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Research Output 1990 2019

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Conference contribution
2019

Effect of governance functionality for data standardization management of the medical information database network project

Park, J., Yamashita, T., Takada, A., Nojiri, C., Izukura, R., Nohara, Y., Hotta, T., Kang, D. & Nakashima, N., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1562-1563 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Services
Standardization
Databases
Names
Japan

Portable health clinic: An advanced tele-healthcare system for unreached communities

Islam, R., Nohara, Y., Rahman, M. J., Sultana, N., Ahmed, A. U. & Nakashima, N., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 616-619 4 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Delivery of Health Care
Bangladesh
Telemedicine
Workload

The development of an electronic phenotyping algorithm for identifying rhabdomyolysis patients in the Mid-NEt database

Izukura, R., Kandabashi, T., Wakata, Y., Nojiri, C., Nohara, Y., Yamashita, T., Takada, A., Park, J., Uyama, Y. & Nakashima, N., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1498-1499 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rhabdomyolysis
Databases
Area Under Curve
Learning systems
Epidemiologic Studies
2018
1 Citation (Scopus)

Classification and feature extraction for text-based drug incident report

Yamashita, T., Nakashima, N. & Hirokawa, S., Mar 12 2018, Proceedings of 2018 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018. Association for Computing Machinery, p. 145-149 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction

Interpretable Machine Learning Techniques for Causal Inference Using Balancing Scores as Meta-features

Nohara, Y., Iihara, K. & Nakashima, N., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4042-4045 4 p. 8513026. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Learning algorithms
Area Under Curve
Decision Making
Decision making
2017

Extracting predictive indicator for prognosis of cerebral infarction using machine learning techniques

Nohara, Y., Matsumoto, K. & Nakashima, N., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cerebral Infarction
Decision trees
Learning systems
Decision Trees
Globulins
1 Citation (Scopus)

Graph clustering system for text-based records in a clinical pathway

Yamashita, T., Onimura, N., Soejima, H., Nakashima, N. & Hirokawa, S., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 649-652 4 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic medical equipment
Critical Pathways
Analog to digital conversion
Standardization
Medical Records

Prediction and factor extraction of drug function by analyzing medical records in developing countries

Hu, M., Nohara, Y., Nakamura, M. & Nakashima, N., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Dongsheng, Z., Gundlapalli, A. V. & Marie-Christine, J. (eds.). IOS Press, p. 403-407 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Developing countries
Developing Countries
Medical Records
Health
Bangladesh
2016
1 Citation (Scopus)

Predicting daily nursing load from nurses' activity logs and patients' medical records

Inoue, S., Sugiyama, Y., Isoda, T., Nohara, Y., Shirouzu, M. & Nakashima, N., Sep 12 2016, UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 89-92 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nursing
Orthopedics
Surgery
2015
3 Citations (Scopus)

Experiment for nursing activity analysis using mobile sensors and proximity sensors

Isoda, T., Sugiyama, Y., Nohara, Y., Hirata, M., Inoue, S., Machida, K., Shirouzu, M. & Nakashima, N., Sep 7 2015, UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 153-156 4 p. (UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proximity sensors
Nursing
Sensors
Experiments
Infrared radiation

Improvement of Hemoglobin with Repeated Health Checks among Women in Bangladesh

Nishikitani, M., Nohara, Y., Ghosh, P., Islam Maruf, R., Ahmed, A. U. & Nakashima, N., Jan 1 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bangladesh
Hemoglobin
Hemoglobins
Health
Health Personnel
3 Citations (Scopus)

Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation

Nohara, Y., Wakata, Y. & Nakashima, N., Jan 1 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Biomedical Research
Machine Learning
27 Citations (Scopus)

Mobile activity recognition for a whole day: Recognizing real nursing activities with big dataset

Inoue, S., Ueda, N., Nohara, Y. & Nakashima, N., Sep 7 2015, UbiComp 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 1269-1280 12 p. (UbiComp 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nursing
Data mining
Importance sampling
Learning systems
Sensors
1 Citation (Scopus)

Mobile Healthcare System for Health Checkups and Telemedicine in Post-Disaster Situations

Hu, M., Sugimoto, M., Rebeiro Hargrave, A., Nohara, Y., Moriyama, M., Ahmed, A. U., Shimizu, S. & Nakashima, N., Jan 1 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, p. 79-83 5 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telemedicine
Disasters
Turnaround time
Health
Delivery of Health Care
4 Citations (Scopus)

