Publications: Dr Muhammad Salman Haleem
Rotbei S, Tseng WH, Merino-Barbancho B, Haleem MS, Montesinos L, Pecchia L, Fico G, Botta A
(
2024
)
.
Evaluating impact of movement on diabetes via artificial intelligence and smart devices systematic literature review
.
Expert Systems with Applications
vol.
257
,
Ellison M, Haleem MS, Bannister J
(
2024
)
.
Qualifying the volumes of Mental Ill Health incident dealt with by Greater Manchester Police (GMP)
.
Presented at:
N8 Policing research conference on mental health
,
Haleem MS, Cisuelo O, Andellini M, Castaldo R, Angelini M, Ritrovato M, Schiaffini R, Franzese M et al.
(
2024
)
.
A Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signals
.
Biomedical Signal Processing and Control
vol.
92
,
Andellini M, Castaldo R, Cisuelo O, Franzese M, Haleem MS, Ritrovato M, Pecchia L, Schiaffini R
(
2024
)
.
Are the variations in ECG morphology associated to different blood glucose levels? implications for non-invasive glucose monitoring for T1D paediatric patients
.
Diabetes Research and Clinical Practice
vol.
212
,
Cisuelo O, Haleem MS, Hattersley J, Pecchia L
(
2024
)
.
Spectrogram-Driven Convolutional Neural Network for Real-Time Non-invasive Hyperglycaemia Detection in Paediatric Type-1 Diabetes via Wearable Sensors
.
Conference:
MEDICON: Mediterranean Conference on Medical and Biological Engineering and Computing, CMBEBIH: International Conference on Medical and Biological Engineering
from:
16/09/2023
to:
14/09/2023
,
Sassi M, Haleem MS, Pecchia L
(
2024
)
.
Spectrogram-based approach with convolutional neural network for human activity classification
.
Conference:
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
from:
14/09/2023
to:
16/09/2023
,
Haleem MS
(
2023
)
.
Advances in Artificial Intelligence, Machine Learning and Deep Learning Applications
.
Electronics
vol.
12
,
(
18
)
3780
-
3780
.
Maccaro A, Pagliara SM, Zarro M, Piaggio D, Abdulsalami F, Su W, Haleem MS, Pecchia L
(
2023
)
.
Ethics and biomedical engineering for well-being: a cocreation study of remote services for monitoring and support
.
Scientific Reports
vol.
13
,
(
1
)
14322
-
14322
.
Haleem MS, Ekuban A, Antonini A, Pagliara S, Pecchia L, Allocca C
(
2023
)
.
Deep-Learning-Driven Techniques for Real-Time Multimodal Health and Physical Data Synthesis
.
Electronics
vol.
12
,
(
9
)
1989
-
1989
.
Cisuelo O, Stokes K, Oronti IB, Haleem MS, Barber TM, Weickert MO, Pecchia L, Hattersley J
(
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 conditions
.
BMJ Open
vol.
13
,
(
4
)
e067899
-
e067899
.
Andellini M, Haleem S, Angelini M, Ritrovato M, Schiaffini R, Iadanza E, Pecchia L
(
2023
)
.
Artificial intelligence for non-invasive glycaemic-events detection via ECG in a paediatric population: study protocol
.
Health and Technology
vol.
13
,
(
1
)
145
-
154
.
Jossou TR, Tahori Z, Houdji G, Medenou D, Lasfar A, Sanya F, Ahouandjinou MH, Pagliara SM et al.
(
2022
)
.
N-Beats as an EHG Signal Forecasting Method for Labour Prediction in Full Term Pregnancy
.
Electronics
vol.
11
,
(
22
)
3739
-
3739
.
Haleem MS, Pecchia L
(
2022
)
.
A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
.
Conference:
2022 IEEE Symposium on Computers and Communications (ISCC)
vol.
00
,
1
-
4
.
Allocca C, Jilali S, Ail R, Lee J, Kim B, Antonini A, Motta E, Schellong J et al.
(
2022
)
.
Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
.
Applied Sciences
vol.
12
,
(
4
)
1776
-
1776
.
Haleem MS, Castaldo R, Pagliara SM, Petretta M, Salvatore M, Franzese M, Pecchia L
(
2021
)
.
Time adaptive ECG driven cardiovascular disease detector
.
Biomedical Signal Processing and Control
vol.
70
,
Langton S, Bannister J, Ellison M, Haleem MS, Krzemieniewska-Nandwani K
(
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-service
.
