Yasunobu Nohara

According to our database, Yasunobu Nohara authored at least 45 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data.

Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi, Yohei Takayama, Takanori Yamashita, Hidehisa Soejima, Naoki Nakashima

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

Explanation of Machine Learning Models of Colon Cancer Using SHAP Considering Interaction Effects.

Yasunobu Nohara, Toyoshi Inoguchi, Chinatsu Nojiri, Naoki Nakashima

CoRR, 2022

Machine learning for classification of postoperative patient status using standardized medical data.

Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima

Comput. Methods Programs Biomed., 2022

Explanation of machine learning models using shapley additive explanation and application for real data in hospital.

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima

Comput. Methods Programs Biomed., 2022

2021

Portable health clinic for sustainable care of mothers and newborns in rural Bangladesh.

Kimiyo Kikuchi, Yoko Sato, Rieko Izukura, Mariko Nishikitani, Kiyoko Kato, Seiichi Morokuma, Meherun Nessa, Yasunobu Nohara, Fumihiko Yokota, Ashir Ahmed, Rafiqul Islam Maruf, Naoki Nakashima

Comput. Methods Programs Biomed., 2021

CNN Based Hierarchical Intracerebral Hematoma Region Extraction Method in Head Thick-Slice CT Images.

Kazunori Oka, Daisuke Fujita, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Koji Iihara, Syoji Kobashi

Proceedings of the International Conference on Machine Learning and Cybernetics, 2021

Predictors of Intracerebral Hematoma Enlargement Using Brain CT Images in Emergency Medical Care.

Kazunori Oka, Takumi Hirahara, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Syoji Kobashi, Koji Iihara

Proceedings of the 5th IEEE International Conference on Cybernetics, 2021

2019

Effect of Governance Functionality for Data Standardization Management of the Medical Information Database Network Project.

Jinsang Park, Takanori Yamashita, Atsushi Takada, Chinatsu Nojiri, Rieko Izukura, Yasunobu Nohara, Taeko Hotta, Dongchon Kang, Naoki Nakashima

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

The Development of an Electronic Phenotyping Algorithm for Identifying Rhabdomyolysis Patients in the MID-NET Database.

Rieko Izukura, Tadashi Kandabashi, Yoshifumi Wakata, Chinatsu Nojiri, Yasunobu Nohara, Takanori Yamashita, Atsushi Takada, Jinsang Park, Yoshiaki Uyama, Naoki Nakashima

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Portable Health Clinic: An Advanced Tele-Healthcare System for Unreached Communities.

Rafiqul Islam, Yasunobu Nohara, Md Jiaur Rahman, Nazneen Sultana, Ashir Ahmed, Naoki Nakashima

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Explanation of Machine Learning Models Using Improved Shapley Additive Explanation.

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018

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

Yasunobu Nohara, Koji Iihara, Naoki Nakashima

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques.

Yasunobu Nohara, Koutarou Matsumoto, Naoki Nakashima

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Prediction and Factor Extraction of Drug Function by Analyzing Medical Records in Developing Countries.

Min Hu, Yasunobu Nohara, Masafumi Nakamura, Naoki Nakashima

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

Recognizing and Understanding Nursing Activities for a Whole Day with a Big Dataset.

Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima

J. Inf. Process., 2016

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

Sozo Inoue, Tatsuya Isoda, Mako Shirouzu, Yasuhiko Sugiyama, Yasunobu Nohara, Naoki Nakashima

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015

Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.

Yasunobu Nohara, Yoshifumi Wakata, Naoki Nakashima

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Improvement of Hemoglobin with Repeated Health Checks Among Women in Bangladesh.

Mariko Nishikitani, Yasunobu Nohara, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Naoki Nakashima

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

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

Min Hu, Megumi Sugimoto, Andrew Rebeiro-Hargrave, Yasunobu Nohara, Michiko Moriyama, Ashir Ahmed, Shuji Shimizu, Naoki Nakashima

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries.

Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Experiment for nursing activity analysis using mobile sensors and proximity sensors.

Tatsuya Isoda, Yasunobu Nohara, Sozo Inoue, Mako Shirouzu, Yasuhiko Sugiyama, Mari Hirata, Kyoko Machida, Naoki Nakashima

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

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

Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014

Targeting Morbidity in Unreached Communities Using Portable Health Clinic System.

Ashir Ahmed, Andrew Rebeiro-Hargrave, Yasunobu Nohara, Eiko Kai, Zahidul Hossein Ripon, Naoki Nakashima

IEICE Trans. Commun., 2014

Reverse standardization from public e-health service.

