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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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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. |
format | Online Article Text |
id | pubmed-6433269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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