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researcher

Muhammad Faisal

Senior Research Fellow in Biostatistics

Faculty/Dept/School Bradford Evaluation & Trials Unit (BETU)
(Faculty of Health Studies)
Emailm.faisal1@bradford.ac.uk

Biography

Muhammad Faisal is a Senior Research Fellow in Biostatistics in Faculty of Health Studies, University of Bradford. Before joining the University of Bradford in January 2015, I was Assistant Professor of Bioinformatics at Quaid-i-Azam University, Islamabad (Pakistan). My research expertise lies in the development and external validation of clinical prediction model.

I have been involved in the linkage of large novel data sets such as the Born in Bradford research data linkage with primary and secondary care data. Currently, I am working on a variety of projects that deal with applied statistical such as developing computer aided-risk score for sepsis (CARS) and death (CARM) and bioinformatics challenges such as exploring ‘spelling mistake’ at  DNA level in  Born in Bradford (BiB) participants with Gestational Diabetes Mellitus (GDM) using exome sequencing data. I have been involved in establishing an NHS-R community to exploit the power of R for the NHS, which is funded by the Health Foundation.

Research interests
  • Clinical Prediction Modeling
  • Big Data Analysis & Causal Inference
  • Statistical Genomics & Bioinformatics 




Research


Date Role Title / Description Funder Award
01-OCT-15 - Lead StatisticanDevelopment of computer-aided risk scores for predicting mortality & sepsis

Professional activities

  • 01-JAN-12: University of Vienna, Austria - PhD
  • English
  • Urdu

Publications

Peer Reviewed Journal
TitleFactors associated with accelerometer measured movement behaviours among White British and South Asian children aged 6-8 years during school terms and school holidays. (2019)
AuthorsNagy LC;Faisal M;Horne M;Collings P;Barber S;Mohammed M;
JournalBMJ Open
DOI10.1136/bmjopen-2018-025071
 
TitleThe inclusion of delirium in version 2 of the National Early Warning Score will substantially increase the alerts for escalating levels of care: findings from a retrospective database study of emergency medical admissions in two hospitals . (2019)
AuthorsMohammed MA;Faisal M;Richardson D;Scally A;Howes R;Beatson K;Irwin S;Speed K;
JournalClinical Medicine
DOI10.7861/clinmedicine.19-2-104
 
TitleUnderstanding and applying practitioner and patient views on the implementation of a novel automated Computer-Aided Risk Score (CARS) predicting the risk of death following emergency medical admission to hospital: Qualitative study (2019)
AuthorsDyson J.;Marsh C.;Jackson N.;Richardson D.;Faisal M.;Scally A.;Mohammed M.
JournalBMJ Open
DOI10.1136/bmjopen-2018-026591
 
TitleDevelopment of Multidecomposition Hybrid Model for Hydrological Time Series Analysis (2019)
AuthorsNazir H.;Hussain I.;Faisal M.;Shoukry A.;Gani S.;Ahmad I.
JournalComplexity
DOI10.1155/2019/2782715
 
TitleEthnic differences in sedentary behaviour in 6-8-year-old children during school terms and school holidays: a mixed methods study. (2019)
AuthorsNagy LC;Horne M;Faisal M;Mohammed MA;Barber SE;
JournalBMC Public Health
DOI10.1186/s12889-019-6456-3
 
TitleSelection of appropriate time scale with Boruta algorithm for regional drought monitoring using multi-scaler drought index (2019)
AuthorsAli Z.;Hussain I.;Faisal M.;Elashkar E.;Gani S.;Shehzad M.
JournalTellus, Series A: Dynamic Meteorology and Oceanography
DOI10.1080/16000870.2019.1604057
 
TitleA Probabilistic Weighted Joint Aggregative Drought Index (PWJADI) Criterion for Drought Monitoring Systems. (2019)
AuthorsAli Z., Hussain I., Faisal M., Almanjahie I. M., Ahmad I., Khan D. M., Grzegorczyk M., Qamar S.
JournalTellus, Series A: Dynamic Meteorology and Oceanography
 
TitleA prospective study of consecutive emergency medical admissions to compare a novel automated computer-aided mortality risk score and clinical judgement of patient mortality risk (2019)
AuthorsFaisal M.;Khatoon B.;Scally A.;Richardson D.;Irwin S.;Davidson R.;Heseltine D.;Corlett A.;Ali J.;Hampson R.;Kesavan S.;Mcgonigal G.;Goodman K.;Harkness M.;Mohammed M.
JournalBMJ Open
DOI10.1136/bmjopen-2018-027741
 
TitleAn ensemble procedure for pattern recognition of regional drought (2019)
AuthorsAli Z.;Hussain I.;Faisal M.;Shad M.;Elashkar E.;Gani S.
JournalInternational Journal of Climatology
DOI10.1002/joc.6196
 
TitleA framework to identify homogeneous drought characterization regions (2019)
AuthorsAli Z.;Hussain I.;Faisal M.;Shoukry A.;Gani S.;Ahmad I.
JournalTheorectical and Applied Climatology
DOI10.1007/s00704-019-02797-w
 
