SCDNet: A Deep Learning-Based Framework for the Multiclassification of Skin Cancer Using Dermoscopy Images. - Ahmad Naeem; Tayyaba Anees; Makhmoor Fiza; Rizwan Ali Naqvi; Seung-Won Lee 001 (Sensors, 2022)

Artificial neural network models: implementation of functional near-infrared spectroscopy-based spontaneous lie detection in an interactive scenario. - M. Raheel Bhutta; Muhammad Umair Ali; Amad Zafar; Kwang Su Kim; Jong Hyuk Byun; Seung Won Lee 001 (Frontiers Comput. Neurosci., 2023)

A CNN-Based Chest Infection Diagnostic Model: A Multistage Multiclass Isolated and Developed Transfer Learning Framework. - Muhammad Umair Ali; Karam Dad Kallu; Haris Masood; Usama Tahir; Chandu V. V. Muralee Gopi; Amad Zafar; Seung Won Lee 001 (Int. J. Intell. Syst., 2023)

Metaheuristic Optimization-Based Feature Selection for Imagery and Arithmetic Tasks: An fNIRS Study. - Amad Zafar; Shaik Javeed Hussain; Muhammad Umair Ali; Seung Won Lee 001 (Sensors, 2023)

m5C-Seq: Machine learning-enhanced profiling of RNA 5-methylcytosine modifications. - Zeeshan Abbas; Mobeen Ur Rehman; Hilal Tayara; Seung Won Lee 001; Kil To Chong 001 (Comput. Biol. Medicine, 2024)

Multi-classification deep learning models for detection of ulcerative colitis, polyps, and dyed-lifted polyps using wireless capsule endoscopy images. - Hassaan Malik; Ahmad Naeem; Abolghasem Sadeghi-Niaraki; Rizwan Ali Naqvi; Seung-Won Lee 001 (Complex Intell. Syst., 2024)

Deep learning network selection and optimized information fusion for enhanced COVID-19 detection. - Muhammad Umair Ali; Amad Zafar; Jawad Tanveer; Muhammad Attique Khan; Seong Han Kim; Mashael M. Alsulami; Seung Won Lee 001 (Int. J. Imaging Syst. Technol., 2024)

Multi-Sensor Fusion for Remote Sensing of Metallic and Non-Metallic Object Classification in Complex Soil Environments and at Different Depths. - Misha Urooj Khan; Muhammad Ahmad Kamran; Wajiha Rahim Khan; Malik Muhammad Ibrahim; Muhammad Umair Ali; Seung Won Lee 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

An adaptive ensemble deep learning framework for reliable detection of pandemic patients. - Muhammad Shahid Iqbal; Rizwan Ali Naqvi; Roohallah Alizadehsani; Sadiq Hussain; Syed Atif Moqurrab; Seung-Won Lee 001 (Comput. Biol. Medicine, 2024)

A robust ensemble framework for anticancer peptide classification using multi-model voting approach. - Zeeshan Abbas; Sunyeup Kim; Nangkyeong Lee; Syed Aadil Waheed Kazmi; Seung Won Lee 001 (Comput. Biol. Medicine, 2025)

Dual-task hierarchical feature refinement and fusion network for precise segmentation of surgical tools and polyps in endoscopy. - Zain Ul Abidin; Rizwan Ali Naqvi; Muhammad Zubair Islam; Hyung Seok Kim; Abbas Jafar; Daesik Jeong; Seung Won Lee 001 (Expert Syst. Appl., 2025)

Advancing genome-based precision medicine: a review on machine learning applications for rare genetic disorders. - Syed Raza Abbas; Zeeshan Abbas; Arifa Zahir; Seung Won Lee 001 (Briefings Bioinform., 2025)

From task-specific to foundation models: A paradigm shift in medical vision-language analysis. - Muhammad Umair Ali; Amad Zafar; Seonghan Kim; Kwang Su Kim; Seung Won Lee 001 (Comput. Sci. Rev., 2026)

A review of the emergence of AI-driven cognitive digital phenotyping: Multimodal sensing, foundation models, and the path toward digital twins for human cognition. - Muhammad Umair Ali; Amad Zafar; Haris Masood; Jae June Dong; Seung Won Lee 001 (Comput. Sci. Rev., 2026)

Adaptive kernel fusion network with a boundary-aware decoder for generalizable colorectal polyp segmentation. - Syeda Mohtadia Zahra Naqvi; Rizwan Ali Naqvi; Muhammad Zubair Islam; Zain Ul Abidin; Zoraiz Elya; Daesik Jeong; Yeonhyeon Gu; Seung-Won Lee 001 (Expert Syst. Appl., 2026)

Spatial Reasoning and Risk Assessment for Autonomous Vehicles on Consumer Electronics Platforms Using a Customized Vision-Language Model With Data Augmentation. - Ziyu Song; Jing Yang 054; Lei Fang; Muhammad Umair Ali; Gyanendra Kumar; Ali Kashif Bashir; Nazik Alturki; Lip Yee Por; Seung-Won Lee 001 (IEEE Trans. Consumer Electron., 2026)

Q-AudioShield: Quantum-Resilient Audio Watermarking and Authentication Framework for Secure CIoT Multimedia Streams. - Jing Yang 054; Vijay Govindarajan; Muhammad Attique Khan; Muhammad Umair Ali; Zaffar Ahmed Shaikh; Jyoti Bhola; Abdullah Feraih Alenezi; Jamel Baili; Lip Yee Por; Seung-Won Lee 001 (IEEE Trans. Consumer Electron., 2026)

Robust Steganography Technique for Enhancing the Protection of Medical Records in Healthcare Informatics. - Hammad Riaz; Rizwan Ali Naqvi; Manzoor Ellahi; Muhammad Arslan Usman; Muhammad Rehan Usman; Daesik Jeong; Seung Won Lee 001 (IEEE J. Biomed. Health Informatics, 2026)