Works matching IS 14726947 AND DT 2025 AND VI 25 AND IP 1

Results: 197

Uncovering nonlinear patterns in time-sensitive prehospital breathing emergencies: an exploratory machine learning study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03046-z

By:

Hill, Peter;
Jonsson, Daniel;
Lederman, Jakob;
Bolin, Peter;
Vicente, Veronica

Publication type:

Article

Visualizing fatigue mechanisms in non-communicable diseases: an integrative approach with multi-omics and machine learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03034-3

By:

Kobayashi, Yusuke;
Fujiwara, Naoki;
Murakami, Yuki;
Ishida, Shoichi;
Kinguchi, Sho;
Haze, Tatsuya;
Azushima, Kengo;
Fujiwara, Akira;
Wakui, Hiromichi;
Sakakura, Masayoshi;
Terayama, Kei;
Hirawa, Nobuhito;
Isozaki, Tetsuo;
Yasuzaki, Hiroaki;
Takase, Hajime;
Yano, Yuichiro;
Tamura, Kouichi

Publication type:

Article

AI-Powered early warning systems for clinical deterioration significantly improve patient outcomes: a meta-analysis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03048-x

By:

Yuan, Shixin;
Yang, Zihuan;
Li, Junjie;
Wu, Changde;
Liu, Songqiao

Publication type:

Article

General practitioners' perceptions on decision aids in healthcare: a qualitative study in Portugal.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03044-1

By:

Proença-Portugal, Mafalda;
Heleno, Bruno;
Dias, Sónia;
Gama, Ana;
Baptista, Sofia

Publication type:

Article

Using self-generated identification codes to match anonymous longitudinal data in a sexual health study of secondary school students: a cohort study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03028-1

By:

Choi, Edmond Pui Hang;
Andres, Ellie Bostwick;
Fan, Heidi Sze Lok;
Ho, Lai Ming;
Fung, Alice Wai Chi;
Lau, Kevin Wing Chung;
Ng, Neda Hei Tung;
Yeung, Monique;
Johnston, Janice Mary

Publication type:

Article

Deep learning-driven modality imputation and subregion segmentation to enhance high-grade glioma grading.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03029-0

By:

Yu, Jiabin;
Liu, Qi;
Xu, Chenjie;
Zhou, Qinli;
Xu, Jiajun;
Zhu, Lingying;
Chen, Chen;
Zhou, Yahan;
Xiao, Binggang;
Zheng, Lin;
Zhou, Xiaofeng;
Zhang, Fengming;
Ye, Yuhang;
Mi, Hongmei;
Zhang, Dongping;
Yang, Li;
Wu, Zhiwei;
Wang, Jiayi;
Chen, Ming;
Zhou, Zhirui

Publication type:

Article

A hybrid CNN-Bi-LSTM model with feature fusion for accurate epilepsy seizure detection.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-024-02845-0

By:

Cao, Xiaoshuai;
Zheng, Shaojie;
Zhang, Jincan;
Chen, Wenna;
Du, Ganqin

Publication type:

Article

External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis.

Published in:

2025

By:

Rockenschaub, Patrick;
Akay, Ela Marie;
Carlisle, Benjamin Gregory;
Hilbert, Adam;
Wendland, Joshua;
Meyer-Eschenbach, Falk;
Näher, Anatol-Fiete;
Frey, Dietmar;
Madai, Vince Istvan

Publication type:

Literature Review

Digital-based emergency prevention and control system: enhancing infection control in psychiatric hospitals.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-024-02809-4

By:

Yang, Mi;
Zhu, Xiaojun;
Yan, Fei;
Huang, Xincheng;
Wu, Zhixue;
Jiang, Xin;
Huang, Yan;
Li, Zezhi

Publication type:

Article

Correction: Early warning score validation methodologies and performance metrics: a systematic review.

