10An Explainable Deep Learning Model for Clinical Decision Support in Healthcare

Shrinivas T. Shirkande, Sarika T. Deokate, Sulakshana Sagar Malwade, Raju M. Sairise, Ashwin S. Chatpalliwar, Rashmi Ashtagi, Vinit Khetani and Syed Hassan Ahmed

DOI: 10.1201/9781003437079-10

10.1 Introduction

In recent years, the healthcare sector has seen significant breakthroughs in both data generation and technology development. This movement has sparked significant innovation. Massive amounts of data paired with artificial intelligence (AI) capabilities provide new opportunities for enhancing healthcare decision-making procedures. Clinical decision support (CDS) systems now give medical personnel access to patient information, medical expertise, and evidence-based ...

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