Muhammad Bilal

29 papers B 1Misc 1Journal 23Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Leveraging LLMs for Smart Cities Qualitative Data Analysis. Concurr. Comput. Pract. Exp. Elisa Covato, Kamran Soomro, Zaheer Khan, Muhammad Bilal, Roisin Cormack, Samuel Green
2025	J	`jnl`	Digital twins for the era of personalized surgery. npj Digit. Medicine Yosra Magdi Mekki, Gijs Luijten, Elisabet Hagert, Sirajeddin Belkhair, Chris Varghese, Junaid Qadir, Barry Solaiman, Muhammad Bilal, Jaghtar Dhanda, Jan Egger, Jun Deng, Vikas Khanduja, Alejandro F. Frangi, Susu M. Zughaier, Mitchell A. Stotland
2025	J	`jnl`	Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription. CoRR Mahdi Alkaeed, Sofiat Abioye, Adnan Qayyum, Yosra Magdi Mekki, Ilhem Berrou, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Muhammad Bilal, Junaid Qadir
2025	J	`jnl`	Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review. CoRR Ufaq Khan, Umair Nawaz, Adnan Qayyum, Shazad Ashraf, Muhammad Bilal, Junaid Qadir
2025	J	`jnl`	TEMSET-24K: Densely Annotated Dataset for Indexing Multipart Endoscopic Videos using Surgical Timeline Segmentation. CoRR Muhammad Bilal, Mahmood Alam, Deepa Bapu, Stephan Korsgen, Neeraj Lal, Simon Bach, Amir M. Hajivanand, Muhammed Ali, Kamran Soomro, Iqbal Qasim, Pawel Capik, Aslam Khan, Zaheer Khan, Hunaid Vohra, Massimo Caputo, Andrew Beggs, Adnan Qayyum, Junaid Qadir, Shazad Ashraf
2024	J	`jnl`	A deep learning approach for context-aware citation recommendation using rhetorical zone classification and similarity to overcome cold-start problem. J. Ambient Intell. Humaniz. Comput. Muhammad Azeem Abbas, Saheed Ajayi, Muhammad Bilal, Ade Oyegoke, Maruf Pasha, Hafiz Tauqeer Ali
2024	—	`conf`	Medisure: Towards Assuring Machine Learning-Based Medical Image Classifiers Using Mixup Boundary Analysis. ISBI Adam Byfield, William Poulett, Ben Wallace, Anusha Jose, Shatakshi Tyagi, Smita Shembekar, Adnan Qayyum, Junaid Qadir, Muhammad Bilal
2023	—	`conf`	Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? MetaCom Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir
2023	J	`jnl`	Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? CoRR Adnan Qayyum, Muhammad Bilal, Muhammad Hadi, Pawel Capik, Massimo Caputo, Hunaid Vohra, Ala I. Al-Fuqaha, Junaid Qadir
2023	J	`jnl`	MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis. CoRR Adam Byfield, William Poulett, Ben Wallace, Anusha Jose, Shatakshi Tyagi, Smita Shembekar, Adnan Qayyum, Junaid Qadir, Muhammad Bilal
2023	J	`jnl`	Multivessel Coronary Artery Segmentation and Stenosis Localisation using Ensemble Learning. CoRR Muhammad Bilal, Dinis Martinho, Reiner Sim, Adnan Qayyum, Hunaid Vohra, Massimo Caputo, Taofeek Akinosho, Sofiat Abioye, Zaheer Khan, Waleed Niaz, Junaid Qadir
2023	J	`jnl`	Privacy-preserving artificial intelligence in healthcare: Techniques and applications. Comput. Biol. Medicine Nazish Khalid, Adnan Qayyum, Muhammad Bilal, Ala I. Al-Fuqaha, Junaid Qadir
2023	J	`jnl`	Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data. CoRR Adnan Qayyum, Hassan Ali, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Sofiat Abioye, Ilhem Berrou, Pawel Capik, Junaid Qadir, Muhammad Bilal