Predictive approaches for low-cost preventive medicine program in developing countries

Baba, Y., Kashima, H., Nohara, Y., Kai, E., Ghosh, P., Islam, R., Ahmed, A. U., Kuroda, M., Inoue, S., Hiramatsu, T., Kimura, M., Shimizu, S., Kobayashi, K., Tsuda, K., Sugiyama, M., Blondel, M., Ueda, N., Kitsuregawa, M. & Nakashima, N., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1681-1690 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Developing countries
Medicine
Health
Costs
Learning systems

Temporal Relation Extraction in Outcome Variances of Clinical Pathways

Yamashita, T., Wakata, Y., Hamai, S., Nakashima, Y., Iwamoto, Y., Franagan, B., Nakashima, N. & Hirokawa, S., Jan 1 2015, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Georgiou, A., Sarkar, I. N. & de Azevedo Marques, P. M. (eds.). IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 216).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical Pathways
Hospitalization
2014
1 Citation (Scopus)

Applicability of portable health clinic to ageing society

Ahmed, A., Rebeiro-Hargrave, A., Islam, R., Inoue, S. & Nakashima, N., Jan 1 2014, Distributed, Ambient, and Pervasive Interactions - Second International Conference, DAPI 2014, Held as Part of HCI International 2014, Proceedings. Springer Verlag, p. 533-544 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8530 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Aging of materials
Risk Factors
Disability
Healthcare

Construction of dominant factor presumption model for postoperative hospital days from operation records

Yamashita, T., Wakata, Y., Hamai, S., Nakashima, Y., Iwamoto, Y., Flanagan, B., Nakashima, N. & Hirokawa, S., Sep 29 2014, Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. 6913260. (Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health care
Support vector machines
Feature extraction
Feedback
8 Citations (Scopus)

Empowering the healthcare worker using the portable health clinic

Kai, E., Rebeiro-Hargrave, A., Inoue, S., Nohara, Y., Maruf, R. I., Nakashima, N. & Ahmed, A. U., 2014, Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications, IEEE AINA 2014. Institute of Electrical and Electronics Engineers Inc., p. 759-764 6 p. 6838740

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Association rules
Decision support systems
Sensors
mHealth

Evolving health consultancy by predictive caravan health sensing in developing countries

Kai, E., Inoue, S., Taniguchi, A., Nohara, Y., Ahmed, A. U., Nakashima, N. & Kitsuregawa, M., 2014, UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 1225-1232 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Developing countries
Health
Learning systems
Costs
Experiments

Extraction of determinants of postoperative length of stay from operation records

Yamashita, T., Wakata, Y., Nakashima, N., Hirokawa, S., Hamai, S., Nakashima, Y. & Iwamoto, Y., Jan 1 2014, Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014. IEEE Computer Society, p. 822-827 6 p. 6845748. (Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Arthroplasty
Regression analysis
Support vector machines
Logistics
1 Citation (Scopus)

Reverse standardization from public e-health service

Kuroda, M., Akaoka, Y., Koga, Y., Nohara, Y., Nakashima, N., Ghosh, P. P., Maruf, R. I. & Ahmed, A. U., Jan 1 2014, Proceedings of the 2014 ITU Kaleidoscope Academic Conference: Living in a Converged World - Impossible Without Standards?, K 2014. IEEE Computer Society, p. 135-142 8 p. 6858490. (Proceedings of the 2014 ITU Kaleidoscope Academic Conference: Living in a Converged World - Impossible Without Standards?, K 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Standardization
Health
Public health
Telemedicine
Ecosystems
2013
4 Citations (Scopus)

An affordable, usable and sustainable preventive healthcare system for unreached people in Bangladesh

Nakashima, N., Nohara, Y., Ahamed, A., Kuroda, M., Inoue, S., Ghosh, P. P., Islam, R., Hiramatsu, T., Kobayashi, K., Inoguchi, T. & Kitsuregawa, M., Jan 1 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Public Health Informatics
Preventive Health Services
Healthcare Disparities
Telemedicine
Health Services Accessibility
1 Citation (Scopus)

Capturing nursing interactions from mobile sensor data and in-room sensors

Inoue, S., Hayashida, K., Nakamura, M., Nohara, Y. & Nakashima, N., Aug 1 2013, Design, User Experience, and Usability: User Experience in Novel Technological Environments - Second International Conference, DUXU 2013, Held as Part of HCI International 2013, Proceedings. PART 3 ed. p. 280-289 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8014 LNCS, no. PART 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nursing
Sensor
Sensors
Interaction
Accelerometer
5 Citations (Scopus)

