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Works (22)

Added Value of Shaking Chills for Predicting Bacteremia in Patients with Suspected Infection

Journal of General Internal Medicine
2025-03 | Journal article
DOI: 10.1007/s11606-024-09291-8
Contributors: Masataka Kudo; Toshihiko Takada; Kotaro Fujii; Sho Sasaki; Yu Yagi; Tetsuhiro Yano; Yasuhiro Tsuchido; Hideyuki Ito; Ken-ei Sada; Shunichi Fukuhara
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Role of inflammatory markers in the assessment of meningitis in adult patients with fever and headache

Journal of Infection and Chemotherapy
2024-11 | Journal article
DOI: 10.1016/j.jiac.2024.04.012
Contributors: Toshihiko Takada; Kenji Yoshida; Sugihiro Hamaguchi; Shunichi Fukuhara
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Added value of inflammatory markers to vital signs for predicting mortality in patients with suspected infection: external validation and model development

Internal and Emergency Medicine
2024-11-20 | Journal article
DOI: 10.1007/s11739-024-03815-0
Contributors: Toshihiko Takada; Jeroen Hoogland; Kotaro Fujii; Masataka Kudo; Sho Sasaki; Tetsuhiro Yano; Yu Yagi; Ryuto Fujiishi; Karel G. M. Moons; Shunichi Fukuhara
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The relation between resident mentorship and in‐training examination scores: A nation‐wide, cross‐sectional study in Japan

Journal of General and Family Medicine
2024-09 | Journal article
DOI: 10.1002/jgf2.703
Contributors: Kohta Katayama; Yuji Nishizaki; Toshihiko Takada; Koshi Kataoka; Nathan Houchens; Taro Shimizu; Yu Yamamoto; Takashi Watari; Yasuharu Tokuda; Yoshiyuki Ohira
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Added value of non-contrast CT for the diagnosis of acute pyelonephritis in older patients with suspected infection with an unknown focus: a retrospective diagnostic study

BMJ Open
2024-01 | Journal article
DOI: 10.1136/bmjopen-2023-076678
Contributors: Toshihiko Takada; Tetsuhiro Yano; Ryuto Fujiishi; Kotaro Fujii; Hiroshi Honjo; Masayuki Miyajima; Sugihiro Hamaguchi; Shunichi Fukuhara
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Covariate-specific ROC curve analysis can accommodate differences between covariate subgroups in the evaluation of diagnostic accuracy

Journal of Clinical Epidemiology
2023-08 | Journal article
DOI: 10.1016/j.jclinepi.2023.06.001
Contributors: Jenny Lee; Nick van Es; Toshihiko Takada; Frederikus A. Klok; Geert-Jan Geersing; Jeffrey Blume; Patrick M. Bossuyt
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Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models

Journal of Clinical Epidemiology
2023-06 | Journal article
DOI: 10.1016/j.jclinepi.2023.03.024
Contributors: Constanza L. Andaur Navarro; Johanna A.A. Damen; Toshihiko Takada; Steven W.J. Nijman; Paula Dhiman; Jie Ma; Gary S. Collins; Ram Bajpai; Richard D. Riley; Karel G.M. Moons et al.
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Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models

Journal of Clinical Epidemiology
2023-02 | Journal article
DOI: 10.1016/j.jclinepi.2022.11.015
Contributors: Constanza L. Andaur Navarro; Johanna A.A. Damen; Maarten van Smeden; Toshihiko Takada; Steven W.J. Nijman; Paula Dhiman; Jie Ma; Gary S. Collins; Ram Bajpai; Richard D. Riley et al.
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Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review

BMC Medical Research Methodology
2022-12 | Journal article
DOI: 10.1186/s12874-021-01469-6
Contributors: Constanza L. Andaur Navarro; Johanna A. A. Damen; Toshihiko Takada; Steven W. J. Nijman; Paula Dhiman; Jie Ma; Gary S. Collins; Ram Bajpai; Richard D. Riley; Karel G. M. Moons et al.
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Diagnostic prediction models for computed tomography-confirmed acute rhinosinusitis and culture-confirmed acute bacterial rhinosinusitis in adults presenting to primary care: an individual participant data meta-analysis

British Journal of General Practice
2022-05-20 | Journal article
DOI: 10.3399/BJGP.2021.0585
Contributors: Toshihiko Takada; Jeroen Hoogland; Jens G. Hansen; Morten Lindbaek; Timo Autio; Olli-Pekka Alho; Mark H. Ebell; Johannes B. Reitsma; Roderick P. Venekamp
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Accuracy of approximations to recover incompletely reported logistic regression models depended on other available information

Journal of Clinical Epidemiology
2022-03 | Journal article
DOI: 10.1016/j.jclinepi.2021.11.033
Contributors: Toshihiko Takada; Jeroen Hoogland; Chris van Lieshout; Ewoud Schuit; Gary S. Collins; Karel G.M. Moons; Johannes B. Reitsma
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Safety and Efficiency of Diagnostic Strategies for Ruling Out Pulmonary Embolism in Clinically Relevant Patient Subgroups

