4 papers
Quantum AI for Cancer Diagnostic Biomarker Discovery
Mandeep Kaur Saggi, Amandeep Singh Bhatia, Humaira Gowher +1
Quantum machine learning offers a promising new paradigm for computational biology by leveraging quantum mechanical principles to enhance cancer classification, biomarker discovery…
Quantum Machine Learning for Complex Systems
Vinit Singh, Amandeep Singh Bhatia, Mandeep Kaur Saggi +2
Quantum machine learning (QML) is rapidly transitioning from theoretical promise to practical relevance across data-intensive scientific domains. In this Review, we provide a struc…
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…