Dr Muhammad Salman Haleem

Muhammad Salman Haleem
Senior Member IEEE, Fellow HEA

Lecturer in Artificial Intelligence

School of Electronic Engineering and Computer Science
Queen Mary University of London
ResearcherID ORCID Scopus Google Scholar LinkedIn X

Research

Multimodal Artificial Intelligence, Biomedical Signal/Image Processing, Fundamental AI design, Trustworthy AI

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 management

Text mining for extracting contextual insights from unstructured text logs. With the advent of modern technologies, we are acquiring Big Data from various multiple sources under clinical, health and policing domain and Big data analytics would be pivotal to extract information from unstructured text records.

Image processing and computer Vision including Adaptive ML models for extracting personalized anatomical structures and assistive robotics for effective healthcare and hospitalization management.

Trustworthy AI for more explainable, fair, robust, private, and transparent modelling

Publications

solid heart iconPublications of specific relevance to the Centre for Multimodal AI

2024

Relevant PublicationEvaluating impact of movement on diabetes via artificial intelligence and smart devices systematic literature review
Rotbei S, Tseng WH, Merino-Barbancho B, Haleem MS, Montesinos L, Pecchia L, Fico G and Botta A
Expert Systems With Applications, Elsevier vol. 257 
01-12-2024
bullet iconQualifying the volumes of Mental Ill Health incident dealt with by Greater Manchester Police (GMP)
Ellison M, Haleem MS and Bannister J
 
01-10-2024
Relevant PublicationA Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signals
Haleem MS, Cisuelo O, Andellini M, Castaldo R, Angelini M, Ritrovato M, Schiaffini R, Franzese M and Pecchia L
Biomedical Signal Processing and Control, Elsevier vol. 92 
01-06-2024
bullet iconAre 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 and Schiaffini R
Diabetes Research and Clinical Practice, Elsevier vol. 212 
14-05-2024
Relevant PublicationSpectrogram-based approach with convolutional neural network for human activity classification
Sassi M, Haleem MS and Pecchia L
Mediterranean Conference on Medical and Biological Engineering and Computing International Conference on Medical and Biological Engineering MEDICON 2023, CMBEBIH 2023: MEDICON’23 and CMBEBIH’23 14 Sep 2023 - 16 Sep 2023
04-01-2024
Relevant PublicationSpectrogram-Driven Convolutional Neural Network for Real-Time Non-invasive Hyperglycaemia Detection in Paediatric Type-1 Diabetes via Wearable Sensors
Cisuelo O, Haleem MS, Hattersley J and Pecchia L
MEDICON: Mediterranean Conference on Medical and Biological Engineering and Computing, CMBEBIH: International Conference on Medical and Biological Engineering 14 Sep 2023 - 16 Sep 2023
04-01-2024

2023

Relevant PublicationAdvances in Artificial Intelligence, Machine Learning and Deep Learning Applications
Haleem MS
Electronics, Mdpi vol. 12 (18), 3780-3780.  
07-09-2023
Relevant PublicationEthics 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 and Pecchia L
Scientific Reports, Nature Research vol. 13 (1), 14322-14322.  
31-08-2023
Relevant PublicationDeep-Learning-Driven Techniques for Real-Time Multimodal Health and Physical Data Synthesis
Haleem MS, Ekuban A, Antonini A, Pagliara S, Pecchia L and Allocca C
Electronics, Mdpi vol. 12 (9), 1989-1989.  
25-04-2023
Relevant PublicationDevelopment 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 and Hattersley J
Bmj Open, Bmj Publishing Group vol. 13 (4), e067899-e067899.  
18-04-2023
Relevant PublicationArtificial intelligence for non-invasive glycaemic-events detection via ECG in a paediatric population: study protocol.
Andellini M, Haleem S, Angelini M, Ritrovato M, Schiaffini R, Iadanza E and Pecchia L
Health and Technology, Springer vol. 13 (1), 145-154.  
23-01-2023

2022

Relevant PublicationN-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 and Et-Tahir A
Electronics, Mdpi vol. 11 (22), 3739-3739.  
15-11-2022
Relevant PublicationA Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
Haleem MS and Pecchia L
2022 IEEE Symposium on Computers and Communications (ISCC)
03-07-2022
Relevant PublicationToward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
Allocca C, Jilali S, Ail R, Lee J, Kim B, Antonini A, Motta E, Schellong J, Stieler L, Haleem MS, Georga E, Pecchia L, Gaeta E and Fico G
Applied Sciences, Mdpi vol. 12 (4), 1776-1776.  
09-02-2022