2023	—	`conf`	SegCrop: Segmentation-based Dynamic Cropping of Endoscopic Videos to Address Label Leakage in Surgical Tool Detection. ISBI Adnan Qayyum, Muhammad Bilal, Junaid Qadir, Massimo Caputo, Hunaid Vohra, Taofeek Akinosho, Ilhem Berrou, Faatihah Niyi-Odumosu, Michael Loizou, Anuoluwapo O. Ajayi, Sofiat Abioye
2022	J	`jnl`	A scalable deep learning system for monitoring and forecasting pollutant concentration levels on UK highways. Ecol. Informatics Taofeek Akinosho, Lukumon O. Oyedele, Muhammad Bilal, Ari Yair Barrera-Animas, Abdul-Quayyum Gbadamosi, Oladimeji A. Olawale
2021	J	`jnl`	Deep learning and Boosted trees for injuries prediction in power infrastructure projects. Appl. Soft Comput. Ahmed Oyedele, Anuoluwapo O. Ajayi, Lukumon O. Oyedele, Juan Manuel Davila Delgado, Lukman Adéwálé Àkànbí, Olúgbénga O. Akinadé, Hakeem Owolabi, Muhammad Bilal
2021	J	`jnl`	Modelling and exploiting taxonomic knowledge for developing mobile learning systems to enhance children's structural and functional categorization. Comput. Educ. Artif. Intell. Muhammad Azeem Abbas, Gwo-Jen Hwang, Saheed Ajayi, Ghulam Mustafa, Muhammad Bilal
2021	J	`jnl`	Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection. CoRR Ahmed Rasheed, Muhammad Shahzad Younis, Junaid Qadir, Muhammad Bilal
2020	J	`jnl`	Big Data with deep learning for benchmarking profitability performance in project tendering. Expert Syst. Appl. Muhammad Bilal, Lukumon O. Oyedele
2020	J	`jnl`	Guidelines for applied machine learning in construction industry - A case of profit margins estimation. Adv. Eng. Informatics Muhammad Bilal, Lukumon O. Oyedele
2020	J	`jnl`	Predicting Completion Risk in PPP Projects Using Big Data Analytics. IEEE Trans. Engineering Management Hakeem Owolabi, Muhammad Bilal, Lukumon O. Oyedele, Hafiz Alaka, Saheed Ajayi, Olúgbénga O. Akinadé
2020	J	`jnl`	Secure and Robust Machine Learning for Healthcare: A Survey. CoRR Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala I. Al-Fuqaha
2019	J	`jnl`	A Big Data Analytics Approach for Construction Firms Failure Prediction Models. IEEE Trans. Engineering Management Hafiz Alaka, Lukumon O. Oyedele, Hakeem Owolabi, Olúgbénga O. Akinadé, Muhammad Bilal, Saheed Ajayi
2019	B	`conf`	Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. ACII Siddique Latif, Junaid Qadir, Muhammad Bilal
2019	J	`jnl`	Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. CoRR Siddique Latif, Junaid Qadir, Muhammad Bilal
2018	J	`jnl`	Systematic review of bankruptcy prediction models: Towards a framework for tool selection. Expert Syst. Appl. Hafiz Alaka, Lukumon O. Oyedele, Hakeem Owolabi, Vikas Kumar, Saheed Ajayi, Olúgbénga O. Akinadé, Muhammad Bilal
2016	J	`jnl`	Big Data in the construction industry: A review of present status, opportunities, and future trends. Adv. Eng. Informatics Muhammad Bilal, Lukumon O. Oyedele, Junaid Qadir, Kamran Munir, Saheed Ajayi, Olúgbénga O. Akinadé, Hakeem Owolabi, Hafiz Alaka, Maruf Pasha
2015	—	`conf`	Bankruptcy Prediction of Construction Businesses: Towards a Big Data Analytics Approach. BigDataService Hafiz Alaka, Lukumon O. Oyedele, Muhammad Bilal, Olúgbénga O. Akinadé, Hakeem Owolabi, Saheed Ajayi
2014	Misc	`conf`	SDNs, Clouds, and Big Data: New Opportunities. FIT Junaid Qadir, Nauman Ahad, Erum Mushtaq, Muhammad Bilal