Published in:

2025

By:

Fang, Andrew Hao Sen;
Lim, Wan Tin;
Balakrishnan, Tharmmambal

Publication type:

Correction Notice

Machine learning models for predicting in-hospital mortality from acute pancreatitis in intensive care unit.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03033-4

By:

Wei, Shuxing;
Dong, Hongmeng;
Yao, Weidong;
Chen, Ying;
Wang, Xiya;
ji, Wenqing;
Zhang, Yongsheng;
Guo, Shubin

Publication type:

Article

Monitoring patient pathways at a secondary healthcare services through process mining via Fuzzy Miner.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03016-5

By:

Özdağoğlu, Güzin;
Damar, Muhammet;
Erenay, Fatih Safa;
Turhan Damar, Hale;
Himmetoğlu, Osman;
Pinto, Andrew David

Publication type:

Article

Cervical cancer screening uptake and its associated factor in Sub-Sharan Africa: a machine learning approach.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03039-y

By:

Arage, Fetlework Gubena;
Tadese, Zinabu Bekele;
Taye, Eliyas Addisu;
Tsegaw, Tigist Kifle;
Abate, Tsegasilassie Gebremariam;
Alemu, Eyob Akalewold

Publication type:

Article

Enhancing responses from large language models with role-playing prompts: a comparative study on answering frequently asked questions about total knee arthroplasty.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03024-5

By:

Chen, Yi-Chen;
Lee, Sheng-Hsun;
Sheu, Huan;
Lin, Sheng-Hsuan;
Hu, Chih-Chien;
Fu, Shih-Chen;
Yang, Cheng-Pang;
Lin, Yu-Chih

Publication type:

Article

A deep learning model integrating domain-specific features for enhanced glaucoma diagnosis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02925-9

By:

Xu, Jie;
Jing, Erkang;
Chai, Yidong

Publication type:

Article

Development of a machine learning prediction model for loss to follow-up in HIV care using routine electronic medical records in a low-resource setting.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03030-7

By:

Endebu, Tamrat;
Taye, Girma;
Deressa, Wakgari

Publication type:

Article

Psychometric properties of the Danish SDM-Q-9 questionnaire for shared decision-making in patients with pelvic floor disorders and low back pain: item response theory modelling.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03023-6

By:

Hulbaek, Mette;
Petersen, Sofie Ronja;
Ibsen, Charlotte

Publication type:

Article

The Beacon Wiki: Mapping oncological information across the European Union.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03015-6

By:

Coppini, Veronica;
Ferraris, Giulia;
Ferrari, Maria Vittoria;
Monzani, Dario;
Dahò, Margherita;
Fragale, Elisa;
Grasso, Roberto;
Pietrobon, Ricardo;
Machiavelli, Aline;
Teixeira, Lucas;
Galvão, Victor;
Pravettoni, Gabriella

Publication type:

Article

Deep learning health space model for ordered responses.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03026-3

By:

Lee, Chanhee;
Park, Taesung

Publication type:

Article

Secondary use of health records for prediction, detection, and treatment planning in the clinical decision support system: a systematic review.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03021-8

By:

Pant, Dipendra;
Nytrø, Øystein;
Leventhal, Bennett L.;
Clausen, Carolyn;
Koochakpour, Kaban;
Stien, Line;
Westbye, Odd Sverre;
Koposov, Roman;
Røst, Thomas Brox;
Frodl, Thomas;
Skokauskas, Norbert

Publication type:

Article

Federated SPARQL query performance evaluation for exploring disease model mouse: combining gene expression, orthology, and disease knowledge graphs.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03013-8

By:

Kushida, Tatsuya;
de Farias, Tarcisio Mendes;
Sima, Ana C.;
Dessimoz, Christophe;
Chiba, Hirokazu;
Bastian, Frederic B.;
Masuya, Hiroshi

Publication type:

Article

A meta-analysis of the diagnostic test accuracy of artificial intelligence predicting emergency department dispositions.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03010-x

By:

Kuo, Kuang-Ming;
Chang, Chao Sheng

Publication type:

Article

Developing a multiomics data-based mathematical model to predict colorectal cancer recurrence and metastasis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03012-9

By:

Li, Bing;
Xiao, Ming;
Zeng, Rong;
Zhang, Le

Publication type:

Article

Development and application of an early prediction model for risk of bloodstream infection based on real-world study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03020-9

By:

Hu, Xiefei;
Zhi, Shenshen;
Li, Yang;
Cheng, Yuming;
Fan, Haiping;
Li, Haorong;
Meng, Zihao;
Xie, Jiaxin;
Tang, Shu;
Li, Wei

Publication type:

Article

A knowledge-based clinical decision support system for personalized health examination items in China: design and evaluation.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03019-2

By:

Wu, Dan;
An, Jiye;
Nan, Shan;
She, Yutong;
Duan, Huilong;
Deng, Ning

Publication type:

Article

Classification of lung cancer severity using gene expression data based on deep learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03011-w

By:

