Dynamic, personalized dose selection platform, CURATE.AI, in patients with solid tumors: case series and pilot feasibility trial

Author:

Sundar Raghav1ORCID,Blasiak Agata2,Truong Anh2ORCID,Tan Lester2ORCID,Kumar Kirthika Senthil2,Tan Shi Bei2ORCID,Teo Chong Boon2,Tan Benjamin2,Tadeo Xavier2ORCID,Tan Hon Lyn3,Chee Cheng Ean4,Yong Wei5,Ho Dean2ORCID

Affiliation:

1. National University Cancer Institute Singapore

2. National University of Singapore

3. National University Cancer Institute (NCIS)

4. National University of Singapore, National University Hospital

5. National University Singapore and National University Health System

Abstract

Abstract

In oncology, the conventional reliance on maximum tolerated doses (MTD) strategy for chemotherapy may not optimize treatment outcomes for individual patients. Artificial intelligence (AI) holds promise to support treatment personalization strategies. In this study we present the experience of feasibility testing of CURATE.AI for individualized dose optimization of capecitabine in the treatment of 10 patients with advanced solid tumors at/for treatment with single-agent capecitabine, capecitabine in combination with oxaliplatin (XELOX), or capecitabine in combination with irinotecan (XELIRI) recruited under PRECISE CURATE.AI trial. CURATE.AI is an AI-derived platform that utilizes a patient’s own, small dataset to dynamically personalize only their own dose recommendations. This case series highlights the logistical and scientific feasibility of providing dynamically personalized AI-derived chemotherapy dose recommendations in the setting of a prospective clinical trial.

Publisher

Research Square Platform LLC

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3