Evaluation of 'Portable Health Clinic' with BAN standard for 10K subjects in Bangladesh

Nakashima, N., Hiramatsu, T., Ghosh, P. P., Islam, R., Kobayashi, K. & Inoguchi, T., Oct 31 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 1672-1675 4 p. 6609839. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bangladesh
Health
Urine
Disasters
Equipment and Supplies
10 Citations (Scopus)

Portable health clinic: A pervasive way to serve the unreached community for preventive healthcare

Ahmed, A. U., Inoue, S., Kai, E., Nakashima, N. & Nohara, Y., Aug 7 2013, Distributed, Ambient, and Pervasive Interactions - First International Conference, DAPI 2013, Held as Part of HCI International 2013, Proceedings. p. 265-274 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8028 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Healthcare
Health
Mobile phones
Mobile Phone
Developing countries

Storing health data in JPEG: Looking at Exif area capacity limits

Hiramatsu, T., Nohara, Y. & Nakashima, N., Jan 1 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Equipment and Supplies
Information Storage and Retrieval
Blood pressure
Microcomputers
2008
2 Citations (Scopus)

eService innovation and sensor based healthcare

Sudoh, O., Inoue, S. & Nakashima, N., Sep 1 2008, Towards Sustainable Society on Ubiquitous Networks: The 8th IFIP Conference on e-Business, e-Services, and e-Society (I3E 2008), September 24-16, 2008, Tokyo, Japan. Oya, M., Uda, R. & Yasunobu, C. (eds.). p. 1-14 14 p. (IFIP International Federation for Information Processing; vol. 286).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Innovation
E-services
Healthcare
Sensor
Sensor networks
2007
7 Citations (Scopus)

A japanese model of disease management

Nakashima, N., Kobayashi, K., Inoguchi, T., Nishida, D., Tanaka, N., Nakazono, H., Hoshino, A., Soejima, H., Takayanagi, R. & Nawata, H., Jan 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. IOS Press, p. 1174-1178 5 p. (Studies in Health Technology and Informatics; vol. 129).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Primary Prevention
Disease Management
Tertiary Prevention
Critical Pathways
Patient Dropouts

A japanese model of disease management

Nakashima, N., Kobayashi, K., Inoguchi, T., Nishida, D., Tanaka, N., Nakazono, H., Hoshino, A., Soejima, H., Takayanagi, R. & Nawata, H., Dec 1 2007, MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics: Building Sustainable Health Systems. Vol. 129. p. 1174-1178 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Primary Prevention
Disease Management
Tertiary Prevention
Critical Pathways
Patient Dropouts
43 Citations (Scopus)

A remote surgery experiment between Japan and Thailand over Internet using a low latency CODEC system

Arata, J., Takahashi, H., Pitakwatchara, P., Warisawa, S. N. I., Tanoue, K., Konishi, K., Ieiri, S., Shimizu, S., Nakashima, N., Okamura, K., Fujino, Y., Ueda, Y., Chotiwanll, P., Mitsuishit, M. & Hashizume, M., Nov 27 2007, 2007 IEEE International Conference on Robotics and Automation, ICRA'07. p. 953-959 7 p. 4209212. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surgery
Internet
Time delay
Experiments
Data communication systems
2006
27 Citations (Scopus)

A remote surgery experiment between Japan-Korea using the minimally invasive surgical system

Arata, J., Takahashi, H., Pitakwatchara, P., Warisawa, S., Konishi, K., Tanoue, K., Ieiri, S., Shimizu, S., Nakashima, N., Okamura, K., Kim, Y. S., Kim, S. M., Hahm, J. S., Hashizume, M. & Mitsuishi, M., Dec 27 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, ICRA 2006. p. 257-262 6 p. 1641193. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surgery
Experiments
Internet
Submarine cables
Optical cables
2005
7 Citations (Scopus)

Telemedicine with digital video transport system in Asia -Pacific area

Nakashima, N., Okamura, K., Hahm, J. S., Kim, Y. W., Mizushima, H., Tatsumi, H., Moon, B. I., Han, H. S., Park, Y. J., Lee, J. H., Youm, S. K., Kang, C. H. & Shimizu, S., Dec 1 2005, Proceedings - 19th International Conference on Advanced Information Networking and Applications, AINA 2005. p. 253-257 5 p. 1423501. (Proceedings - International Conference on Advanced Information Networking and Applications, AINA; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telemedicine
Broadcasting
Surgery
Internet