Yasunobu Nohara

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 17

Top Topics

Medical Records

Developing Countries

Machine Learning

Top Venues

Comput. Methods Programs Biomed.

UbiComp Adjunct

Publications

Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi, Yohei Takayama, Takanori Yamashita, Hidehisa Soejima, Naoki Nakashima
Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data. MedInfo (2023)
Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima
Machine learning for classification of postoperative patient status using standardized medical data. Comput. Methods Programs Biomed. 214 (2022)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of machine learning models using shapley additive explanation and application for real data in hospital. Comput. Methods Programs Biomed. 214 (2022)
Yasunobu Nohara, Toyoshi Inoguchi, Chinatsu Nojiri, Naoki Nakashima
Explanation of Machine Learning Models of Colon Cancer Using SHAP Considering Interaction Effects. CoRR (2022)
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
Portable health clinic for sustainable care of mothers and newborns in rural Bangladesh. Comput. Methods Programs Biomed. 207 (2021)
Kazunori Oka, Daisuke Fujita, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Koji Iihara, Syoji Kobashi
CNN Based Hierarchical Intracerebral Hematoma Region Extraction Method in Head Thick-Slice CT Images. ICMLC (2021)
Kazunori Oka, Takumi Hirahara, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Syoji Kobashi, Koji Iihara
Predictors of Intracerebral Hematoma Enlargement Using Brain CT Images in Emergency Medical Care. CYBCONF (2021)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital. CoRR (2021)
Rieko Izukura, Tadashi Kandabashi, Yoshifumi Wakata, Chinatsu Nojiri, Yasunobu Nohara, Takanori Yamashita, Atsushi Takada, Jinsang Park, Yoshiaki Uyama, Naoki Nakashima
The Development of an Electronic Phenotyping Algorithm for Identifying Rhabdomyolysis Patients in the MID-NET Database. MedInfo (2019)
Rafiqul Islam, Yasunobu Nohara, Md Jiaur Rahman, Nazneen Sultana, Ashir Ahmed, Naoki Nakashima
Portable Health Clinic: An Advanced Tele-Healthcare System for Unreached Communities. MedInfo (2019)
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Explanation of Machine Learning Models Using Improved Shapley Additive Explanation. BCB (2019)
Jinsang Park, Takanori Yamashita, Atsushi Takada, Chinatsu Nojiri, Rieko Izukura, Yasunobu Nohara, Taeko Hotta, Dongchon Kang, Naoki Nakashima
Effect of Governance Functionality for Data Standardization Management of the Medical Information Database Network Project. MedInfo (2019)
Yasunobu Nohara, Koji Iihara, Naoki Nakashima
Interpretable Machine Learning Techniques for Causal Inference Using Balancing Scores as Meta-features. EMBC (2018)
Yasunobu Nohara, Koutarou Matsumoto, Naoki Nakashima
Extracting Predictive Indicator for Prognosis of Cerebral Infarction Using Machine Learning Techniques. MedInfo (2017)
Min Hu, Yasunobu Nohara, Masafumi Nakamura, Naoki Nakashima
Prediction and Factor Extraction of Drug Function by Analyzing Medical Records in Developing Countries. MedInfo (2017)
Sozo Inoue, Tatsuya Isoda, Mako Shirouzu, Yasuhiko Sugiyama, Yasunobu Nohara, Naoki Nakashima
Predicting daily nursing load from nurses' activity logs and patients' medical records. UbiComp Adjunct (2016)
Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima
Recognizing and Understanding Nursing Activities for a Whole Day with a Big Dataset. J. Inf. Process. 24 (6) (2016)
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
Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries. KDD (2015)
Tatsuya Isoda, Yasunobu Nohara, Sozo Inoue, Mako Shirouzu, Yasuhiko Sugiyama, Mari Hirata, Kyoko Machida, Naoki Nakashima
Experiment for nursing activity analysis using mobile sensors and proximity sensors. UbiComp/ISWC Adjunct (2015)
Sozo Inoue, Naonori Ueda, Yasunobu Nohara, Naoki Nakashima
Mobile activity recognition for a whole day: recognizing real nursing activities with big dataset. UbiComp (2015)
Mariko Nishikitani, Yasunobu Nohara, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Naoki Nakashima
Improvement of Hemoglobin with Repeated Health Checks Among Women in Bangladesh. MedInfo (2015)