Nassif, Ali Bou;
Abujabal, Nour Ayman;
Omar, Aya Alchikh

Publication type:

Article

Application of artificial intelligence medical imaging aided diagnosis system in the diagnosis of pulmonary nodules.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03009-4

By:

Yang, Ya;
Wang, Pan;
Yu, Chengzhou;
Zhu, Jing;
Sheng, Jinping

Publication type:

Article

Optimizing unsupervised feature engineering and classification pipelines for differentiated thyroid cancer recurrence prediction.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03018-3

By:

Onah, Emmanuel;
Eze, Uche Jude;
Abdulraheem, Abdullahi Salahudeen;
Ezigbo, Ugochukwu Gabriel;
Amorha, Kosisochi Chinwendu;
Ntie-Kang, Fidele

Publication type:

Article

Insights into healthcare workers' perceptions of electronic medical record system utilization: a cross-sectional study in Mafeteng district, Lesotho.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02858-3

By:

Sekoai, Tebeli E.;
Turner, Astrid;
Mitchell, Janine

Publication type:

Article

Auto-expansion software prompting reduces abbreviation use in electronic hospital discharge letters: an observational pre- and post-intervention study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03005-8

By:

Toomath, Shamus;
Hibbert, Emily J

Publication type:

Article

Identification of relevant features using SEQENS to improve supervised machine learning models predicting AML treatment outcome.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03001-y

By:

Pons-Suñer, Pedro;
Signol, François;
Alvarez, Noemi;
Sargas, Claudia;
Dorado, Sara;
Ortí, Jose Vicente Gil;
Delgado Sanchis, Juan A.;
Llop, Marta;
Arnal, Laura;
Llobet, Rafael;
Perez-Cortes, Juan-Carlos;
Ayala, Rosa;
Barragán, Eva

Publication type:

Article

Predicting preeclampsia in early pregnancy using clinical and laboratory data via machine learning model.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02999-5

By:

Chen, Songchang;
Li, Jia;
Zhang, Xiao;
Xu, Wenqiu;
Qiu, Zhixu;
Yan, Siyao;
Zhao, Wenrui;
Zhao, Zhiguang;
Tian, Peirun;
Zhao, Qiang;
Zhang, Qun;
Chen, Weiping;
Li, Huahua;
Ruan, Xiaohong;
Xiao, Gefei;
Zhang, Sufen;
Hu, Liqing;
Qin, Jie;
Huang, Wuyan;
Li, Zhongzhe

Publication type:

Article

A hybrid approach for binary and multi-class classification of voice disorders using a pre-trained model and ensemble classifiers.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02978-w

By:

Rahman, Mehtab Ur;
Direkoglu, Cem

Publication type:

Article

Virtual body image exercises for people with obesity – results on eating behavior and body perception of the ViTraS pilot study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02993-x

By:

Gemesi, Kathrin;
Döllinger, Nina;
Weinberger, Natascha-Alexandra;
Wolf, Erik;
Mal, David;
Keppler, Sebastian;
Wenninger, Stephan;
Bader, Emily;
Wienrich, Carolin;
Luck-Sikorski, Claudia;
Latoschik, Marc Erich;
Israel, Johann Habakuk;
Botsch, Mario;
Holzapfel, Christina

Publication type:

Article

SEM model analysis of diabetic patients' acceptance of artificial intelligence for diabetic retinopathy.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03008-5

By:

Jin, Luchang;
Tao, Yanmin;
Liu, Ya;
Liu, Gang;
Lin, Lin;
Chen, Zixi;
Peng, Sihan

Publication type:

Article

Applications of machine learning approaches for pediatric asthma exacerbation management: a systematic review.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02990-0

By:

Zhou, Chunni;
Shuai, Liu;
Hu, Hao;
Ung, Carolina Oi Lam;
Lai, Yunfeng;
Fan, Lijun;
Du, Wei;
Wang, Yan;
Li, Meng

Publication type:

Article

Simulating the overload of medical processes due to system failures during a cyberattack.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02988-8

By:

Willing, Markus;
Ebbers, Simon;
Dresen, Christian;
Czolbe, Marc;
Saatjohann, Christoph;
Schinzel, Sebastian

Publication type:

Article

Explainable machine learning algorithm to predict cardiovascular event in patients undergoing peritoneal dialysis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03003-w

By:

Yan, Qiqi;
Liu, Guiling;
Wang, Ruifeng;
Li, Dandan;
Chen, Xiaoli;
Cong, Jingjing;
Wang, Deguang

