 13 (4), e067899-e067899.
01-04-2023
Ethics and Biomedical Engineering for Wellbeing: a cocreation study for informing the design of a remote service of monitoring and supportMaccaro A, Pagliara SM, Zarro M, Piaggio D, Abdulsalami F, Su W, Haleem MS, Pecchia L
In Research Square Platform Llc
16-03-2023
Artificial intelligence for non-invasive glycaemic-events detection via ECG in a paediatric population: study protocolAndellini M, Haleem S, Angelini M, Ritrovato M, Schiaffini R, Iadanza E, Pecchia L
Health and Technology, Springer Science and Business Media Llc vol. 13 (1), 145-154.
01-01-2023
2022
N-Beats as an EHG Signal Forecasting Method for Labour Prediction in Full Term PregnancyJossou TR, Tahori Z, Houdji G, Medenou D, Lasfar A, Sanya F, Ahouandjinou MH, Pagliara SM et al.
Electronics, Mdpi Ag vol. 11 (22), 3739-3739.
15-11-2022
A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat ParametersHaleem MS, Pecchia L
2022 IEEE Symposium on Computers and Communications (ISCC) 30 Jun 2022 - 3 Jul 2022.
30-06-2022
Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior GuidelinesAllocca C, Jilali S, Ail R, Lee J, Kim B, Antonini A, Motta E, Schellong J et al.
Applied Sciences, Mdpi Ag vol. 12 (4), 1776-1776.
09-02-2022
2021
Time adaptive ECG driven cardiovascular disease detectorHaleem MS, Castaldo R, Pagliara SM, Petretta M, Salvatore M, Franzese M, Pecchia L
Biomedical Signal Processing and Control, Elsevier Bv vol. 70, 102968-102968.
01-09-2021
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-serviceLangton S, Bannister J, Ellison M, Haleem MS, Krzemieniewska-Nandwani K
Policing: a Journal of Policy and Practice, Oxford University Press (Oup) vol. 15 (3), 1963-1976.
30-07-2021
Understanding policing demand and deployment through the lens of the city and with the application of big dataEllison M, Bannister J, Lee WD, Haleem MS
Urban Studies, Sage Publications vol. 58 (15), 3157-3175.
26-02-2021
2020
The Influence of Intra-Daily Activities and Settings upon Weekday Violent Crime in Public Spaces in Manchester, UKLee WD, Haleem MS, Ellison M, Bannister J
European Journal On Criminal Policy and Research, Springer Science and Business Media Llc vol. 27 (3), 375-395.
10-07-2020
The ‘Exposed’ Population, Violent Crime in Public Space and the Night-time Economy in Manchester, UKHaleem MS, Do Lee W, Ellison M, Bannister J
European Journal On Criminal Policy and Research, Springer Science and Business Media Llc vol. 27 (3), 335-352.
20-06-2020
2019
An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven IntelligenceHaleem MS, Han L, Harding PJ, Ellison M
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) 6 Oct 2019 - 9 Oct 2019.
01-10-2019
2017
A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma DiagnosisHaleem MS, Han L, Hemert JV, Li B, Fleming A, Pasquale LR, Song BJ
Journal of Medical Systems, Springer Science and Business Media Llc vol. 42 (1)
07-12-2017
An Automated Cloud-Based Big Data Analytics Platform for Customer InsightsHan 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) 21 Jun 2017 - 23 Jun 2017.
01-06-2017
Big Data Driven Customer Insights for SMEs in Redistributed ManufacturingSoroka A, Liu Y, Han L, Haleem MS
Procedia Cirp, Elsevier Bv vol. 63, 692-697.
01-01-2017
2016
Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) ImagesHaleem MS, Han L, Hemert JV, Fleming A, Pasquale LR, Silva PS, Song BJ, Aiello LP
Journal of Medical Systems, Springer Science and Business Media Llc vol. 40 (6)
16-04-2016
Automatic Detection and Severity Assessment of Crop Diseases Using Image Pattern RecognitionHan L, Haleem MS, Taylor M
In Studies in Computational Intelligence, Springer International Publishing 283-300.
01-01-2016
2015
Glaucoma classification using Regional Wavelet Features of the ONH and its surroundingsHaleem MS, Han L, van Hemert J, Fleming A
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 25 Aug 2015 - 29 Aug 2015.
01-08-2015
Retinal Area Detector From Scanning Laser Ophthalmoscope (SLO) Images for Diagnosing Retinal DiseasesHaleem MS, Han L, van Hemert J, Li B, Fleming A
Ieee Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (Ieee) vol. 19 (4), 1472-1482.
01-07-2015
A novel computer vision-based approach to automatic detection and severity assessment of crop diseasesHan L, Haleem MS, Taylor M
2015 Science and Information Conference (SAI) 28 Jul 2015 - 30 Jul 2015.
01-07-2015
Automatic extraction of retinal features to assist diagnosis of glaucoma diseaseHaleem MS
24-04-2015
2014
Superpixel Based Retinal Area Detection in SLO ImagesHaleem MS, Han L, van Hemert J, Li B, Fleming A
In Lecture Notes in Computer Science, Springer International Publishing 254-261.
01-01-2014
2013
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: A reviewHaleem MS, Han L, van Hemert J, Li B
Computerized Medical Imaging and Graphics, Elsevier Bv vol. 37 (7-8), 581-596.
01-10-2013
Automatic Extraction of the Optic Disc Boundary for Detecting Retinal DiseasesHaleem MS, Han L, Li B, Nisbet A, Hemert JV, Verhoek M
Computer Graphics and Imaging.
01-01-2013
2011
A task-based approach to parametric imaging with dynamic contrast enhanced MRIHaleem MS, Haider MA, Yetik IS
2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) 30 Mar 2011 - 2 Apr 2011.
01-03-2011
2008
Voice controlled automation systemHaleem MS
IEEE INMIC 2008. 12th IEEE International Multitopic Conference 23 Dec 2008 - 24 Dec 2008.
01-12-2008
Artificial intelligence for reliable medical technologies in low resources settingsCastaldo R, Haleem MS, Stokes K, Oronti I, Franzese M, Pecchia L
In Biomedical Engineering For Sustainable Development
Understanding police demands and deployment across space and timeEllison M, Haleem MS, Lee WD
19th European Society of Criminology,.
The extent and nature of Knife Crime in Greater ManchesterEllison M, Haleem MS, Krzemieniewska-Nandwani K, Bannister J
’Understanding ‘Missing from Homes’ demand in Greater Manchester.Ellison M, Haleem MS, Krzemieniewska-Nandwani K, Bannister J
Understanding Mental Health Demand using a text mining approachEllison M, Haleem MS, Bannister J
The scale, nature and spatio-temporal patterning of mental health-related incidents: Insights from text mining police incident logsHaleem MS, Ellison M
18th European Society of Criminology.
Daily Rhythms 1: Population Denominators and Spatio-Temporal Crime HotspotsHaleem 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 crimeLee WD, Haleem MS, Bannister J
17th Annual Conference of the European Society of Criminology.