Azka Rehman

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing Metaverse-Based Healthcare With Multimodal Neuroimaging Fusion via Multi-Task Adversarial Variational Autoencoder for Brain Age Estimation.
IEEE J. Biomed. Health Informatics
Muhammad Usman, Azka Rehman, Abdullah Shahid, Abd Ur Rehman, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2026 J jnl
SA-AVAE: A sex-Aware adversarial variational autoencoder network for biological brain age estimation in IoMT-Enabled multimodal neuroimages.
Internet Things
Abd Ur Rehman, Azka Rehman, Muhammad Umar Farooq, Taehyun Lee, Tariq Mahmood Khan, Imran Razzak, Sung-Min Gho, Aleum Lee, Dong-Kyu Chae, Muhammad Usman
2025 J jnl
Anatomy-Guided Representation Learning Using a Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images.
CoRR
Muhammad Umar Farooq, Abd Ur Rehman, Azka Rehman, Muhammad Usman, Dong-Kyu Chae, Junaid Qadir
2025 J jnl
Dual-Encoder Transformer-Based Multimodal Learning for Ischemic Stroke Lesion Segmentation Using Diffusion MRI.
CoRR
Muhammad Usman, Azka Rehman, Muhammad Mutti Ur Rehman, Abd Ur Rehman, Muhammad Umar Farooq
2025 J jnl
GDSSA-Net: A gradually deeply supervised self-ensemble attention network for IoMT-integrated thyroid nodule segmentation.
Internet Things
Muhammad Umar Farooq, Haris Ghafoor, Azka Rehman, Muhammad Usman, Dong-Kyu Chae
2025 J jnl
Multi-encoder self-adaptive hard attention network with maximum intensity projections for lung nodule segmentation.
Comput. Biol. Medicine
Muhammad Usman, Azka Rehman, Abd Ur Rehman, Abdullah Shahid, Tariq Mahmood Khan, Imran Razzak, Minyoung Chung, Yeong-Gil Shin
2025 J jnl
Opportunistic AI for enhanced cardiovascular disease risk stratification using abdominal CT scans.
Comput. Medical Imaging Graph.
Azka Rehman, Jaewon Kim, Hyeokjong Lee, Jooyoung Chang, Sang Min Park
2025 J jnl
Optimizing retinal images based carotid atherosclerosis prediction with explainable foundation models.
npj Digit. Medicine
Hyeokjong Lee, Jaewon Kim, Sangmin Kwak, Azka Rehman, Sang Min Park, Jooyoung Chang
2024 J jnl
Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages.
CoRR
Abd Ur Rehman, Azka Rehman, Muhammad Usman, Abdullah Shahid, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2024 J jnl
Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation.
Internet Things
Muhammad Usman, Azka Rehman, Sharjeel Masood, Tariq Mahmood Khan, Junaid Qadir
2024 J jnl
MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection.
Eng. Appl. Artif. Intell.
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Yeong-Gil Shin
2024 J jnl
Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal Neuroimaging.
CoRR
Muhammad Usman, Azka Rehman, Abdullah Shahid, Abd Ur Rehman, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2023 J jnl
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan.
CoRR
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Sung Hyun Kim, Tariq Mahmood Khan, Yeong-Gil Shin
2023 J jnl
Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation.
Sensors
Azka Rehman, Muhammad Usman, Abdullah Shahid, Siddique Latif, Junaid Qadir
2022 J jnl
Dual-Stage Deeply Supervised Attention-Based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans.
Sensors
Muhammad Usman, Azka Rehman, Amal Muhammad Saleem, Rabeea Jawaid, Shi Sub Byon, Sung-Hyun Kim, Byoung-Dai Lee, Min-Suk Heo, Yeong-Gil Shin
2022 J jnl
Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans.
CoRR
Azka Rehman, Muhammad Usman, Rabeea Jawaid, Shi Sub Byon, Sung Hyun Kim, Byoung-Dai Lee, Byung IlLee, Yeong-Gil Shin
2022 J jnl
MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection.
CoRR
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Byoung-Dai Lee, Sung Hyun Kim, Byung IlLee, Yeong-Gil Shin