Policing A Journal of Policy and Practice
vol.
15
,
(
3
)
1963
-
1976
.
Ellison M, Bannister J, Do Lee W, Haleem MS
(
2021
)
.
Understanding policing demand and deployment through the lens of the city and with the application of big data
.
Urban Studies
vol.
58
,
(
15
)
3157
-
3175
.
Lee WD, Haleem MS, Ellison M, Bannister J
(
2020
)
.
The Influence of Intra-Daily Activities and Settings upon Weekday Violent Crime in Public Spaces in Manchester, UK
.
European Journal on Criminal Policy and Research
vol.
27
,
(
3
)
375
-
395
.
Haleem MS, Do Lee W, Ellison M, Bannister J
(
2020
)
.
The ‘Exposed’ Population, Violent Crime in Public Space and the Night-time Economy in Manchester, UK
.
European Journal on Criminal Policy and Research
vol.
27
,
(
3
)
335
-
352
.
Haleem MS, Han L, Harding PJ, Ellison M
(
2019
)
.
An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence
.
Conference:
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)
vol.
00
,
2279
-
2284
.
Haleem MS, Han L, Hemert JV, Li B, Fleming A, Pasquale LR, Song BJ
(
2017
)
.
A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis
.
Journal of Medical Systems
vol.
42
,
(
1
)
20
-
20
.
Soroka A, Liu Y, Han L, Haleem MS
(
2017
)
.
Big Data Driven Customer Insights for SMEs in Redistributed Manufacturing
.
Procedia CIRP
vol.
63
,
692
-
697
.
Han L, Haleem MS, Sobeih T, Liu Y, Soroka A, Han L
(
2017
)
.
An Automated Cloud-based Big Data Analytics Platform for Customer Insights
.
Conference:
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)287
-
292
.
Han L, Haleem MS, Taylor M
(
2016
)
.
Automatic Detection and Severity Assessment of Crop Diseases Using Image Pattern Recognition
.
Emerging Trends and Advanced Technologies for Computational Intelligence
,
vol.
647
,
Springer Nature
Haleem MS, Han L, Hemert JV, Fleming A, Pasquale LR, Silva PS, Song BJ, Aiello LP
(
2016
)
.
Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images
.
Journal of Medical Systems
vol.
40
,
(
6
)
132
-
132
.
Haleem MS, Han L, van Hemert J, Fleming A
(
2015
)
.
Glaucoma classification using Regional Wavelet Features of the ONH and its surroundings
.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
.
Conference:
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
vol.
2015
,
4318
-
4321
.
Han L, Haleem MS, Taylor M
(
2015
)
.
A Novel Computer Vision-Based Approach to Automatic Detection and Severity Assessment of Crop Diseases
.
Conference:
2015 Science and Information Conference (SAI)638
-
644
.
Haleem MS
(
2015
)
.
Automatic extraction of retinal features to assist diagnosis of glaucoma disease
.
Haleem MS, Han L, van Hemert J, Li B, Fleming A
(
2014
)
.
Retinal area detector from scanning laser ophthalmoscope (SLO) images for diagnosing retinal diseases
.
IEEE Journal of Biomedical and Health Informatics
vol.
19
,
(
4
)
1472
-
1482
.
Haleem MS, Han L, van Hemert J, Li B, Fleming A
(
2014
)
.
Superpixel Based Retinal Area Detection in SLO Images
.
Computer Vision and Graphics
,
vol.
8671
,
Springer Nature
Haleem MS, Han L, van Hemert J, Li B
(
2013
)
.
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: A review
.
Computerized Medical Imaging and Graphics
vol.
37
,
(
7-8
)
581
-
596
.
Haleem MS, Han L, Li B, Nisbet A, Hemert JV, Verhoek M
(
2013
)
.
Automatic Extraction of the Optic Disc Boundary for Detecting Retinal Diseases
.
Conference:
Computer Graphics and Imaging / 798: Signal Processing, Pattern Recognition and Applications
Haleem MS, Haider MA, Yetik S
(
2011
)
.
A TASK-BASED APPROACH TO PARAMETRIC IMAGING WITH DYNAMIC CONTRAST ENHANCED MRI
.
Conference:
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro746
-
749
.
Haleem MS
(
2008
)
.
Voice Controlled Automation System
.
Conference:
2008 IEEE International Multitopic Conference508
-
512
.