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List of Papers
Takanori Yamashita Last modified dateļ¼š2024.04.16

Lecturer / Medical Information Center / Kyushu University Hospital


Papers
1. Oku Y, Toyokawa G, Wakasu S, Kinoshita F, Takamori S, Watanabe K, Haratake N, Nagano T, Kosai K, Takada K, Fujimoto A, Higashijima K, Shiraishi Y, Tanaka K, Takeoka H, Okamoto M, Yamashita T, Shimokawa M, Shoji F, Yamazaki K, Okamoto T, Seto T, Ueda H, Takeo S, Nakashima N, Okamoto I, Takenaka T, Yoshizumi T, Impact of the pretreatment prognostic nutritional index on the survival after first-line immunotherapy in non-small-cell lung cancer patients., Cancer Med, 10.1002/cam4.6110., 14327-14336, 2023.07.
2. Yamashita T, Wakata Y, Nakaguma H, Nohara Y, Hato S, Kawamura S, Muraoka S, Sugita M, Okada M, Nakashima N, Soejima H, Machine learning for classification of postoperative patient status using standardized medical data, Computer Methods and Programs in Biomedicine, https://doi.org/10.1016/j.cmpb.2021.106583, 214, 106583, 1-9, 2022.02.
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4. Park J, Yamashita T, Takada A, Hotta T, Nojiri C, Izukura R, Fujimura Y, Kimura M, Nakayama M, Ohe K, Orii T, Sueoka E, Suzuki T, Yokoi H, Kang D, Nakashima N, Development of Continuous Validation Model on Standard Codes Mapping for Multi-Institutional Collaborative Data-Driven Medical Study, European Journal of Biomedical Informatics, 16, 3, 10-19, 2020.08.
5. Matsumoto K, Nohara Y, Wakata Y, Yamashita T, Kozuma Y, Sugeta R, Yamakawa M, Yamauchi F, Miyashita E, Takezaki T, Yamashiro S, Nishi T, Machida J, Soejima H, Kamouchi M, Nakashima N, Impact of a learning health system on acute care and medical complications after intracerebral hemorrhage, Learning Health Systems, 10.1002/lrh2.10223, 2020.03.
6. Izukura R, Kandabashi T, Wakata Y, Nojiri C, Nohara Y, Yamashita T, Takada A, Park J, Uyama Y, Nakashima N, The Development of an Electronic Phenotyping Algorithm for Identifying Rhabdomyolysis Patients in the MID-NET Database, Medinfo 2019, 1498-1499, 2019.08.
7. Park J, Yamashita T, Takada A, Nojiri C, Izukura R, Nohara Y, Hotta T, Kang D, Nakashima N, Effect of governance functionality for data standardization management of the Medical Information Database Network Project, Medinfo 2019, 1562-1563, 2019.08.
8. Yamashita T, Nakashima N, Hirokawa S, Classification and Feature Extraction for Text-based Drug Incident Report, 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018 Proceedings of 2018 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018, 10.1145/3194480.3194499, 145-149, 2018.03.
9. Onimura N, Yamashita T, Nakashima N, Soejima H, Hirokawa S, Interactive Visualization of Template Graph for Daily Clinical Notes, Proc. of the Eighth International Conference On Advances in Computing, Electronics and Electrical Technology (CEET 2018), 10.15224/978-1-63248-144-3-11, 19-24, 2018.02.
10. Adachi Y, Onimura N, Yamashita T, Hirokawa S, Classification of imbalanced documents by feature selection, 2017 International Conference on Compute and Data Analysis, ICCDA 2017, 10.1145/3093241.3093246, Part F130280, 228-232, 2017.05.
11. Onimura N, Yamashita T, Nakayama N, Soejima H, Hirokawa S, Generation of sentence template graph from SOAP format medical documents, 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016, 10.1109/CSCI.2016.0037, 159-162, 2017.03.
12. Yamashita T, Onimura N, Soejima H, Nakashima N, Hirokawa S, Graph clustering system for text-based records in a clinical pathway, 16th World Congress of Medical and Health Informatics: Precision Healthcare through Informatics, MedInfo 2017 MEDINFO 2017 Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics, 10.3233/978-1-61499-830-3-649, 649-652, 2017.01.