Min Hu, Megumi Sugimoto, Andrew Rebeiro-Hargrave, Yasunobu Nohara, Michiko Moriyama, Ashir Ahmed, Shuji Shimizu, Naoki Nakashima
Mobile Healthcare System for Health Checkups and Telemedicine in Post-Disaster Situations. MedInfo (2015)
Yasunobu Nohara, Yoshifumi Wakata, Naoki Nakashima
Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation. MedInfo (2015)
Masahiro Kuroda, Yasunobu Akaoka, Yasuyuki Koga, Yasunobu Nohara, Naoki Nakashima, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed
Reverse standardization from public e-health service. Kaleidoscope (2014)
Eiko Kai, Ashir Ahmed, Sozo Inoue, Atsushi Taniguchi, Naoki Nakashima, Yasunobu Nohara, Masaru Kitsuregawa
Evolving health consultancy by predictive caravan health sensing in developing countries. UbiComp Adjunct (2014)
Eiko Kai, Andrew Rebeiro-Hargrave, Sozo Inoue, Yasunobu Nohara, Rafiqul Islam Maruf, Naoki Nakashima, Ashir Ahmed
Empowering the Healthcare Worker Using the Portable Health Clinic. AINA (2014)
Ashir Ahmed, Andrew Rebeiro-Hargrave, Yasunobu Nohara, Eiko Kai, Zahidul Hossein Ripon, Naoki Nakashima
Targeting Morbidity in Unreached Communities Using Portable Health Clinic System. IEICE Trans. Commun. (3) (2014)
Tatsuo Hiramatsu, Yasunobu Nohara, Naoki Nakashima
Storing Health Data in JPEG: Looking at Exif Area Capacity Limits. MedInfo (2013)
Naoki Nakashima, Yasunobu Nohara, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu, Kunihisa Kobayashi, Toyoshi Inoguchi, Masaru Kitsuregawa
An Affordable, Usable and Sustainable Preventive Healthcare System for Unreached People in Bangladesh. MedInfo (2013)
Sozo Inoue, Kousuke Hayashida, Masato Nakamura, Yasunobu Nohara, Naoki Nakashima
Capturing Nursing Interactions from Mobile Sensor Data and In-Room Sensors. HCI (11) (2013)
Yasunobu Nohara, Naoki Nakashima, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Partha Pratim Ghosh, Rafiqul Islam Maruf, Tatsuo Hiramatsu
Portable Health Clinic Packages for Base of Pyramid. MedInfo (2013)
Masahiro Kuroda, Yasunobu Nohara
IEEE802.15.6 NB portable BAN clinic and M2M international standardization. EMBC (2013)
Ashir Ahmed, Sozo Inoue, Eiko Kai, Naoki Nakashima, Yasunobu Nohara
Portable Health Clinic: A Pervasive Way to Serve the Unreached Community for Preventive Healthcare. HCI (25) (2013)
Sozo Inoue, Yasunobu Nohara, Takemori Masaki, Kozo Sakuragawa
Location Recognition in RFID Bookshelves. IEICE Trans. Inf. Syst. (6) (2011)
Yasunobu Nohara, Sozo Inoue
A secure and scalable identification for hash-based RFID systems using updatable pre-computation. WISEC (2010)
Kouji Murakami, Tsutomu Hasegawa, Kousuke Shigematsu, Fumichika Sueyasu, Yasunobu Nohara, Byong Won Ahn, Ryo Kurazume
Position tracking system of everyday objects in an everyday environment. IROS (2010)
Yasunobu Nohara, Tsutomu Hasegawa, Kouji Murakami
Floor sensing system using laser range finder and mirror for localizing daily life commodities. IROS (2010)
Mohammad Mesbah Uddin, Salahuddin Muhammad Salim Zabir, Yasunobu Nohara, Hiroto Yasuura
A Framework of Authentic Post-Issuance Program Modification for Multi-Application Smart Cards. ICWN (2008)
Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura
A Secure High-Speed Identification Scheme for RFID Using Bloom Filters. ARES (2008)
Mohammad Mesbah Uddin, Yasunobu Nohara, Daisuke Ikeda, Hiroto Yasuura
A Multi-Application Smart Card System with Authentic Post-Issuance Program Modification. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (1) (2008)
Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura
Unlinkability and Real World Constraints in RFID Systems. PerCom Workshops (2007)
Takahiro Watanabe, Yasunobu Nohara, Kensuke Baba, Sozo Inoue, Hiroto Yasuura
On Authentication between Human and Computer. PerCom Workshops (2006)
Yasunobu Nohara, Toru Nakamura, Kensuke Baba, Sozo Inoue, Hiroto Yasuura
Unlinkable Identification for Large-scale RFID Systems. Inf. Media Technol. 1 (2) (2006)
Yasunobu Nohara, Sozo Inoue, Kensuke Baba, Hiroto Yasuura
Quantitative evaluation of unlinkable ID matching schemes. WPES (2005)
Yasunobu Nohara, Sozo Inoue, Hiroto Yasuura
Toward Unlinkable ID Management for Multi-Service Environments. PerCom Workshops (2005)