TitleComputer-aided national early warning score to predict the risk of sepsis following emergency medical admission to hospital: A model development and external validation study (2019)
AuthorsFaisal M.;Richardson D.;Scally A.;Howes R.;Beatson K.;Speed K.;Mohammed M.
JournalCanadian Medical Association journal
DOI10.1503/cmaj.181418
 
TitleThe association between the nationality of nurses and safety culture in maternity care units of Oman. (2019)
AuthorsNadabi W.A., Faisal M., Mohammed M.A.
JournalEastern Mediterranean Health Journal
 
TitleNonparametric trend analysis of reference evapotranspiration for Khyber Pakhtunkhwa, Pakistan (2018)
AuthorsGul S.;Hussain I.;Shad M.;Faisal M.;Shoukry A.;Adnan S.
JournalInternational Journal of Global Warming
DOI10.1504/IJGW.2018.090399
 
TitleCorrection to: Implication of OPRM1 A118G Polymorphism in Opioids Addicts in Pakistan: In vitro and In silico Analysis (Journal of Molecular Neuroscience, (2018), 65, 4, (472-479), 10.1007/s12031-018-1123-1) (2018)
AuthorsAhmed M.;ul Haq I.;Faisal M.;Waseem D.;Taqi M.
JournalJournal of Molecular Neuroscience
DOI10.1007/s12031-018-1169-0
 
TitleA comparison of logistic regression models with alternative machine learning methods to predict the risk of in-hospital mortality in emergency medical admissions via external validation (2018)
AuthorsFaisal M.;Scally A.;Howes R.;Beatson K.;Richardson D.;Mohammed M.
JournalHealth Informatics Journal
DOI10.1177/1460458218813600
 
TitleA New Weighting Scheme in Weighted Markov Model for Predicting the Probability of Drought Episodes (2018)
AuthorsAli Z.;Hussain I.;Faisal M.;Almanjahie I.;Ismail M.;Ahmad M.;Ahmad I.
JournalAdvances in Meteorology
DOI10.1155/2018/8954656
 
TitleImplication of OPRM1 A118G Polymorphism in Opioids Addicts in Pakistan: In vitro and In silico Analysis (2018)
AuthorsAhmed M.;ul Haq I.;Faisal M.;Waseem D.;Taqi M.
JournalJournal of Molecular Neuroscience
DOI10.1007/s12031-018-1123-1
 
TitleDevelopment and external validation of an automated computer-aided risk score for predicting sepsis in emergency medical admissions using the patient's first electronically recorded vital signs and blood test results (2018)
AuthorsFaisal M.;Scally A.;Richardson D.;Beatson K.;Howes R.;Speed K.;Mohammed M.
JournalCritical Care Medicine
DOI10.1097/CCM.0000000000002967
 
TitleThe National Early Warning Score and its subcomponents recorded within ±24 h of emergency medical admission are poor predictors of hospital-acquired acute kidney injury (2018)
AuthorsFaisal M.;Scally A.;Elgaali M.;Richardson D.;Beatson K.;Mohammed M.
JournalClinical Medicine
DOI10.7861/clinmedicine.18-1-47
 
TitleDevelopment and validation of a novel computer-aided score to predict the risk of in-hospital mortality for acutely ill medical admissions in two acute hospitals using their first electronically recorded blood test results and vital signs: a cross-sectional study (2018)
AuthorsFaisal, Muhammad; Scally, Andy J.; Jackson, N.; Richardson, D.; Beatson, K.; Howes, R.; Speed, K.; Menon, M.; Daws, J.; Dyson, J.; Marsh, C.; Mohammad, Mohammad A.
 
TitleForecasting Drought Using Multilayer Perceptron Artificial Neural Network Model (2017)
AuthorsAli Z.;Hussain I.;Faisal M.;Nazir H.;Hussain T.;Shad M.;Mohamd Shoukry A.;Hussain Gani S.
JournalAdvances in Meteorology
DOI10.1155/2017/5681308
 
TitleA Novel Multi-Scalar Drought Index for Monitoring Drought: the Standardized Precipitation Temperature Index (2017)
AuthorsAli Z.;Hussain I.;Faisal M.;Nazir H.;Moemen M.;Hussain T.;Shamsuddin S.
JournalWater Resources Management
DOI10.1007/s11269-017-1788-1
 
TitleUsing routine blood test results to predict the risk of death for emergency medical admissions to hospital: An external model validation study (2017)
AuthorsFaisal M.;Howes R.;Steyerberg E.;Richardson D.;Mohammed M.
JournalQJM - Monthly Journal of the Association of Physicians
DOI10.1093/qjmed/hcw110
 
TitleRegional Frequency Analysis of Extremes Precipitation Using L-Moments and Partial L-Moments (2017)
AuthorsKhan S.;Hussain I.;Hussain T.;Faisal M.;Muhammad Y.;Mohamd Shoukry A.
JournalAdvances in Meteorology
DOI10.1155/2017/6954902
 
TitleImpact of the level of sickness on higher mortality in emergency medical admissions to hospital at weekends (2017)
AuthorsMohammed M.;Faisal M.;Richardson D.;Howes R.;Beatson K.;Speed K.;Wright J.
JournalJournal of Health Services Research and Policy
DOI10.1177/1355819617720955
 
