Significance of unifying semi and self-supervision for the radical improvement of medical imaging: a collaborative research effort.

Tahir Abbas 0003 https://orcid.org/0009-0001-8602-3670 Bahauddin Zakariya University, Multan, Punjab, Pakistan Tahir Abbas Tahir Abbas 0001 https://orcid.org/0000-0002-0558-6106 https://www.wikidata.org/entity/Q92854300 Delft University of Technology, Delft, The Netherlands Tahir Abbas 0002 https://orcid.org/0000-0001-9040-4997 Government College University, Lahore, Pakistan Tahir Abbas 0004 https://orcid.org/0000-0001-5208-5374 University of Sharjah, Sharjah, UAE

Tahir Abbas 0003 Manal Linjawi Imran Iqbal Omar Alghushairy Raed Alsini Ali Daud Significance of unifying semi and self-supervision for the radical improvement of medical imaging: a collaborative research effort. 108391 2026 111 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108391 db/journals/bspc/bspc111.html#AbbasLIAAD26 streams/journals/bspc

Khadija Kanwal Aiza Shabir Tahir Abbas 0003 Muzaffar Hameed Muhammad Adnan Khan 0001 Enhanced visual content retrieval via hierarchical deep fusion of multi-level CNN features. 2026 March 173 42 Vis. Comput. 4 https://doi.org/10.1007/s00371-026-04355-8 db/journals/vc/vc42.html#KanwalSAHK26 streams/journals/vc

Rabia Javed Tahir Abbas 0003 Tariq Shahzad Khadija Kanwal Sadaqat Ali Ramay Muhammad Adnan Khan 0001 Khmaies Ouahada Enhancing Chronic Disease Prediction in IoMT-Enabled Healthcare 5.0 Using Deep Machine Learning: Alzheimer's Disease as a Case Study. 14252-14272 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3525514 db/journals/access/access13.html#JavedASKRKO25 streams/journals/access

Atif Raza Zaidi Tahir Abbas 0003 Ali Daud Omar Alghushairy Hussain Dawood Nadeem Sarwar Enhancing Android Malware Detection with XGBoost and Convolutional Neural Networks. 2025 3281-3304 84 Comput. Mater. Continua 2 https://doi.org/10.32604/cmc.2025.063646 db/journals/cmc/cmc84.html#ZaidiADADS25 streams/journals/cmc

Tahir Abbas 0003 Shujaat Ali Rathore Amira Turki Sunawar Khan Omar Alghushairy Ali Daud Enhancing Software Engineering With AI: Innovations, Challenges, and Future Directions. 2025 2025 IET Softw. 1 https://doi.org/10.1049/sfw2/5691460 db/journals/iet-sen/iet-sen2025.html#AbbasRTKAD25 streams/journals/iet-sen

Rabia Javed Tahir Abbas 0003 Ali Haider Khan Ali Daud Amal Bukhari Riad Alharbey Deep learning for lungs cancer detection: a review. 197 2024 August 57 Artif. Intell. Rev. 8 https://doi.org/10.1007/s10462-024-10807-1 db/journals/air/air57.html#JavedAKDBA24 streams/journals/air

Asif Ahamed Nisher Ahmed Jamshaid Iqbal Janjua Zakir Hossain Ekramul Hasan Tahir Abbas 0003 Advances and Evaluation of Intelligent Techniques in Short-Term Load Forecasting. 1-9 2024 ICCA https://doi.org/10.1109/ICCA62237.2024.10927804 conf/icca3/2024 db/conf/icca3/icca2024.html#AhamedAJHHA24 Abdulrahman Alqarafi Hina Batool Tahir Abbas 0003 Jamshaid Iqbal Janjua Sadaqat Ali Ramay Munir Ahmed Estimating Uncertainty in Deep Learning Methods and Applications. 1-6 2024 ICCA https://doi.org/10.1109/ICCA62237.2024.10928030 conf/icca3/2024 db/conf/icca3/icca2024.html#AlqarafiBAJRA24 Jamshaid Iqbal Janjua Adeel Sabir Tahir Abbas 0003 Syed Qasim Abbas Muhammad Saleem Predictive Analytics and Machine Learning for Electricity Consumption Resilience in Wholesale Power Markets. 1-7 2024 ICCR https://doi.org/10.1109/ICCR61006.2024.10533004 conf/iccr/2024 db/conf/iccr/iccr2024.html#JanjuaSAAS24 Tahir Abbas 0003 Jamshaid Iqbal Janjua Muhammad Irfan Proposed Agricultural Internet of Things (AIoT) Based Intelligent System of Disease Forecaster for Agri-Domain. 1-6 2023 ICCA https://doi.org/10.1109/ICCA59364.2023.10401794 conf/icca3/2023 db/conf/icca3/icca2023.html#AbbasJI23 Syed Qasim Abbas Asif Ahamed Munir Ahmed Nisher Ahmed Omar Alghushairy Riad Alharbey Abdulrahman Alqarafi Raed Alsini Hina Batool Amal Bukhari Ali Daud Hussain Dawood Muzaffar Hameed Ekramul Hasan Zakir Hossain Imran Iqbal Muhammad Irfan Jamshaid Iqbal Janjua Rabia Javed Khadija Kanwal Ali Haider Khan Muhammad Adnan Khan 0001 Sunawar Khan Manal Linjawi Khmaies Ouahada Sadaqat Ali Ramay Shujaat Ali Rathore Adeel Sabir Muhammad Saleem Nadeem Sarwar Aiza Shabir Tariq Shahzad Amira Turki Atif Raza Zaidi