Predictive Analysis & Brief Study of Early-Stage Diabetes Using Multiple Classifier Models. - Mohammad Sadman Tahsin; Md Jobayer; Md. Borhan Uddin Antor; Maidul Islam; Fatima Fairuz Raisa; Md. Al Hasan Shaikat (CCWC, 2022)

MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer. - Zhongrui Chen; Md Jobayer; Md. Rakibul Hasan 001; Khandaker Asif Ahmed; Md. Zakir Hossain (INNS DLIA@IJCNN, 2023)

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. - Md Jobayer; Md. Mehedi Hasan Shawon; Md. Rakibul Hasan 001; Shreya Ghosh 001; Tom Gedeon; Md. Zakir Hossain (CoRR, 2024)

AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout. - Md Jobayer; Md. Mehedi Hasan Shawon; Tasfin Mahmud; Md. Borhan Uddin Antor; Arshad M. Chowdhury (CoRR, 2024)

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization. - Mst. Fahmida Sultana Naznin; Adnan Ibney Faruq; Mostafa Rifat Tazwar; Md Jobayer; Md. Mehedi Hasan Shawon; Md. Rakibul Hasan 001 (ACL (Findings), 2025)

SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification. - Ummay Maria Muna; Md. Mehedi Hasan Shawon; Md Jobayer; Sumaiya Akter; Saifur Rahman Sabuj (CoRR, 2025)

Machine learning to predict gut microbiomes of agricultural pests. - Md Jobayer; Alexander Taylor 003; Md. Rakibul Hasan 001; Khandaker Asif Ahmed; Md. Zakir Hossain (Neural Comput. Appl., 2025)