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Machine learning-based prediction of in-hospital mortality using admission laboratory data: A retrospective, single-site study using electronic health record data

PloS one, 2021-02, Vol.16 (2), p.e0246640-e0246640

2021

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A clinical specific BERT developed using a huge Japanese clinical text corpus

PloS one, 2021-11, Vol.16 (11), p.e0259763

2021

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Pathway importance by graph convolutional network and Shapley additive explanations in gene expression phenotype of diffuse large B-cell lymphoma

PloS one, 2022-06, Vol.17 (6), p.e0269570-e0269570

2022

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Immediate postnatal prediction of death or bronchopulmonary dysplasia among very preterm and very low birth weight infants based on gradient boosting decision trees algorithm: A nationwide database study in Japan

PloS one, 2024-03, Vol.19 (3), p.e0300817-e0300817

2024

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Efficacy of Save Medical Corporation (SMC)-01, a Smartphone App Designed to Support Type 2 Diabetes Self-Management Based on Established Guidelines: Randomized Controlled Trial

Journal of medical Internet research, 2024-09, Vol.26 (1), p.e53740

2024

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J-CKD-DB: a nationwide multicentre electronic health record-based chronic kidney disease database in Japan

Scientific reports, 2020-04, Vol.10 (1), p.7351-7351, Article 7351

2020

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Establishment of the MID‐NET® medical information database network as a reliable and valuable database for drug safety assessments in Japan

Pharmacoepidemiology and drug safety, 2019-10, Vol.28 (10), p.1395-1404

2019

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Impact of the COVID‐19 pandemic on the glycemic control, eating habits, and body compositions of people with diabetes mellitus: A retrospective longitudinal observational study

Journal of diabetes investigation, 2023-02, Vol.14 (2), p.321-328

2023

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Establishing a Classification System for High Fall-Risk Among Inpatients Using Support Vector Machines

Computers, informatics, nursing, 2017-08, Vol.35 (8), p.408-416

2017

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Auto-Generated Physiological Chain Data for an Ontological Framework for Pharmacology and Mechanism of Action to Determine Suspected Drugs in Cases of Dysuria

Drug safety, 2019-09, Vol.42 (9), p.1055-1069

2019

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The impact of a change in hypertension management guidelines on diuretic use in Japan: trends in antihypertensive drug prescriptions from 2005 to 2011

Hypertension research, 2013-06, Vol.36 (6), p.559-563

2013

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Association between number of institutions with coronary computed tomography angiography and regional mortality ratio of acute myocardial infarction: a nationwide ecological study using a spatial Bayesian model

International journal of health geographics, 2018-05, Vol.17 (1), p.13-13, Article 13

2018

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Changes in Antidiabetic Drug Prescription and Glycemic Control Trends in Elderly Patients with Type 2 Diabetes Mellitus from 2005-2013: An Analysis of the National Center Diabetes Database (NCDD-03)

Internal Medicine, 2018/05/01, Vol.57(9), pp.1229-1240

2018

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Construction and evaluation of FiND, a fall risk prediction model of inpatients from nursing data

Japan journal of nursing science : JJNS, 2016-04, Vol.13 (2), p.247-255

2016

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A nomogram predicting severe adverse events after ureteroscopic lithotripsy: 12 372 patients in a Japanese national series

BJU international, 2013-03, Vol.111 (3), p.459-466

2013

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Impact of surgical intervention timing on the case fatality rate for Fournier's gangrene: an analysis of 379 cases

BJU international, 2012-12, Vol.110 (11c), p.E1096-E1100

2012

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Impact of the COVID‐19 pandemic on the glycemic control in people with diabetes mellitus: A retrospective cohort study

Journal of diabetes investigation, 2023-08, Vol.14 (8), p.985-993

2023

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Trends in Antidiabetic Prescription Patterns in Japan From 2005 to 2011: Impact of the Introduction of Dipeptidyl Peptidase-4 Inhibitors

