Abhinay Mahesh Pandya

Title: Abhinay Mahesh Pandya and Medical Ontology Innovation.

Introduction

Abhinay Mahesh Pandya is an inventor associated with Ahmedabad, India. His work includes patenting approaches that use medical ontologies to support computer-assisted clinical decision-making. He is associated with Siemens Medical Solutions USA, Inc. and has 2 patents.

Latest Patents

Pandya’s listed patent, “Medical Ontologies for Computer Assisted Clinical Decision Support,” describes using medical ontology information to mine medical records and build probabilistic models. A processor can create a domain knowledge base from an ontology, including terms associated with diseases, and search medical records for relevant information. Relationships among terms can help train a model to estimate the probability of a disease or whether the available information indicates it. The approach learns probabilistic reasoning from ontology information and training data.

Career Highlights

Pandya’s patent work focuses on applying structured medical knowledge and machine learning to clinical decision support. The described system connects disease-related terminology with information in medical records to support probabilistic analysis.

Collaborations

Pandya is associated with Siemens Medical Solutions USA, Inc. His listed coworkers include Romer E. Rosales and R. Bharat Rao.

Conclusion

Abhinay Mahesh Pandya’s patent work highlights the use of medical ontologies and probabilistic modeling to help analyze clinical information and support decision-making.