2 citations · 4 across the 7 of their papers we have counts for
7 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…
QPSO-CD: Quantum-behaved Particle Swarm Optimization Algorithm with Cauchy Distribution
Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng +1
Motivated by particle swarm optimization (PSO) and quantum computing theory, we have presented a quantum variant of PSO (QPSO) mutated with Cauchy operator and natural selection me…
Matrix Product State Based Quantum Classifier
Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar +1
In recent years, interest in expressing the success of neural networks to the quantum computing has increased significantly. Tensor network theory has become increasingly popular a…