International Heart Journal, 2013, Vol.54(2), pp.93-97

2013

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The trends in EMR and CPOE adoption in Japan under the national strategy

International journal of medical informatics (Shannon, Ireland), 2013-10, Vol.82 (10), p.1004-1011

2013

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Bias of Inaccurate Disease Mentions in Electronic Health Record-based Phenotyping

International journal of medical informatics (Shannon, Ireland), 2019-04, Vol.124, p.90-96

2019

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Health care costs related to out-of-hospital cardiopulmonary arrest in Japan

Resuscitation, 2013-07, Vol.84 (7), p.964-969

2013

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Development of Type 2 Diabetes Mellitus Phenotyping Framework Using Expert Knowledge and Machine Learning Approach

Journal of diabetes science and technology, 2017-07, Vol.11 (4), p.791-799

2017

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Machine learning-based prediction of in-hospital mortality using admission laboratory data: A retrospective, single-site study using electronic health record data

A clinical specific BERT developed using a huge Japanese clinical text corpus

Pathway importance by graph convolutional network and Shapley additive explanations in gene expression phenotype of diffuse large B-cell lymphoma

Immediate postnatal prediction of death or bronchopulmonary dysplasia among very preterm and very low birth weight infants based on gradient boosting decision trees algorithm: A nationwide database study in Japan

Prevalence of anemia in patients with chronic kidney disease in Japan: A nationwide, cross-sectional cohort study using data from the Japan Chronic Kidney Disease Database (J-CKD-DB)

Efficacy of Save Medical Corporation (SMC)-01, a Smartphone App Designed to Support Type 2 Diabetes Self-Management Based on Established Guidelines: Randomized Controlled Trial

J-CKD-DB: a nationwide multicentre electronic health record-based chronic kidney disease database in Japan

Prevalences of hyperuricemia and electrolyte abnormalities in patients with chronic kidney disease in Japan: A nationwide, cross-sectional cohort study using data from the Japan Chronic Kidney Disease Database (J-CKD-DB)

Establishment of the MID‐NET® medical information database network as a reliable and valuable database for drug safety assessments in Japan

Impact of the COVID‐19 pandemic on the glycemic control, eating habits, and body compositions of people with diabetes mellitus: A retrospective longitudinal observational study

Establishing a Classification System for High Fall-Risk Among Inpatients Using Support Vector Machines

Auto-Generated Physiological Chain Data for an Ontological Framework for Pharmacology and Mechanism of Action to Determine Suspected Drugs in Cases of Dysuria

Clinical utility of Todai OncoPanel in the setting of approved comprehensive cancer genomic profiling tests in Japan

The impact of a change in hypertension management guidelines on diuretic use in Japan: trends in antihypertensive drug prescriptions from 2005 to 2011

Association between number of institutions with coronary computed tomography angiography and regional mortality ratio of acute myocardial infarction: a nationwide ecological study using a spatial Bayesian model

Changes in Antidiabetic Drug Prescription and Glycemic Control Trends in Elderly Patients with Type 2 Diabetes Mellitus from 2005-2013: An Analysis of the National Center Diabetes Database (NCDD-03)

Construction and evaluation of FiND, a fall risk prediction model of inpatients from nursing data

A nomogram predicting severe adverse events after ureteroscopic lithotripsy: 12 372 patients in a Japanese national series

Impact of surgical intervention timing on the case fatality rate for Fournier's gangrene: an analysis of 379 cases

Impact of the COVID‐19 pandemic on the glycemic control in people with diabetes mellitus: A retrospective cohort study

Trends in Antidiabetic Prescription Patterns in Japan From 2005 to 2011: Impact of the Introduction of Dipeptidyl Peptidase-4 Inhibitors

The trends in EMR and CPOE adoption in Japan under the national strategy

Bias of Inaccurate Disease Mentions in Electronic Health Record-based Phenotyping

Health care costs related to out-of-hospital cardiopulmonary arrest in Japan

Development of Type 2 Diabetes Mellitus Phenotyping Framework Using Expert Knowledge and Machine Learning Approach

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