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BMC Medical Informatics and Decision Making cover

BMC Medical Informatics and Decision Making

IF3.8
Papers4390
Citations11686
Journal Papers 4369
Publication Date
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Presentation of AI-based decision support influences clinician decision making
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-07
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deleteAaron Glick; Ali Al-Hatem; Nikola Angelov; Jennifer Chang
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Predictive contributions to five-year change in carotid-femoral pulse wave velocity using machine learning and penalized regression
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-07
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deleteCarmen Patino-Alonso; Marta Gómez-Sánchez; Emiliano Rodríguez-Sánchez; Luis García-Ortiz; Leticia Gómez-Sánchez; Manuel A. Gómez-Marcos
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An exploratory analysis of the incidence and morphological classification of artifacts in high-frequency pressure-flow and oximetry physiological signals in biomechanical neural injury
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteTobias Bergmann; Isuru Herath; Makenna Coldwell; Kevin Y. Stein; Xue Nemoga-Stout; Julia Ryznar; Danika Richard; Vuk Roca; Rakibul Hasan; Mansoor Hayat; Jaewoong Moon; Frederick A. Zeiler
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Physician perspectives on decision-making in low-risk papillary thyroid microcarcinoma in South Korea: a cross-sectional survey of physicians
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-06
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deleteWoojin Lim; Sangjun Lee; Kyungsik Kim; Jae Hoon Moon; Eun Kyung Lee; Young Shin Song; Kyong Yeun Jung; Ji Ye Lee; Ji-Hoon Kim; Young Joo Park; Min Joo Kim; Sue K. Park
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Using interpretable machine learning models to predict the occurrence of severe influenza in hospitalized children: a retrospective cohort study
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-05
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deleteJinhuan Wu; Wenxian Qian; Shuqin Xie; Yi Yan; Gang Chen; Ye Wang; Xing Liu; Xiuchang Ma; Yuchen Du; Yaowen Liang; Shuanglin Gu; Wei Li; Apeng Chen; Changhua Yi; Man Tian
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Development of a machine learning–based prediction model and an online risk calculator for late recurrent intussusception in children: a two-center retrospective study
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-05
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deleteMin Yang; Xianfeng Rao; Luhan Wang; Anqi Huang; Peijian Zhang; Jiahong Chen; Xianjun Rao; Shouxing Duan
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Towards precision differential diagnosis in parkinsonian disorders: discriminating Parkinson’s disease and multiple system atrophy via radiomics and machine learning
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteNoemi Pisani; Michela Destito; Carlo Ricciardi; Maria Teresa Pellecchia; Mario Cirillo; Maria Francesca Spadea; Francesco Amato; Fabrizio Esposito
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Machine learning-based exploratory prediction of camrelizumab-associated myocarditis: a single-center real-world study
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-05
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deleteDongrui Liu; Xiaohua Sun
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Early mortality prediction in upper gastrointestinal bleeding using explainable machine learning: comparison with established clinical risk scores
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-04
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deleteDuygu Sıddıkoğlu; Murat Daş; Ece Ünal Çeti̇n; Özge Kurtkulağı; Adil Uğur Çeti̇n; Hakan Kayan; Senem Güler; Feyza Mutlay; Yavuz Beyazıt
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On the value of MRI in early cognitive risk prediction: survival analysis comparing statistical and machine learning models
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-03
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deleteMartina Billichová; Davide Bruno; Fariba Sharifian; Silvester Czanner; Gabriela Czanner
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Dynamic cardio-renal-metabolic trajectories identify sepsis subphenotypes for individualized management: a cross-population cohort study
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteYingjie Chen; Yanling Tang; Yuwei Yang; Yongxin Huang; Daoyi Lin; Jingfang Lin; Xinyuan Lin; Jiaxin Chen; Hanliang Fan; Xiaohui Chen; Xiaochun Zheng; Yanling Liao
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Improving clinical data standardization in surgical notes through biomedical entity linking with contextual evidence from large language models
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteChaiho Shin; Dareen Eom; Hahyun You; Kwangsoo Kim; Siun Kim; Hyung-Jin Yoon
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How to improve electronic medical record data extraction and validation for secondary use: a proposed framework for a streamlined process
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-01
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deleteHan Chang Lim; James Grant; Anton Van Der Vegt; Kim-Kwang Raymond Choo; Jason D. Pole; Clair Sullivan
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Improving diagnosis and interpretability in chest X-rays through federated learning and adversarial training
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-10-01
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deleteCarlos F. Del Cerro; Adri Gómez; Shadi Albarqouni; Manuel Desco; Monica Abella
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Scoping review of models predicting emergency department length of stay
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteHyunchung Cho; Sujeong Lee; Suyoung Yoo; Junsang Yoo; Hansol Chang; Taerim Kim; Sejin Heo; Wonchul Cha
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Contrastive learning-guided multiple instance learning for automated diagnosis of chronic endometritis from digitized histopathology
deleteBMC Medical Informatics and Decision Making
IF3.8
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deleteChaoyi Xiong; Ziyu Zhang; Xingyu Miao; Yunna Qin; Yanqing Deng; Leizhen Xia; Qiongyu Ma; Zengming Li; Yan Zhao; Jialyu Huang
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AXIAL: Attention-based eXplainability for Interpretable Alzheimer’s Localized diagnosis using 2D CNNs on 3D MRI brain scans
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-09-29
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deleteGabriele Lozupone; Alessandro Bria; Francesco Fontanella; Frederick J. A. Meijer; Claudio De Stefano
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CTG-FRAME: development and validation of a multi‑modal deep learning for intrapartum escalation support and severe fetal acidemia prediction
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-09-28
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deleteDian Tjondronegoro; Elizabeth Irenne Yuwono; Fabricio Da Silva Costa
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Interpretable machine learning models for predicting tocilizumab response in rheumatoid arthritis using clinical data
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-09-28
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deleteMengsi Ma; Xinya Chen; Xue Wu; Chen Chen; Zhuoyu Li; Qianxi Xu; Ziyang Zhang; JinChao Chen; Zhenyang Guan; Xinming Feng; Xiangcao Liang; Wentao Qin; Lijun Wu
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Increased gamma oscillations and inter-regional brain asymmetry associated with sepsis-associated delirium: a prospective cohort study
deleteBMC Medical Informatics and Decision Making
IF3.8
delete2026-09-26
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deleteJie Liu; Anqi He; Enquan Wang; Chao Qi; Lina Zhao; Yun Li; Ying Gao; Xiaohong Tang; Dongxue Huang; Huaying Tao; Tiaotiao Liu; Keliang Xie
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