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ORCIDShusaku Tsumoto
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- affiliation: Shimane University, Japan
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2020 – today
- 2023
[c359]Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano:
Analysis of Medical Incident Reports using Text Mining*. IEEE Big Data 2023: 6057-6062- [c358]Hiroyuki Ikedo, Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano:
Using Hospital Information System Data to Estimate Nursing Care Needs. IEEE Big Data 2023: 6063-6068 - 2022
- [j58]Shusaku Tsumoto
, Tomohiro Kimura, Shoji Hirano:
Expectation-Maximization (EM) Clustering as a Preprocessing Method for Clinical Pathway Mining. Rev. Socionetwork Strateg. 16(1): 25-52 (2022) - [j57]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Order Trajectory Analysis for Monitoring Clinical Process. Rev. Socionetwork Strateg. 16(1): 53-70 (2022) - [c357]Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano:
Similarity Analysis of Order Trajectory for Hospital Management. IEEE Big Data 2022: 6232-6238 - [c356]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada:
Temporal Data Mining in AI-based Patient Navigation Service. IEEE Big Data 2022: 6239-6246 - [e16]Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan:
IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. IEEE 2022, ISBN 978-1-6654-8045-1 [contents] - 2021
- [j56]Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata:
Mining Clinical Process from Hospital Information System: A Granular Computing Approach. Fundam. Informaticae 182(2): 181-218 (2021) - [j55]Shusaku Tsumoto, Tomohirno Kimura, Shoji Hirano:
Determination of Disease from Discharge Summaries. Rev. Socionetwork Strateg. 15(1): 49-66 (2021) - [j54]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Mining Clinical Pathways Using Dual Clustering. Rev. Socionetwork Strateg. 15(2): 287-307 (2021) - [c355]Shusaku Tsumoto:
Granular Computing based Comparison of Agglomerative Clustering. IEEE BigData 2021: 5553-5560 - [c354]Shusaku Tsumoto:
Empirical Rule Induction Methods Selection. IEEE BigData 2021: 5561-5570 - [c353]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Comparison of Clustering Strategies using a Partition Tree. IST 2021: 1-6 - 2020
- [c352]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Automated Dual Clustering for Clinical Pathway Mining*. IEEE BigData 2020: 5387-5396 - [c351]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Order Trajectory Analysis in Hospital Information System*. IEEE BigData 2020: 5397-5404 - [c350]Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais:
Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting. CLAR 2020: 166-183 - [c349]Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto:
How Shoppers Walk and Shop in a Supermarket. ICDM (Workshops) 2020: 114-118 - [c348]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
From Texts to Classification Knowledge. IFIP TC12 ICIS 2020: 173-184 - [c347]Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano:
Mining in Discharge Summaries. JSAI 2020: 61-72
2010 – 2019
- 2019
- [c346]Shoji Hirano, Shusaku Tsumoto:
Mining frequent temporal patterns from medical data based on fuzzy ranged relations. IEEE BigData 2019: 2654-2658 - [c345]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Estimation of Disease Code from Electronic Patient Records. IEEE BigData 2019: 2698-2707 - [c344]Shoji Hirano, Haruko Iwata, Tomohiro Kimura, Shusaku Tsumoto:
Clinical Pathway Generation from Order Histories and Discharge Summaries. ICDM Workshops 2019: 333-340 - [c343]Shusaku Tsumoto, Shoji Hirano:
Granular Rules for Medical Diagnosis. IFSA/NAFIPS 2019: 681-691 - 2018
- [j53]Yingxu Wang, Victor Raskin, Julia Rayz, George Baciu, Aladdin Ayesh, Fumio Mizoguchi, Shusaku Tsumoto, Dilip Patel, Newton Howard:
Cognitive Computing: Methodologies for Neural Computing and Semantic Computing in Brain-Inspired Systems. Int. J. Softw. Sci. Comput. Intell. 10(1): 1-14 (2018) - [c342]Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais:
Argumentation with Goals for Clinical Decision Support in Multimorbidity. AAMAS 2018: 2031-2033 - [c341]Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata:
From Hospital Big Data to Clinical Process: A Granular Computing Approach. IEEE BigData 2018: 2669-2678 - [c340]Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata:
Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries. ICDM Workshops 2018: 470-477 - [c339]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Empirical Comparison of Distances for Agglomerative Hierarchical Clustering. IPMU (2) 2018: 538-548 - [c338]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Clinical Pathway Generation from Hospital Information System. ITQM 2018: 545-553 - [c337]Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata:
Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering. SMC 2018: 1327-1332 - [c336]Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata:
Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering. SMC 2018: 3405-3410 - 2017
- [j52]Yingxu Wang, Lotfi A. Zadeh, Bernard Widrow, Newton Howard, Françoise Beaufays, George Baciu, D. Frank Hsu, Guiming Luo, Fumio Mizoguchi, Shushma Patel, Victor Raskin, Shusaku Tsumoto, Wei Wei, Du Zhang:
Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering. Int. J. Cogn. Informatics Nat. Intell. 11(1): 1-15 (2017) - [c335]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Construction of discharge summaries classifier. IEEE ICCI*CC 2017: 513-519 - [c334]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Mining text for disease diagnosis in hospital information system. IEEE BigData 2017: 1850-1859 - [c333]Shoji Hirano, Shusaku Tsumoto:
Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations. ICDM Workshops 2017: 612-616 - [c332]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Construction of Discharge Summaries Classifier. ICHI 2017: 74-82 - [c331]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Discharge Summaries Classifier. IIH-MSP (2) 2017: 352-360 - [c330]Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano:
Mining Text for Disease Diagnosis. ITQM 2017: 1133-1140 - [c329]Shusaku Tsumoto, Shoji Hirano:
Induction of Rule for Differential Diagnosis. IJCRS (1) 2017: 350-361 - 2016
- [j51]Shusaku Tsumoto, Shoji Hirano:
Multidimensional temporal mining in hospital information system. Int. J. Comput. Intell. Stud. 5(3/4): 317-337 (2016) - [j50]Mei-Hui Wang, Kanta Kurozumi, Mikiko Kawaguchi, Chang-Shing Lee, Hiroshi Tsuji, Shusaku Tsumoto:
Healthy diet assessment mechanism based on fuzzy markup language for Japanese food. Soft Comput. 20(1): 359-376 (2016) - [c328]Shusaku Tsumoto, Shoji Hirano:
Active mining process for software quality estimation. ICCI*CC 2016: 268-274 - [c327]Shusaku Tsumoto, Shoji Hirano:
Construction of linguistic variables based on rule induction and concept hierarchy. ICCI*CC 2016: 516-522 - [c326]Shusaku Tsumoto, Michinori Nakata, Hiroshi Sakai, Chenxi Liu:
A proposal of a privacy-preserving questionnaire by non-deterministic information and its analysis. IEEE BigData 2016: 1956-1965 - [c325]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Construction of clinical pathway from histories of clinical actions in hospital information system. IEEE BigData 2016: 1972-1981 - [c324]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Norio Yoshimoto, Tomohiro Kimura:
Mining process for improvement of clinical process quality. IEEE BigData 2016: 1982-1990 - [c323]Shusaku Tsumoto, Shoji Hirano:
Incremental Updates of Rough Set-Based Probabilistic Rules. CMCSN 2016: 28-31 - [c322]Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
A Data Mining Approach on the Structure of Patient Satisfaction in HCAHPS Databases. ICHI 2016: 311 - [c321]Haruko Iwata, Shusaku Tsumoto, Shoji Hirano:
Dual Clustering for Clinical Care Construction. ICHI 2016: 314 - [c320]Shusaku Tsumoto, Shoji Hirano:
On Behavior of Statistical Indices in Incremental Context. IJCRS 2016: 483-492 - [c319]Shusaku Tsumoto, Shoji Hirano:
Linguistic Variables Construction in Information Table. IJCRS 2016: 493-502 - [c318]Shusaku Tsumoto, Shoji Hirano:
Construction of linguistic variables from data and domain knowledge. SMC 2016: 4519-4524 - 2015
- [j49]Haruko Iwata, Shoji Hirano, Shusaku Tsumoto:
Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System. Fundam. Informaticae 137(2): 237-252 (2015) - [c317]Shusaku Tsumoto, Shoji Hirano:
Mining probabilistic rules using nonmonotonic rule layers. ICCI*CC 2015: 184-191 - [c316]Shusaku Tsumoto, Shoji Hirano:
