20 citations · 21 across the 4 of their papers we have counts for
4 papers
Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning
Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort +3
Pathology diagnosis based on EEG signals and decoding brain activity holds immense importance in understanding neurological disorders. With the advancement of artificial intelligen…
CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design
Mohammad Sajjad Ghaemi, Hang Hu, Anguang Hu +1
Optimizing molecular design and discovering novel chemical structures to meet certain objectives, such as quantitative estimates of the drug-likeness score (QEDs), is NP-hard due t…
Machine learning for the prediction of safe and biologically active organophosphorus molecules
Hang Hu, Hsu Kiang Ooi, Mohammad Sajjad Ghaemi +1
Drug discovery is a complex process with a large molecular space to be considered. By constraining the search space, the fragment-based drug design is an approach that can effectiv…
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge
Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn +2
Deploying generative machine learning techniques to generate novel chemical structures based on molecular fingerprint representation has been well established in molecular design.…