Depth Estimation for Integral Imaging Microscopy Using a 3D-2D CNN with a Weighted Median Filter. - Shariar Md Imtiaz; Ki-Chul Kwon; Md. Biddut Hossain; Md. Shahinur Alam; Seok-Hee Jeon; Nam Kim (Sensors, 2022)

Enhanced 3D Point Cloud Reconstruction for Light Field Microscopy Using U-Net-Based Convolutional Neural Networks. - Shariar Md Imtiaz; Ki-Chul Kwon; F. M. Fahmid Hossain; Md. Biddut Hossain; Rupali Kiran Shinde; Sang-Keun Gil; Nam Kim (Comput. Syst. Sci. Eng., 2023)

Swin Transformer and the Unet Architecture to Correct Motion Artifacts in Magnetic Resonance Image Reconstruction. - Md. Biddut Hossain; Rupali Kiran Shinde; Shariar Md Imtiaz; F. M. Fahmid Hossain; Seok-Hee Jeon; Ki-Chul Kwon; Nam Kim (Int. J. Biomed. Imaging, 2024)

A Systematic Review and Identification of the Challenges of Deep Learning Techniques for Undersampled Magnetic Resonance Image Reconstruction. - Md. Biddut Hossain; Rupali Kiran Shinde; Sukhoon Oh; Ki-Chul Kwon; Nam Kim (Sensors, 2024)

DermSegNet: smart IoT model for multi-class dermatological lesion diagnosis using adaptive segmentation and improved EfficientNetB3. - Rupali Kiran Shinde; Md. Biddut Hossain; Syed Naheel Raza Rizvi; Shariar Md Imtiaz; Ki-Chul Kwon; Nam Kim (Appl. Intell., 2024)

U2-Net-Combined End-to-End Unsupervised Learning Method for Implementing Accurate Computer-Generated Phase-Only Hologram. - F. M. Fahmid Hossain; Hui-Ying Wu; Shariar Md Imtiaz; Md. Biddut Hossain; Tuvshinjargal Amgalan; Rupali Kiran Shinde; Ki-Chul Kwon; Hyun-Eui Kim; Kwan-Hee Yoo; Nam Kim (IEEE Access, 2025)