Publication type:

Article

Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02998-6

By:

Paolo, Domenico;
Greco, Carlo;
Cortellini, Alessio;
Ramella, Sara;
Soda, Paolo;
Bria, Alessandro;
Sicilia, Rosa

Publication type:

Article

A machine learning-based severity stratification tool for high altitude pulmonary edema.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02992-y

By:

Gesang, Luobu;
Suona, Yangzong;
Danzeng, Zhuoga;
Ci, Bai;
Gesang, Quzhen;
Cidan, WangJiu;
Dingzeng, Qiangba;
Baima, Zhuoga;
Zhaxi, Quzhen

Publication type:

Article

ABiMed: An intelligent and visual clinical decision support system for medication reviews and polypharmacy management.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03002-x

By:

Abdelmalek, Mouazer;
Romain, Léguillon;
Nada, Boudegzdame;
Thibaud, Levrard;
Yoann, Le Bars;
Christian, Simon;
Brigitte, Séroussi;
Julien, Grosjean;
Romain, Lelong;
Catherine, Letord;
Stéfan, Darmoni;
Matthieu, Schuers;
Joël, Belmin;
Karima, Sedki;
Sophie, Dubois;
Hector, Falcoff;
Rosy, Tsopra;
Jean-Baptiste, Lamy

Publication type:

Article

A machine learning–based framework for predicting postpartum chronic pain: a retrospective study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03004-9

By:

Liu, Fan;
Li, Ting;
Zhou, Dongxu;
Shi, Shengnan;
Gong, Xingrui

Publication type:

Article

Automated machine learning for early prediction of systemic inflammatory response syndrome in acute pancreatitis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02997-7

By:

Zhang, Rufa;
Zhu, Shiqi;
Shi, Li;
Zhang, Hao;
Xu, Xiaodan;
Xiang, Bo;
Wang, Min

Publication type:

Article

Lactate dehydrogenase to albumin ratio and poor prognosis after thrombolysis in ischemic stroke patients: developing a novel nomogram.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02991-z

By:

Zhang, Xiao-Dan;
Zhang, Zong-Yong;
Zhao, Ming-Pei;
Zhang, Xiang-Tao;
Wang, Neng;
Gao, Hong-Zhi;
Lin, Yuan-Xiang;
Zheng, Zong-Qing

Publication type:

Article

CRISP: A causal relationships-guided deep learning framework for advanced ICU mortality prediction.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02981-1

By:

Wang, Linna;
Guo, Xinyu;
Shi, Haoyue;
Ma, Yuehang;
Bao, Han;
Jiang, Lihua;
Zhao, Li;
Feng, Ziliang;
Zhu, Tao;
Lu, Li

Publication type:

Article

Comparative evaluation of artificial intelligence models GPT-4 and GPT-3.5 in clinical decision-making in sports surgery and physiotherapy: a cross-sectional study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02996-8

By:

Saglam, Sönmez;
Uludag, Veysel;
Karaduman, Zekeriya Okan;
Arıcan, Mehmet;
Yücel, Mücahid Osman;
Dalaslan, Raşit Emin

Publication type:

Article

Towards interpretable sleep stage classification with a multi-stream fusion network.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02995-9

By:

Chen, Jingrui;
Fan, Xiaomao;
Ge, Ruiquan;
Xiao, Jing;
Wang, Ruxin;
Ma, Wenjun;
Li, Ye

Publication type:

Article

Predicting the efficacy of microwave ablation of benign thyroid nodules from ultrasound images using deep convolutional neural networks.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02989-7

By:

Agyekum, Enock Adjei;
Wang, Yu-guo;
Issaka, Eliasu;
Ren, Yong-zhen;
Tan, Gongxun;
Shen, Xiangjun;
Qian, Xiao-qin

Publication type:

Article

Explainable AI for enhanced accuracy in malaria diagnosis using ensemble machine learning models.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02874-3

By:

Awe, Olushina Olawale;
Mwangi, Peter Njoroge;
Goudoungou, Samuel Kotva;
Esho, Ruth Victoria;
Oyejide, Olanrewaju Samuel

Publication type:

Article

MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-02994-w

By:

Lilli, Livia;
Santoro, Mario;
Masiello, Valeria;
Patarnello, Stefano;
Tagliaferri, Luca;
Marazzi, Fabio;
Capocchiano, Nikola Dino

Publication type:

Article