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What methodological frameworks and ethical considerations need to be built for developing an AI-integrated decision support system for personalised treatment plans for oncology patients?

10 months ago in PhD Interview Question , PhD Research Proposal By Rani

Artificial Intelligence Methodology Scientific Research

Oncology Decision Support System

I would like to understand the topic “Oncology decision support system” deeply. Can you please take me through the intricate methodological approaches as well as ethical considerations in designing AI-driven decision support systems which is capable of customizing personalized treatment plans in oncology?

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By Pragati Answered 10 months ago

The construction of AI-powered decision support systems for precision oncology care plans would involve integration of diverse data sources, utilization of sophisticated machine learning algorithms, and feature importance analysis accompanied by robust modeling techniques. The ethical considerations identify the prioritization of the patient's autonomy, confident methods and de-identification, using de-identification methods for privacy. Collaborate with oncologists to keep track of the clinical practices with the AI recommendation and engage in a discussion with the ethics committees to understand the evolution of ethical standards of personalized oncology.