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Muhammad Siddique

Lahore University of Management Sciences · KR
Area of research
Control and Systems Engineering · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Cardiovascular Disease and Adiposity, Machine Fault Diagnosis Techniques, and Water Systems and Optimization.
h-index
24
citations
1,971
works
76
NIH funding
primary concept
email

Recent publications

Deep-Learning for Epicardial Adipose Tissue Assessment With Computed Tomography
JACC. Cardiovascular imaging 2023cited by 100position: middledoi
Non-invasive classification of non-small cell lung cancer: a comparison between random forest models utilising radiomic and semantic features
British Journal of Radiology 2019cited by 50position: middledoi
Adaptive statistical iterative reconstruction (ASIR) affects CT radiomics quantification in primary colorectal cancer
European Radiology 2019cited by 31position: middledoi
Non–Small Cell Lung Cancer Treated with Erlotinib: Heterogeneity of<sup>18</sup>F-FDG Uptake at PET—Association with Treatment Response and Prognosis
Radiology 2015cited by 155position: middledoi
PET Imaging of Copper Trafficking in a Mouse Model of Alzheimer Disease
Journal of Nuclear Medicine 2015cited by 68position: middledoi
Are Pretreatment <sup>18</sup>F-FDG PET Tumor Textural Features in Non–Small Cell Lung Cancer Associated with Response and Survival After Chemoradiotherapy?
Journal of Nuclear Medicine 2012cited by 394position: middledoi

Grants

Collaborative Research: SaTC: CORE: Small: Toward Personalized and Trustworthy Mobile App Recommendations via Grounding App Behaviors
NSF2449695$300,0002025–2028PIRePORTER
III: Small: Toward User-Centric Task-Oriented Dialog Systems via Zero-shot Adaptation and Personalization
NSF2401685$599,8982024–2027PIRePORTER

Frequent collaborators

Gary Cook · Cooper University Hospital4 papers (2012–2019)Vicky Goh · King's College London4 papers (2012–2019)Paul Bassett · University of London2 papers (2015–2019)Sugama Chicklore · King's College London2 papers (2012–2015)Davide Prezzi · King's College London1 papers (2019–2019)Lucrezia della Volpe · Broad Institute1 papers (2023–2023) · 1 papers (2019–2019) · 1 papers (2023–2023)Kavitha Sunassee · King's College London1 papers (2015–2015)Emma McLean · Guy's and St Thomas' NHS Foundation Trust1 papers (2019–2019)Usman Bashir · St Bartholomew's Hospital1 papers (2019–2019) · 1 papers (2023–2023) · 1 papers (2023–2023)Arunabha Roy · University of Burdwan1 papers (2012–2012)Katerina Dangas · Columbia University1 papers (2023–2023) · 1 papers (2023–2023)Shahreen Ahmad · St Thomas' Hospital1 papers (2012–2012)David J. Breen · University Hospital Southampton NHS Foundation Trust1 papers (2019–2019)Joel Dunn · Dorset HealthCare University NHS Foundation Trust1 papers (2015–2015)Mary O’Brien · Imperial College London1 papers (2015–2015)