Analytics for Hospital Management. ASE BD&SI 2015: 15:1-15:6 - [c315]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Dual Clustering and Data Decomposition for Nursing Care Management. ASE BD&SI 2015: 24:1-24:6 - [c314]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Data decomposition and dual clustering for clinical care management. IEEE BigData 2015: 1475-1584 - [c313]Shusaku Tsumoto, Shoji Hirano:
Granular formalization of medical diagnostic process. IEEE BigData 2015: 1608-1614 - [c312]Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in Japan. ICDM Workshops 2015: 336-344 - [c311]Shusaku Tsumoto, Shoji Hirano:
Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine. ICDM Workshops 2015: 365-372 - [c310]Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
The Effects of Waiting Time, Length of Stay, and Hospital Remodeling on the Structure of Patient Satisfaction. ICServ 2015: 287-297 - [c309]Shusaku Tsumoto, Shoji Hirano, Toshihiko Kawamura:
Statistical Estimation of Software Quality in Hospital Information System. ICServ 2015: 341-350 - [c308]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Mining Schedule of Nursing Care Based on Dual-Clustering. ITQM 2015: 1203-1212 - [c307]Shusaku Tsumoto, Shoji Hirano:
Layered Rule Induction. ITQM 2015: 1213-1220 - [c306]Takahiro Suzuki, Shunsuke Doi, Yutaka Hatakeyama, Masayuki Honda, Yasushi Matsumura, Gen Shimada, Mitsuhiro Takasaki, Shusaku Tsumoto, Hideto Yokoi, Katsuhiko Takabayashi:
Clinical application of the integrated multicenter discharge summary database. MedInfo 2015: 1120 - [c305]Shusaku Tsumoto, Shoji Hirano:
Formalization of Medical Diagnostic Rules. RSFDGrC 2015: 24-35 - 2014
- [j48]Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto:
Similarity-based behavior and process mining of medical practices. Future Gener. Comput. Syst. 33: 21-31 (2014) - [j47]Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto:
Estimation of Service Quality of a Hospital Information System Using a Service Log. Rev. Socionetwork Strateg. 8(2): 53-68 (2014) - [c304]Shusaku Tsumoto, Shoji Hirano:
Incremental rule induction based on updates of statistical indices. ICCI*CC 2014: 408-415 - [c303]Shusaku Tsumoto, Shoji Hirano:
Formal analysis of cross-validation for rule induction using probabilistic indices. ICCI*CC 2014: 416-423 - [c302]Shusaku Tsumoto, Shoji Hirano:
Formal analysis of cross-validation based on decremental sampling scheme. GrC 2014: 298-303 - [c301]Shusaku Tsumoto, Shoji Hirano:
Probabilistic rule induction based on incremental sampling scheme. GrC 2014: 304-309 - [c300]Shusaku Tsumoto, Shoji Hirano:
Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management. GrC 2014: 310-315 - [c299]Shoji Hirano, Shusaku Tsumoto:
Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR. ICDM Workshops 2014: 284-288 - [c298]Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto:
Data Mining-Based Service Quality Estimation in Hospital Information System. ICDM Workshops 2014: 289-295 - [c297]Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases. ICDM Workshops 2014: 328-337 - [c296]Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
Exploratory Analysis of Factors of Patient Satisfaction in HCAHPS Databases. ICServ 2014: 229-244 - [c295]Haruko Iwata, Shoji Hirano, Shusaku Tsumoto:
Construction of Clinical Pathway based on Similarity-based Mining in Hospital Information System. ITQM 2014: 1107-1115 - [c294]Shoji Hirano, Shusaku Tsumoto:
Mining Typical Order Sequences from EHR for Building Clinical Pathways. PAKDD Workshops 2014: 39-49 - [c293]Shusaku Tsumoto, Shoji Hirano:
Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme. RSEISP 2014: 225-236 - [c292]Shoji Hirano, Shusaku Tsumoto:
Visualizing dynamics of patients in hospitals using devise locations. SMC 2014: 2547-2550 - [c291]Shusaku Tsumoto, Shoji Hirano:
Formal analysis of leave-one out method based on decremental sampling scheme. SMC 2014: 2780-2785 - [c290]Shusaku Tsumoto, Shoji Hirano:
Homological analysis of statistical dependence. SMC 2014: 2786-2791 - [c289]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Towards Data-Oriented Schedule Management in Hospital. SRII Global Conference 2014: 181-190 - [c288]Shusaku Tsumoto, Shoji Hirano:
Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme. WI-IAT (1) 2014: 371-378 - [c287]Shusaku Tsumoto, Shoji Hirano:
Formal Analysis of Statistical Dependence Based Homological Algebra. WI-IAT (1) 2014: 379-385 - 2013
- [j46]Shusaku Tsumoto, Shoji Hirano:
Incremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers. Fundam. Informaticae 127(1-4): 209-223 (2013) - [j45]Yingxu Wang, Gabriele Fariello, Marina L. Gavrilova, Witold Kinsner, Fumio Mizoguchi, Shushma Patel, Dilip Patel, Fernando L. Pelayo, Victor Raskin, Duane F. Shell, Shusaku Tsumoto:
Perspectives on Cognitive Computers and Knowledge Processors. Int. J. Cogn. Informatics Nat. Intell. 7(3): 1-24 (2013) - [j44]Shusaku Tsumoto, Shoji Hirano:
Combinatorics of Information Granule in Contingency Table. Int. J. Intell. Syst. 28(9): 892-906 (2013) - [j43]Shusaku Tsumoto, Shoji Hirano:
Combinatorics in Pearson residuals. Int. J. Knowl. Eng. Soft Data Paradigms 4(1): 72-84 (2013) - [j42]Shusaku Tsumoto:
Special issue on challenges in knowledge discovery and data mining. J. Intell. Inf. Syst. 41(1): 1-4 (2013) - [j41]Shoji Hirano, Shusaku Tsumoto:
Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility. J. Intell. Inf. Syst. 41(1): 61-71 (2013) - [j40]Eisuke Hanada, Takato Kudou, Shusaku Tsumoto:
Installation of Secure, Always Available Wireless LAN Systems as a Component of the Hospital Communication Infrastructure. J. Medical Syst. 37(3): 9939 (2013) - [c286]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Granularity-based mining for construction of nursing care plan. ICCI*CC 2013: 282-291 - [c285]Guo-Cheng Lan, Tzung-Pei Hong, Pei-Shan Wu, Shusaku Tsumoto:
Mining hierarchical temporal association rules in a publication database. ICCI*CC 2013: 503-508 - [c284]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Mining nursing care plan from data extracted from hospital information system. ASONAM 2013: 956-961 - [c283]Shoji Hirano, Shusaku Tsumoto:
Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways. BIBM 2013: 31-32 - [c282]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Granularity-based temporal data mining in hospital information system. IEEE BigData 2013: 32-40 - [c281]Haruko Iwata, Shoji Hirano, Shusaku Tsumoto:
Mining Clinical Pathway Based on Clustering and Feature Selection. Brain and Health Informatics 2013: 237-245 - [c280]Shusaku Tsumoto, Shoji Hirano:
Incremental Induction of Medical Diagnostic Rules. Brain and Health Informatics 2013: 409-417 - [c279]Haruko Iwata, Shusaku Tsumoto, Shoji Hirano:
Clinical schedule management based on granularity-based mining. CYBCONF 2013: 237-242 - [c278]Kanta Kurozumi, Shun-Teng Lan, Mei-Hui Wang, Chang-Shing Lee, Mikiko Kawaguchi, Shusaku Tsumoto, Hiroshi Tsuji:
FML-based Japanese diet assessment system. FUZZ-IEEE 2013: 1-6 - [c277]Shusaku Tsumoto, Shoji Hirano:
Evaluation of set-based indices based on incremental sampling framework. FUZZ-IEEE 2013: 1-8 - [c276]Shusaku Tsumoto, Shoji Hirano:
Algebraic analysis of statistical dependence. GrC 2013: 303-308 - [c275]Shusaku Tsumoto, Shoji Hirano:
Incremental induction of medical diagnostic rules. GrC 2013: 309-314 - [c274]Haruko Iwata, Shusaku Tsumoto, Shoji Hirano:
Data mining based clinical care plan construction. iCAST/UMEDIA 2013: 286-292 - [c273]Shoji Hirano, Shusaku Tsumoto:
Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates. ICDM Workshops 2013: 206-210 - [c272]Haruko Iwata, Shusaku Tsumoto, Shoji Hirano:
Clinical Schedule Management Using Similarity-Based Mining Methods. ICHI 2013: 396-405 - [c271]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Data-Oriented Maintenance of Schedule Management of Nursing Care. ICServ 2013: 169-177 - [c270]Eisuke Hanada, Takato Kudou, Shusaku Tsumoto:
Ensuring the Security and Availability of a Hospital Wireless LAN System. MedInfo 2013: 166-170 - [c269]Takahiro Suzuki, Shunsuke Doi, Shinsuke Fujita, Yutaka Hatakeyama, Masayuki Honda, Yasushi Matsumura, Gen Shimada, Mitsuhiro Takasaki, Shusaku Tsumoto, Hideto Yokoi, Katsuhiko Takabayashi:
Construction of the Integrated Multicentre Discharge Summary Database. MedInfo 2013: 1064 - [c268]Shusaku Tsumoto, Hidenao Abe:
Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach. PAKDD Workshops 2013: 234-246 - [c267]Shusaku Tsumoto, Shoji Hirano:
Evaluation of Incremental Change of Set-Based Indices. RSKT 2013: 188-199 - [c266]Shusaku Tsumoto, Shoji Hirano:
Incremental Induction of Probabilistic Rules Based on Incremental Sampling Scheme. SMC 2013: 812-817 - [c265]Shoji Hirano, Shusaku Tsumoto:
Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences. SMC 2013: 3425-3429 - [c264]Shusaku Tsumoto, Shoji Hirano, Haruko Iwata:
Mining Clinical Pathway Using Clustering and Rule Induction. SMC 2013: 4860-4865 - [p14]Andrzej Skowron,