Masahiro Kuroda, Yasunobu Akaoka, Yasuyuki Koga, Yasunobu Nohara, Naoki Nakashima, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed

Proceedings of the 2014 ITU Kaleidoscope Academic Conference: Living in a converged world, 2014

Evolving health consultancy by predictive caravan health sensing in developing countries.

Eiko Kai, Ashir Ahmed, Sozo Inoue, Atsushi Taniguchi, Naoki Nakashima, Yasunobu Nohara, Masaru Kitsuregawa

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Empowering the Healthcare Worker Using the Portable Health Clinic.

Eiko Kai, Andrew Rebeiro-Hargrave, Sozo Inoue, Yasunobu Nohara, Rafiqul Islam Maruf, Naoki Nakashima, Ashir Ahmed

Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013

Portable Health Clinic Packages for Base of Pyramid.

Yasunobu Nohara, Naoki Nakashima, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu

Proceedings of the MEDINFO 2013, 2013

An Affordable, Usable and Sustainable Preventive Healthcare System for Unreached People in Bangladesh.

Naoki Nakashima, Yasunobu Nohara, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu, Kunihisa Kobayashi, Toyoshi Inoguchi, Masaru Kitsuregawa

Proceedings of the MEDINFO 2013, 2013

Storing Health Data in JPEG: Looking at Exif Area Capacity Limits.

Tatsuo Hiramatsu, Yasunobu Nohara, Naoki Nakashima

Proceedings of the MEDINFO 2013, 2013

Capturing Nursing Interactions from Mobile Sensor Data and In-Room Sensors.

Sozo Inoue, Kousuke Hayashida, Masato Nakamura, Yasunobu Nohara, Naoki Nakashima

Proceedings of the Design, User Experience, and Usability. User Experience in Novel Technological Environments, 2013

Portable Health Clinic: A Pervasive Way to Serve the Unreached Community for Preventive Healthcare.

Ashir Ahmed, Sozo Inoue, Eiko Kai, Naoki Nakashima, Yasunobu Nohara

Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2013

IEEE802.15.6 NB portable BAN clinic and M2M international standardization.

Masahiro Kuroda, Yasunobu Nohara

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011

Location Recognition in RFID Bookshelves.

Sozo Inoue, Yasunobu Nohara, Takemori Masaki, Kozo Sakuragawa

IEICE Trans. Inf. Syst., 2011

2010

A secure and scalable identification for hash-based RFID systems using updatable pre-computation.

Yasunobu Nohara, Sozo Inoue

Proceedings of the Third ACM Conference on Wireless Network Security, 2010

Floor sensing system using laser range finder and mirror for localizing daily life commodities.

Yasunobu Nohara, Tsutomu Hasegawa, Kouji Murakami

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Position tracking system of everyday objects in an everyday environment.

Kouji Murakami, Tsutomu Hasegawa, Kousuke Shigematsu, Fumichika Sueyasu, Yasunobu Nohara, Byong Won Ahn, Ryo Kurazume

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2009

An Efficient Identification and Indexing for Secure RFID with d-Left Hashing.

Yasunobu Nohara, Sozo Inoue

Inf. Media Technol., 2009

2008

A Multi-Application Smart Card System with Authentic Post-Issuance Program Modification.

Mohammad Mesbah Uddin, Yasunobu Nohara, Daisuke Ikeda, Hiroto Yasuura

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008

A Framework of Authentic Post-Issuance Program Modification for Multi-Application Smart Cards.

Mohammad Mesbah Uddin, Salahuddin Muhammad Salim Zabir, Yasunobu Nohara, Hiroto Yasuura

Proceedings of the 2008 International Conference on Wireless Networks, 2008

A Secure High-Speed Identification Scheme for RFID Using Bloom Filters.

Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura

Proceedings of the The Third International Conference on Availability, 2008

2007

Unlinkability and Real World Constraints in RFID Systems.

Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura

Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

2006

Unlinkable Identification for Large-scale RFID Systems.

Yasunobu Nohara, Toru Nakamura, Kensuke Baba, Sozo Inoue, Hiroto Yasuura

Inf. Media Technol., 2006

On Authentication between Human and Computer.

Takahiro Watanabe, Yasunobu Nohara, Kensuke Baba, Sozo Inoue, Hiroto Yasuura

Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

2005

Quantitative evaluation of unlinkable ID matching schemes.

Yasunobu Nohara, Sozo Inoue, Kensuke Baba, Hiroto Yasuura

Proceedings of the 2005 ACM Workshop on Privacy in the Electronic Society, 2005

Toward Unlinkable ID Management for Multi-Service Environments.

Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura

Proceedings of the 3rd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2005 Workshops), 2005