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Special Session on Applied AI for Reliable and Trustworthy Medical Decision-Making Systems (WCCI-IJCNN SS 2024)

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The advent of the big data era in healthcare comes with the widespread capture of health data in various forms, such as electronic patient records, administrative claim records, biometric data, sensor data, and medical images. Artificial Intelligence and machine learning techniques have been widely used to unlock the hidden value from the sophisticated data and transform them into sensible decision-making and actions to support better healthcare. There are many successful healthcare applications leveraging the power of AI. For example, the giant Google has partnered with healthcare organizations to successfully develop machine learning-enabled imaging and diagnostics tools for skin, eye diseases and lung, breast cancers and so on to support medical specialists’ better decision-making.

Nevertheless, the challenges of AI for healthcare are equally significant. For example, many practical issues, such as low-quality training data, model black box problems, algorithmic bias and unfairness, and data privacy issues, may undermine the existing solutions’ ability and hold them back from being integrated into the current healthcare systems. Only if these practical challenges are overcome can the adoption of AI grow further to genuine applications to transform healthcare.

This special session aims to showcase the recent advancements in applied AI to address emerging challenges and dilemmas, and deliver reliable and trustworthy intelligent systems in healthcare and medicine. It will also provide a global platform to share and discuss the latest research findings in achieving patient-centered and outcome-driven effective healthcare applying AI.

 

Date

30 Jun. 2024
05 Jul. 2024
 

City

Yokohama
 

Country

 

Topic Area

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