2021

Relevant PublicationTime adaptive ECG driven cardiovascular disease detector
Haleem MS, Castaldo R, Pagliara SM, Petretta M, Salvatore M, Franzese M and Pecchia L
Biomedical Signal Processing and Control, Elsevier vol. 70 
01-09-2021
bullet iconPolicing 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 and Krzemieniewska-Nandwani K
Policing a Journal of Policy and Practice, Oxford University Press (Oup) vol. 15 (3), 1963-1976.  
30-07-2021
bullet iconUnderstanding policing demand and deployment through the lens of the city and with the application of big data
Ellison M, Bannister J, Do Lee W and Haleem MS
Urban Studies, Sage Publications vol. 58 (15), 3157-3175.  
26-02-2021

2020

bullet iconThe Influence of Intra-Daily Activities and Settings upon Weekday Violent Crime in Public Spaces in Manchester, UK
Lee WD, Haleem MS, Ellison M and Bannister J
European Journal On Criminal Policy and Research, Springer vol. 27 (3), 375-395.  
10-07-2020
bullet iconThe ‘Exposed’ Population, Violent Crime in Public Space and the Night-time Economy in Manchester, UK
Haleem MS, Do Lee W, Ellison M and Bannister J
European Journal On Criminal Policy and Research, Springer Nature vol. 27 (3), 335-352.  
20-06-2020

2019

Relevant PublicationAn Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence
Haleem MS, Han L, Harding PJ and Ellison M
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)
09-10-2019

2017

Relevant PublicationA 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 and Song BJ
Journal of Medical Systems, Springer vol. 42 (1), 20-20.  
07-12-2017
bullet iconBig Data Driven Customer Insights for SMEs in Redistributed Manufacturing
Soroka A, Liu Y, Han L and Haleem MS
Procedia Cirp, Elsevier vol. 63, 692-697.  
11-07-2017
bullet iconAn Automated Cloud-based Big Data Analytics Platform for Customer Insights
Han L, Haleem MS, Sobeih T, Liu Y and Soroka A
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)
01-06-2017

2016

Relevant PublicationRegional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images.
Haleem MS, Han L, Hemert JV, Fleming A, Pasquale LR, Silva PS, Song BJ and Aiello LP
Journal of Medical Systems, Springer vol. 40 (6), 132-132.  
16-04-2016
Relevant PublicationAutomatic Detection and Severity Assessment of Crop Diseases Using Image Pattern Recognition
Han L, Haleem MS and Taylor M
In Emerging Trends and Advanced Technologies For Computational Intelligence, Springer Nature 283-300.  
01-01-2016

2015

Relevant PublicationGlaucoma classification using Regional Wavelet Features of the ONH and its surroundings
Haleem MS, Han L, van Hemert J and Fleming A
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
01-08-2015
Relevant PublicationA Novel Computer Vision-Based Approach to Automatic Detection and Severity Assessment of Crop Diseases
Han L, Haleem MS and Taylor M
2015 Science and Information Conference (SAI)
01-07-2015
Relevant PublicationAutomatic extraction of retinal features to assist diagnosis of glaucoma disease
Haleem MS
 
24-04-2015

2014

Relevant PublicationRetinal area detector from scanning laser ophthalmoscope (SLO) images for diagnosing retinal diseases.
Haleem MS, Han L, van Hemert J, Li B and Fleming A
Ieee Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers vol. 19 (4), 1472-1482.  
26-08-2014
Relevant PublicationSuperpixel Based Retinal Area Detection in SLO Images
Haleem MS, Han L, van Hemert J, Li B and Fleming A
In Computer Vision and Graphics, Springer Nature 254-261.  
01-01-2014

2013

Relevant PublicationAutomatic extraction of retinal features from colour retinal images for glaucoma diagnosis: A review
Haleem MS, Han L, van Hemert J and Li B
Computerized Medical Imaging and Graphics, Elsevier vol. 37 (7-8), 581-596.  
27-09-2013
Relevant PublicationAutomatic Extraction of the Optic Disc Boundary for Detecting Retinal Diseases
Haleem MS, Han L, Li B, Nisbet A, Hemert JV and Verhoek M
Computer Graphics and Imaging / 798: Signal Processing, Pattern Recognition and Applications
01-01-2013

2011

Relevant PublicationA TASK-BASED APPROACH TO PARAMETRIC IMAGING WITH DYNAMIC CONTRAST ENHANCED MRI
Haleem MS, Haider MA and Yetik S
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro
01-03-2011

2008

bullet iconVoice Controlled Automation System
Haleem MS
2008 IEEE International Multitopic Conference
01-12-2008