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A 4-Qubit Variational Quantum Classifier for Sequence-Specific Classification of DNMT3A and DNMT3B Flanking Methylation Preferences
Murat Isik, Yusuf Moinuddin, Humaira Gowher +1
DNA methylation is a critical epigenetic modification that regulates gene expression and genome stability, primarily catalyzed by the DNA methyltransferase 3 (DNMT3) family of enzy…
Multimodal Quantum Vision Transformer for Enzyme Commission Classification from Biochemical Representations
Murat Isik, Mandeep Kaur Saggi, Humaira Gowher +1
Accurately predicting enzyme functionality remains one of the major challenges in computational biology, particularly for enzymes with limited structural annotations or sequence ho…
Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification
Mandeep Kaur Saggi, Amandeep Singh Bhatia, Mensah Isaiah +2
Quantum Machine Learning (QML) is a red-hot field that brings novel discoveries and exciting opportunities to resolve, speed up, or refine the analysis of a wide range of computati…