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Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma

BACKGROUND: IBM’s Watson for Oncology (WFO) is an artificial intelligence tool that trains by acquiring data from the Memorial Sloan Kettering Cancer Center and learns from test cases and experts. This study aimed to analyze the adequacy and effectiveness of WFO in determining the treatment method f...

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Autores principales: Yun, Hyeok Jun, Kim, Hee Jun, Kim, Soo Young, Lee, Yong Sang, Lim, Chi Young, Chang, Hang-Seok, Park, Cheong Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7968416/
https://www.ncbi.nlm.nih.gov/pubmed/33746898
http://dx.doi.org/10.3389/fendo.2021.585364
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author Yun, Hyeok Jun
Kim, Hee Jun
Kim, Soo Young
Lee, Yong Sang
Lim, Chi Young
Chang, Hang-Seok
Park, Cheong Soo
author_facet Yun, Hyeok Jun
Kim, Hee Jun
Kim, Soo Young
Lee, Yong Sang
Lim, Chi Young
Chang, Hang-Seok
Park, Cheong Soo
author_sort Yun, Hyeok Jun
collection PubMed
description BACKGROUND: IBM’s Watson for Oncology (WFO) is an artificial intelligence tool that trains by acquiring data from the Memorial Sloan Kettering Cancer Center and learns from test cases and experts. This study aimed to analyze the adequacy and effectiveness of WFO in determining the treatment method for patients with thyroid carcinoma. MATERIALS AND METHODS: We retrospectively enrolled 50 patients with thyroid cancer who underwent surgery in 2018 and entered their clinical data into WFO. The WFO treatment recommendations were compared with the surgical procedures and recommended treatments performed according to the Korean Thyroid Endocrine Surgery Association guidelines. RESULTS: The overall concordance rate between WFO-recommended treatments and actual surgical treatments was 48%, and for patients with stage I, II, and III disease, these rates were 52.4, 50, and 16.7%, respectively. A lower concordance rate was observed with respect to treatment for advanced thyroid cancer. CONCLUSION: WFO is a useful clinical aid but must be used with caution. A surgeon’s decision takes precedence over WFO recommendations in the treatment of advanced thyroid cancer.
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spelling pubmed-79684162021-03-18 Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma Yun, Hyeok Jun Kim, Hee Jun Kim, Soo Young Lee, Yong Sang Lim, Chi Young Chang, Hang-Seok Park, Cheong Soo Front Endocrinol (Lausanne) Endocrinology BACKGROUND: IBM’s Watson for Oncology (WFO) is an artificial intelligence tool that trains by acquiring data from the Memorial Sloan Kettering Cancer Center and learns from test cases and experts. This study aimed to analyze the adequacy and effectiveness of WFO in determining the treatment method for patients with thyroid carcinoma. MATERIALS AND METHODS: We retrospectively enrolled 50 patients with thyroid cancer who underwent surgery in 2018 and entered their clinical data into WFO. The WFO treatment recommendations were compared with the surgical procedures and recommended treatments performed according to the Korean Thyroid Endocrine Surgery Association guidelines. RESULTS: The overall concordance rate between WFO-recommended treatments and actual surgical treatments was 48%, and for patients with stage I, II, and III disease, these rates were 52.4, 50, and 16.7%, respectively. A lower concordance rate was observed with respect to treatment for advanced thyroid cancer. CONCLUSION: WFO is a useful clinical aid but must be used with caution. A surgeon’s decision takes precedence over WFO recommendations in the treatment of advanced thyroid cancer. Frontiers Media S.A. 2021-03-03 /pmc/articles/PMC7968416/ /pubmed/33746898 http://dx.doi.org/10.3389/fendo.2021.585364 Text en Copyright © 2021 Yun, Kim, Kim, Lee, Lim, Chang and Park http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Yun, Hyeok Jun
Kim, Hee Jun
Kim, Soo Young
Lee, Yong Sang
Lim, Chi Young
Chang, Hang-Seok
Park, Cheong Soo
Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title_full Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title_fullStr Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title_full_unstemmed Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title_short Adequacy and Effectiveness of Watson For Oncology in the Treatment of Thyroid Carcinoma
title_sort adequacy and effectiveness of watson for oncology in the treatment of thyroid carcinoma
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7968416/
https://www.ncbi.nlm.nih.gov/pubmed/33746898
http://dx.doi.org/10.3389/fendo.2021.585364
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