Annals of Internal Medicine
2022-02 | Journal article
DOI: 10.7326/M21-2625
Contributors: Milou A.M. Stals; Toshihiko Takada; Noémie Kraaijpoel; Nick van Es; Harry R. Büller; D. Mark Courtney; Yonathan Freund; Javier Galipienzo; Grégoire Le Gal; Waleed Ghanima et al.
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Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review

BMJ
2021-10-20 | Journal article
DOI: 10.1136/bmj.n2281
Contributors: Constanza L Andaur Navarro; Johanna A A Damen; Toshihiko Takada; Steven W J Nijman; Paula Dhiman; Jie Ma; Gary S Collins; Ram Bajpai; Richard D Riley; Karel G M Moons et al.
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Internal-external cross-validation helped to evaluate the generalizability of prediction models in large clustered datasets

Journal of Clinical Epidemiology
2021-09 | Journal article
DOI: 10.1016/j.jclinepi.2021.03.025
Contributors: Toshihiko Takada; Steven Nijman; Spiros Denaxas; Kym I.E. Snell; Alicia Uijl; Tri-Long Nguyen; Folkert W. Asselbergs; Thomas P.A. Debray
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Completeness of reporting of clinical prediction models developed using supervised machine learning: A systematic review

2021-07-01 | Other
DOI: 10.1101/2021.06.28.21259089
Contributors: Constanza L Andaur Navarro; Johanna A A Damen; Toshihiko Takada; Steven W J Nijman; Paula Dhiman; Jie Ma; Gary S Collins; Ram Bajpai; Richard D Riley; Karel GM Moons et al.
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Diagnostic performance of food consumption for bacteraemia in patients admitted with suspected infection: a prospective cohort study

BMJ Open
2021-05 | Journal article
DOI: 10.1136/bmjopen-2020-044270
Contributors: Toshihiko Takada; Kotaro Fujii; Masataka Kudo; Sho Sasaki; Tetsuhiro Yano; Yu Yagi; Yasuhiro Tsuchido; Hideyuki Ito; Shunichi Fukuhara
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Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques

BMJ Open
2020-11 | Journal article
DOI: 10.1136/bmjopen-2020-038832
Contributors: Constanza L Andaur Navarro; Johanna A A G Damen; Toshihiko Takada; Steven W J Nijman; Paula Dhiman; Jie Ma; Gary S Collins; Ram Bajpai; Richard D Riley; Karel GM Moons et al.
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Added value of inflammatory markers to vital signs to predict mortality in patients suspected of severe infection

The American Journal of Emergency Medicine
2020-07 | Journal article
DOI: 10.1016/j.ajem.2019.11.030
Contributors: Toshihiko Takada; Jeroen Hoogland; Tetsuhiro Yano; Kotaro Fujii; Ryuto Fujiishi; Jun Miyashita; Taro Takeshima; Michio Hayashi; Teruhisa Azuma; Karel G.M. Moons
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Effect of tailoring anticoagulant treatment duration by applying a recurrence risk prediction model in patients with venous thromboembolism compared to usual care: A randomized controlled trial

PLOS Medicine
2020-06-26 | Journal article
DOI: 10.1371/journal.pmed.1003142
Contributors: Geert-Jan Geersing; Suzanne C. Cannegieter; Janneke M. T. Hendriksen; Nicolaas P. A. Zuithoff; Kit C. Roes; Ruud Oudega; Toshihiko Takada; Roger E. G. Schutgens; Karel G. M. Moons
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Development and validation of a prediction model for functional decline in older medical inpatients

Archives of Gerontology and Geriatrics
2018-07 | Journal article
DOI: 10.1016/j.archger.2018.05.011
Contributors: Toshihiko Takada; Shingo Fukuma; Yosuke Yamamoto; Yukio Tsugihashi; Hiroyuki Nagano; Michio Hayashi; Jun Miyashita; Teruhisa Azuma; Shunichi Fukuhara
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Association between daily salt intake of 3‐year‐old children and that of their mothers: A cross‐sectional study

The Journal of Clinical Hypertension
2018-04 | Journal article
DOI: 10.1111/jch.13256
Contributors: Toshihiko Takada; Shingo Fukuma; Sayaka Shimizu; Michio Hayashi; Jun Miyashita; Teruhisa Azuma; Shunichi Fukuhara
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Diagnostic utility of appetite loss in addition to existing prediction models for community-acquired pneumonia in the elderly: a prospective diagnostic study in acute care hospitals in Japan

BMJ Open
2017-11 | Journal article
DOI: 10.1136/bmjopen-2017-019155
Contributors: Toshihiko Takada; Yosuke Yamamoto; Kazuhiko Terada; Mitsuyasu Ohta; Wakako Mikami; Hajime Yokota; Michio Hayashi; Jun Miyashita; Teruhisa Azuma; Shingo Fukuma et al.
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