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Early experience with Watson for oncology in Korean patients with colorectal cancer

BACKGROUND: Watson for oncology (WFO) is a cognitive computing system providing decision support. We evaluated the concordance rates between the treatment options determined by WFO and those determined by a multidisciplinary team (MDT). METHODS: We reviewed the medical charts of patients diagnosed w...

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Autores principales: Kim, Eui Joo, Woo, Hyun Sun, Cho, Jae Hee, Sym, Sun Jin, Baek, Jeong-Heum, Lee, Won-Suk, Kwon, Kwang An, Kim, Kyoung Oh, Chung, Jun-Won, Park, Dong Kyun, Kim, Yoon Jae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6433269/
https://www.ncbi.nlm.nih.gov/pubmed/30908530
http://dx.doi.org/10.1371/journal.pone.0213640
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author Kim, Eui Joo
Woo, Hyun Sun
Cho, Jae Hee
Sym, Sun Jin
Baek, Jeong-Heum
Lee, Won-Suk
Kwon, Kwang An
Kim, Kyoung Oh
Chung, Jun-Won
Park, Dong Kyun
Kim, Yoon Jae
author_facet Kim, Eui Joo
Woo, Hyun Sun
Cho, Jae Hee
Sym, Sun Jin
Baek, Jeong-Heum
Lee, Won-Suk
Kwon, Kwang An
Kim, Kyoung Oh
Chung, Jun-Won
Park, Dong Kyun
Kim, Yoon Jae
author_sort Kim, Eui Joo
collection PubMed
description BACKGROUND: Watson for oncology (WFO) is a cognitive computing system providing decision support. We evaluated the concordance rates between the treatment options determined by WFO and those determined by a multidisciplinary team (MDT). METHODS: We reviewed the medical charts of patients diagnosed with colorectal cancer who visited the MDT at a single tertiary medical center from November 2016 to April 2017. WFO classified the treatment options for specific patients into three categories: ‘Recommended’, ‘For consideration’, and ‘Not recommended’. Concordance rates between the WFO- and MDT-determined chemotherapy options, and the factors that potentially influence the concordance rate, were analyzed. RESULTS: Sixty-nine patients with colorectal cancer met with the MDT from Nov. 2016 to Feb. 2017. The mean age of the patients was 62 years (range: 34–86 years), and more patients were male (47/69) than female. Of the 69 patients, 51 (73.9%) were diagnosed with colon cancer, of whom 46.4% received the same regimen recommendation from WFO (‘Recommended’) as they did from the MDT. After inclusion of the ‘For consideration’ category from WFO, the concordance rate increased to 87.0%. The concordance rate between MDT and NCCN guidelines was 97.1%, and that between the WFO and NCCN guidelines was 88.4%. The concordance rates between WFO and MDT were significantly lower in patients with stage II, IIIC, or IV disease (P<0.001), and the colorectal cancer stage was the only statistically significant factor discriminating between WFO and MDT. CONCLUSIONS: The concordance rate between chemotherapy regimens for colorectal cancer determined by MDT versus WFO recommendations was 46.4%. After including the ‘For consideration’ category from WFO, the concordance rate increased to 88.4%. Further modification and improvement of the WFO prioritizing algorithm used to recommend treatment may increase the usefulness of WFO in the clinic.
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spelling pubmed-64332692019-04-08 Early experience with Watson for oncology in Korean patients with colorectal cancer Kim, Eui Joo Woo, Hyun Sun Cho, Jae Hee Sym, Sun Jin Baek, Jeong-Heum Lee, Won-Suk Kwon, Kwang An Kim, Kyoung Oh Chung, Jun-Won Park, Dong Kyun Kim, Yoon Jae PLoS One Research Article BACKGROUND: Watson for oncology (WFO) is a cognitive computing system providing decision support. We evaluated the concordance rates between the treatment options determined by WFO and those determined by a multidisciplinary team (MDT). METHODS: We reviewed the medical charts of patients diagnosed with colorectal cancer who visited the MDT at a single tertiary medical center from November 2016 to April 2017. WFO classified the treatment options for specific patients into three categories: ‘Recommended’, ‘For consideration’, and ‘Not recommended’. Concordance rates between the WFO- and MDT-determined chemotherapy options, and the factors that potentially influence the concordance rate, were analyzed. RESULTS: Sixty-nine patients with colorectal cancer met with the MDT from Nov. 2016 to Feb. 2017. The mean age of the patients was 62 years (range: 34–86 years), and more patients were male (47/69) than female. Of the 69 patients, 51 (73.9%) were diagnosed with colon cancer, of whom 46.4% received the same regimen recommendation from WFO (‘Recommended’) as they did from the MDT. After inclusion of the ‘For consideration’ category from WFO, the concordance rate increased to 87.0%. The concordance rate between MDT and NCCN guidelines was 97.1%, and that between the WFO and NCCN guidelines was 88.4%. The concordance rates between WFO and MDT were significantly lower in patients with stage II, IIIC, or IV disease (P<0.001), and the colorectal cancer stage was the only statistically significant factor discriminating between WFO and MDT. CONCLUSIONS: The concordance rate between chemotherapy regimens for colorectal cancer determined by MDT versus WFO recommendations was 46.4%. After including the ‘For consideration’ category from WFO, the concordance rate increased to 88.4%. Further modification and improvement of the WFO prioritizing algorithm used to recommend treatment may increase the usefulness of WFO in the clinic. Public Library of Science 2019-03-25 /pmc/articles/PMC6433269/ /pubmed/30908530 http://dx.doi.org/10.1371/journal.pone.0213640 Text en © 2019 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kim, Eui Joo
Woo, Hyun Sun
Cho, Jae Hee
Sym, Sun Jin
Baek, Jeong-Heum
Lee, Won-Suk
Kwon, Kwang An
Kim, Kyoung Oh
Chung, Jun-Won
Park, Dong Kyun
Kim, Yoon Jae
Early experience with Watson for oncology in Korean patients with colorectal cancer
title Early experience with Watson for oncology in Korean patients with colorectal cancer
title_full Early experience with Watson for oncology in Korean patients with colorectal cancer
title_fullStr Early experience with Watson for oncology in Korean patients with colorectal cancer
title_full_unstemmed Early experience with Watson for oncology in Korean patients with colorectal cancer
title_short Early experience with Watson for oncology in Korean patients with colorectal cancer
title_sort early experience with watson for oncology in korean patients with colorectal cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6433269/
https://www.ncbi.nlm.nih.gov/pubmed/30908530
http://dx.doi.org/10.1371/journal.pone.0213640
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