Naoki Nakashima

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 26

Top Topics

Conditional Expectation

Clinical Pathway

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)
Rafiqul Islam, Saori To, Rieko Izukura, Yoko Sato, Mariko Nishikitani, Kimiyo Kikuchi, Fumihiko Yokota, Subaru Ikeda, Rakibul Islam, Ashir Ahmed, Masashi Miyazaki, Naoki Nakashima
Performance Evaluation of the Commonly-Used Portable Cholesterol Sensors for Telehealth Services in the Unreached Communities. 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)
Forhad Hossain, Rafiqul Islam Maruf, Takuzou Osugi, Naoki Nakashima, Ashir Ahmed
A Study on Personal Medical History Visualization Tools for Doctors. LifeTech (2022)
Rafiqul Islam, Kimiyo Kikuchi, Yoko Sato, Rieko Izukura, Mariko Nishikitani, Nusrat Jahan, Meherun Nessa, Fumihiko Yokota, Ashir Ahmed, Naoki Nakashima
Portable Health Clinic System for Maternal and Child Health Care in COVID-19 Pandemic Situation. ICIMTH (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)
Rafiqul Islam, Fumihiko Yokota, Kimiyo Kikuchi, Mariko Nishikitani, Rieko Izukura, Yoko Sato, Mahmudur Rahman, Nazneen Sultana, Meherun Nessa, Ashir Ahmed, Naoki Nakashima
Standardization of Personal Health Records in the Portable Health Clinic System. MedInfo (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)
Jinsang Park, Tasuku Okui, Naoki Nakashima
Prescribing Trends Psychotropic Drugs Against Children and Adolescents and Association with Polypharmacy Reduction Policy for Psychotropic Drugs: Based on Japanese National Database Survey. MedInfo (2021)
Rafiqul Islam, Kimiyo Kikuchi, Yoko Sato, Rieko Izukura, Nusrat Jahan, Nazneen Sultana, Meherun Nessa, Fumihiko Yokota, Mariko Nishikitani, Ashir Ahmed, Naoki Nakashima
Maternal and Child Healthcare Service by Portable Health Clinic System Using a Triage Protocol. Nursing Informatics (2021)
Tasuku Okui, Chinatsu Nojiri, Shinichiro Kimura, Kentaro Abe, Sayaka Maeno, Masae Minami, Yasutaka Maeda, Naoko Tajima, Tomoyuki Kawamura, Naoki Nakashima
Performance evaluation of case definitions of type 1 diabetes for health insurance claims data in Japan. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Rafiqul Islam, Kimiyo Kikuchi, Yoko Sato, Rieko Izukura, Fumihiko Yokota, Mariko Nishikitani, Raisa Tasneem, Nazneen Sultana, Ashir Ahmed, Naoki Nakashima
Personal Health Record (PHR) System in Portable Health Clinic. MIE (2020)
Jumpei Sato, Kazuo Goda, Masaru Kitsuregawa, Naoki Nakashima, Naohiro Mitsutake
Novel Analytics Framework for Universal Healthcare Insurance Claims Database. MedInfo (2019)
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)
Takanori Yamashita, Naoya Onimura, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
Graph Clustering System for Text-Based Records in a Clinical Pathway. MedInfo (2017)
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)
Takanori Yamashita, Yoshifumi Wakata, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records. ClinicalNLP@COLING 2016 (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)
Takanori Yamashita, Brendan Flanagan, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Naoki Nakashima, Sachio Hirokawa
Visualization of Key Factor Relation in Clinical Pathway. KES (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)
Takanori Yamashita, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Flanagan, Naoki Nakashima, Sachio Hirokawa
Temporal Relation Extraction in Outcome Variances of Clinical Pathways. 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)
Ashir Ahmed, Andrew Rebeiro-Hargrave, Rafiqul Islam Maruf, Sozo Inoue, Naoki Nakashima
Applicability of Portable Health Clinic to Ageing Society. HCI (21) (2014)
Takanori Yamashita, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Flanagan, Naoki Nakashima, Sachio Hirokawa
Construction of Dominant Factor Presumption Model for Postoperative Hospital Days from Operation Records. IIAI-AAI (2014)
Andrew Rebeiro-Hargrave, Hiroshi Nakajima, Ashir Ahmed, Keiichi Obayashi, Naoki Nakashima, Mitsuo Kuwabara, Rafiqul Islam Maruf, Toshikazu Shiga
Investigation into Blood Pressure variability in Japan and Bangladesh by ICT based healthcare systems. SMC (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)
Naoki Nakashima, Tatsuo Hiramatsu, Partha Pratim Ghosh, Rafiqul Islam Maruf, Kunihisa Kobayashi, Toyoshi Inoguchi
Evaluation of "Portable Health Clinic" with BAN standard for 10K subjects in Bangladesh. 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)
Osamu Sudoh, Sozo Inoue, Naoki Nakashima
eService Innovation and Sensor Based Healthcare. II3E (2008)
Jumpei Arata, Hiroki Takahashi, Phongsaen Pitakwatchara, Shin'ichi Warisawa, Kazuo Tanoue, Kozo Konishi, Satoshi Ieiri, Shuji Shimizu, Naoki Nakashima, Koji Okamura, Yuichi Fujino, Yukihiro Ueda, Pornarong Chotiwan, Mamoru Mitsuishi, Makoto Hashizume
A remote surgery experiment between Japan and Thailand over Internet using a low latency CODEC system. ICRA (2007)
Naoki Nakashima, Kunihisa Kobayashi, Toyoshi Inoguchi, Daisuke Nishida, Naomi Tanaka, Hiromi Nakazono, Akihiko Hoshino, Hidehisa Soejima, Ryoichi Takayanagi, Hajime Nawata
A Japanese Model of Disease Management. MedInfo (2007)
Jumpei Arata, Hiroki Takahashi, Phongsaen Pitakwatchara, Shin'ichi Warisawa, Kozo Konishi, Kazuo Tanoue, Satoshi Ieiri, Shuji Shimizu, Naoki Nakashima, Koji Okamura, Young Soo Kim, Sungmin Kim, Joon-Soo Hahm, Makoto Hashizume, Mamoru Mitsuishi
A Remote Surgery Experiment between Japan-Korea using the Minimally Invasive Surgical System. ICRA (2006)
Tadayoshi Fujiki, Eisuke Hanada, Tomomi Yamada, Yoshihiro Noda, Yasuaki Antoku, Naoki Nakashima, Yoshiaki Nose
A Tool for Improving the Web Accessibility of Visually Handicapped Persons. J. Medical Syst. 30 (2) (2006)
Naoki Nakashima, Koji Okamura, Joon-Soo Hahm, Young-Woo Kim, Hiroshi Mizushima, Haruyuki Tatsumi, Byung-In Moon, Ho-Seong Han, Yong-Jin Park, Jae-Hwa Lee, Sung-Kwan Youm, Chul-Hee Kang, Shuji Shimizu
Telemedicine with Digital Video Transport System in Asia-Pacific Area. AINA (2005)