TitlePrevalence and diagnostic of head and neck cancer in Pakistan (2016)
AuthorsAkhtar A.;Hussain I.;Talha M.;Shakeel M.;Faisal M.;Ameen M.;Hussain T.
JournalPakistan Journal of Pharmaceutical Sciences
 
TitleCorrection: Comparison of Two New Robust Parameter Estimation Methods for the Power Function Distribution. (2016)
AuthorsShakeel M;Haq MA;Hussain I;Abdulhamid AM;Faisal M;
JournalPLoS ONE
DOI10.1371/journal.pone.0162536
 
TitleSpatial prediction and optimized sampling design for sodium concentration in groundwater (2016)
AuthorsZahid E.;Hussain I.;Spöck G.;Faisal M.;Shabbir J.;Abdel-Salam N.;Hussain T.
JournalPLoS ONE
DOI10.1371/journal.pone.0161810
 
TitleComparison of Two New Robust Parameter Estimation Methods for the Power Function Distribution. (2016)
AuthorsShakeel M;Haq MA;Hussain I;Abdulhamid AM;Faisal M;
JournalPLoS ONE
DOI10.1371/journal.pone.0160692
 
TitleChoosing summary statistics by least angle regression for approximate Bayesian computation (2016)
AuthorsFaisal, Muhammad; Futschik, A.; Hussain, I.; Abd-el.Moemen, M.
 
TitleIn silico transcriptional regulation and functional analysis of dengue shock syndrome associated SNPs in PLCE1 and MICB genes (2016)
AuthorsTaqi, M.M.; Waseem, D.; Ismatullah, H.; Haider, S.A.; Faisal, Muhammad
 
TitleAssessment of spatial models for interpolation of elevation in Pakistan (2015)
AuthorsHussain I.;Faisal M.;Shad M.;Hussain T.;Ahmed S.
JournalInternational Journal of Global Warming
DOI10.1504/IJGW.2015.069371
 
TitleSpatial Interpolation of Sulfate Concentration in Groundwater Including Covariate Using Bayesian Hierarchical Models (2015)
AuthorsHussain I.,Mubarak N.,Shabbir J., Hussain T., Faisal M.
JournalWater Quality, Exposure and Health
 
TitleHuman aging in the post-GWAS era: further insights reveal potential regulatory variants (2015)
AuthorsHaider, S.A.; Faisal, Muhammad
 
TitleProtective role of lactobacillus acidophilus against aflatoxin B1- induced immunosuppression (2015)
AuthorsTipu M.;Saleem U.;Rehman T.;Aslam M.;Muhammad K.;Hussain K.;Bukhari N.;Hassan S.;Hussain Z.;Faisal M.;Ahmad B.
JournalJournal of Animal and Plant Sciences
 
TitleExact likelihood calculation under the infinite sites model (2015)
AuthorsFaisal M.;Futschik A.;Vogl C.
JournalComputation
DOI10.3390/computation3040701
 
TitleDistribution of Total Dissolved Solids in Drinking Water by Means of Bayesian Kriging and Gaussian Spatial Predictive Process. (2014)
AuthorsHussain I., Shakeel M., Faisal M., Soomro Z. A., Hussain M. and Hussain T.
JournalWater Quality, Exposure and Health
 
TitleA molecular prospective provides new insights into implication of PDYN and OPRK1 genes in alcohol dependence. (2014)
AuthorsFaisal M;Waseem D;Ismatullah H;Taqi MM;
JournalComputers in Biology and Medicine
DOI10.1016/j.compbiomed.2014.07.021
 
TitleA new approach to choose acceptance cutoff for approximate Bayesian computation (2013)
AuthorsFaisal M.;Futschik A.;Hussain I.
JournalJournal of Applied Statistics
DOI10.1080/02664763.2012.756860
 
TitleSpatio-temporal interpolation of precipitation including covariates: During monsoon periods in Pakistan (2012)
AuthorsHussain I.;Spöck G.;Pilz J.;Faisal M.;Yu H.
JournalPakistan Journal of Statistics
 
TitleProbabilistic Model for Free-Space Optical Links Under Continental Fog Conditions (2010)
AuthorsM. S. Awan M. S. Khan F. Nadeem Marzuki M. Faisal S. Sheikh Muhammad E. Leitgeb
JournalRadioengineering
 
Conference Contribution
TitlePatient safety conference (2017)
AuthorsFaisal M., Scally A., Silverton R., Wijeratne D., Jackson N., Beaston K., Howes R., Daws J., Dyson J., Marsh C., Speed K., Richardson D., Mohammed M.A.
 
TitleScience of Improvement Conference Harrogate (2016)
AuthorsFaisal M., Dyson J., Marsh C., Richardson D., Scally A., Beatson K., Howes R., Speed K., Jackson N., Mo- hammed M.A.
 
TitleFarr Institute International Conference (2015)
AuthorsFaisal M., Kelly B., Graham A., Mason D., Wright J., Mohammed A.M.