13. Adachi Y, Onimura N, Yamashita T, Hirokawa S, Standard measure and SVM measure for feature selection and their performance effect for text classification, 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016 - Proceedings, 10.1145/3011141.3011190, 262-266, 2016.11.
14. Izukura R, Yamashita T, Nojiri C, Nohara Y, Nakashima N, Data Validation Study for Japanese Sentinel Project, Conference of Asia Pacific Association for Medical Informatics (APAMI2016), 30-30, 2016.11.
15. Yamashita T, Wakata Y, Soejima H, Nakashima N, Hirokawa S, Structuralization of Variance Text Records in Clinical Pathway, Conference of Asia Pacific Association for Medical Informatics (APAMI2016), 85-85, 2016.11.
16. Kubo H, Yamashita T, Wakata Y, Soejima H, Nakashima N, Hirokawa S, Effect of Synonym on Prediction Performance for Postoperative Hospital Stay by Text Mining, Proceedings of The Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB 21st 2016), 409-413, 2016.01.
17. Adachi Y, Yamashita T, Wakata Y, Soejima H, Nakashima N, Hirokawa S, Comparison of SVM and Decision Tree for Prediction of Postoperative Hospital Stay, Proceedings of The Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB 21st 2016), 414-419, 2016.01.
18. Onimura N, Yamashita T, Flanagan B, Hirokawa S, Performance Effect of Feature Selection on Support Vector Machine, Proceedings of The Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB 21st 2016), 420-424, 2016.01.
19. Kubo H, Yamashita T, Flanagan B, Wakata Y, Nakashima N, Soejima H, Hirokawa S, Feature Words to Predict Long Post-Operatively Stay in Semi-structured Medical Records, The Fourth Asian Conference on Information Systems (ACIS2015), 187-188, 2015.10.
20. Yamashita T, Wakata Y, Nakashima N, Hamai S, Nakashima Y, Iwamoto Y, Flanagan B, Hirokawa S, Presumption Model for Postoperative Hospital Days from Operation Records, International Journal of Computer & Information Science, 16, 50-59, 2015.01.
21. Yamashita T, Wakata Y, Hamai S, Nakashima Y, Iwamoto Y, Franagan B, Nakashima N, Hirokawa S, Temporal Relation Extraction in Outcome Variances of Clinical Pathways, 15th World Congress on Health and Biomedical Informatics, MEDINFO 2015 MEDINFO 2015 eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics, 10.3233/978-1-61499-564-7-1077, 2015.01.
22. Yamashita T, Flanagan B, Wakata Y, Hamai S, Nakashima Y, Iwamoto Y, Nakashima N, Hirokawa S, Visualization of key factor relation in clinical pathway, 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, KES 2015 Procedia Computer Science, 10.1016/j.procs.2015.08.139, 60, 1, 342-351, 2015.01.
23. Yamashita T, Wakata Y, Hamai S, Nakashima Y, Iwamoto Y, Flanagan B, Nakashima N, Hirokawa S, Extraction of Key Factors from Operation Records by Support Vector Machine and Feature Selection, Indian Journal of Medical Informatics, 8, 70-71, 2014.11.
24. Yamashita T, Wakata Y, Hamai S, Nakashima Y, Iwamoto Y, Flanagan B, Nakashima N, Hirokawa S, Construction of dominant factor presumption model for postoperative hospital days from operation records, 3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014 Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014, 10.1109/IIAI-AAI.2014.16, 19-24, 2014.01.
25. Yamashita T, Wakata Y, Nakashima N, Hirokawa S, Hamai S, Nakashima Y, Iwamoto Y, Extraction of determinants of postoperative length of stay from operation records, 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014 Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014, 10.1109/IWECA.2014.6845748, 822-827, 2014.01.


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