Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. - Siddique Latif; Adnan Qayyum; Muhammad Usman 026; Junaid Qadir 001 (FIT, 2018)

Abnormal Heartbeat Detection Using Recurrent Neural Networks. - Siddique Latif; Muhammad Usman 026; Junaid Qadir 001; Rajib Rana (CoRR, 2018)

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. - Siddique Latif; Muhammad Asim 005; Muhammad Usman 026; Junaid Qadir 001; Rajib Rana (CoRR, 2018)

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. - Muhammad Usman 026; Siddique Latif; Muhammad Asim 005; Junaid Qadir 001 (CoRR, 2019)

Leveraging Data Science to Combat COVID-19: A Comprehensive Review. - Siddique Latif; Muhammad Usman 026; Sanaullah Manzoor; Waleed Iqbal; Junaid Qadir 001; Gareth Tyson; Ignacio Castro; Adeel Razi; Maged N. Kamel Boulos; Adrian Weller; Jon Crowcroft (IEEE Trans. Artif. Intell., 2020)

MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection. - Muhammad Usman 026; Azka Rehman; Abdullah Shahid; Siddique Latif; Shi Sub Byon; Byoung-Dai Lee; Sung Hyun Kim; Byung IlLee; Yeong-Gil Shin (CoRR, 2022)

Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation. - Zahid Ullah; Muhammad Usman 026; Moongu Jeon; Jeonghwan Gwak (Inf. Sci., 2022)

Dual-Stage Deeply Supervised Attention-Based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans. - Muhammad Usman 026; Azka Rehman; Amal Muhammad Saleem; Rabeea Jawaid; Shi Sub Byon; Sung-Hyun Kim; Byoung-Dai Lee; Min-Suk Heo; Yeong-Gil Shin (Sensors, 2022)

MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan. - Muhammad Usman 026; Azka Rehman; Abdullah Shahid; Siddique Latif; Shi Sub Byon; Sung Hyun Kim; Tariq Mahmood Khan; Yeong-Gil Shin (CoRR, 2023)

LDMRes-Net: Enabling Real-Time Disease Monitoring through Efficient Image Segmentation. - Shahzaib Iqbal; Tariq Mahmood Khan; Musaed A. Alhussein; Syed Saud Naqvi; Muhammad Usman 026; Khursheed Aurangzeb (CoRR, 2023)

Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation. - Azka Rehman; Muhammad Usman 026; Abdullah Shahid; Siddique Latif; Junaid Qadir 001 (Sensors, 2023)

DEHA-Net: A Dual-Encoder-Based Hard Attention Network with an Adaptive ROI Mechanism for Lung Nodule Segmentation. - Muhammad Usman 026; Yeong-Gil Shin (Sensors, 2023)

MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images. - Zahid Ullah; Muhammad Usman 026; Jeonghwan Gwak (Expert Syst. Appl., 2023)

Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal Neuroimaging. - Muhammad Usman 026; Azka Rehman; Abdullah Shahid; Abd Ur Rehman; Sung-Min Gho; Aleum Lee; Tariq Mahmood Khan; Imran Razzak (CoRR, 2024)

Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages. - Abd Ur Rehman; Azka Rehman; Muhammad Usman 026; Abdullah Shahid; Sung-Min Gho; Aleum Lee; Tariq Mahmood Khan; Imran Razzak (CoRR, 2024)

MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection. - Muhammad Usman 026; Azka Rehman; Abdullah Shahid; Siddique Latif; Yeong-Gil Shin (Eng. Appl. Artif. Intell., 2024)

Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation. - Muhammad Usman 026; Azka Rehman; Sharjeel Masood; Tariq Mahmood Khan; Junaid Qadir 001 (Internet Things, 2024)

LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices. - Shahzaib Iqbal; Tariq Mahmood Khan; Syed Saud Naqvi; Asim Naveed; Muhammad Usman 026; Haroon Ahmed Khan; Imran Razzak (IEEE J. Biomed. Health Informatics, 2024)

GDSSA-Net: A gradually deeply supervised self-ensemble attention network for IoMT-integrated thyroid nodule segmentation. - Muhammad Umar Farooq; Haris Ghafoor; Azka Rehman; Muhammad Usman 026; Dong-Kyu Chae (Internet Things, 2025)