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

Results: 260

Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03045-0

By:

Bergomi, Laura;
Nicora, Giovanna;
Orlowska, Marta Anna;
Podrecca, Chiara;
Bellazzi, Riccardo;
Fregosi, Caterina;
Salinaro, Francesco;
Bonzano, Marco;
Crescenzi, Giuseppe;
Speciale, Francesco;
Di Pietro, Santi;
Zuccaro, Valentina;
Asperges, Erika;
Sacchi, Paolo;
Valsecchi, Pietro;
Pagani, Elisabetta;
Catalano, Michele;
Bortolotto, Chandra;
Preda, Lorenzo;
Parimbelli, Enea

Publication type:

Article

Predictive estimations of health systems resilience using machine learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03111-7

By:

Jatobá, Alessandro;
de Castro-Nunes, Paula;
Palmieri, Paloma;
Machado Araujo de Oliveira, Omara;
Passos Simões, Patricia;
da Silva Fonseca, Valéria;
de Carvalho, Paulo Victor Rodrigues

Publication type:

Article

An interpretable machine learning model for predicting bone marrow invasion in patients with lymphoma via <sup>18</sup>F-FDG PET/CT: a multicenter study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03110-8

By:

Zhu, Xinyu;
Lu, Denglu;
Wu, Yang;
Lu, Yanqi;
He, Liang;
Deng, Yanyun;
Mu, Xingyu;
Fu, Wei

Publication type:

Article

Development and external validation of a machine learning model for predicting drug-induced immune thrombocytopenia in a real-world hospital cohort.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03107-3

By:

Van Dung, Hoang;
Tan, Vu Manh;
Dieu, Nguyen Thi;
Van Linh, Pham;
Van Khai, Nguyen;
Ngan, Tran Thi;
Phuong, Nguyen Thi Thu

Publication type:

Article

Interpretable prediction of hospital mortality in bleeding critically ill patients based on machine learning and SHAP.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03101-9

By:

Ren, Bingkui;
Zhang, Yuping;
Chen, Siying;
Dai, Jinglong;
Chong, Junci;
Zhong, Yifei;
Deng, Mengkai;
Jiang, Shaobo;
Chang, Zhigang

Publication type:

Article

Predicting individual hemoglobin abnormalities using longitudinal data in clinical practice.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03085-6

By:

Namazkhan, Maliheh;
van Tuijn, Karel Jan;
Kaptein, Maurits;
van Horssen, Remco

Publication type:

Article

Deep learning-based delineation of whole-body organs at risk empowering adaptive radiotherapy.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03062-z

By:

Chen, Zi-Hang;
Li, Song-Feng;
Xu, Ling-Xin;
Tian, Meng-Qiu;
Li, Feng;
Yang, Yu-Xian;
Wu, Chen-Fei;
Zhou, Guan-Qun;
Lin, Li;
Lu, Yao;
Sun, Ying

Publication type:

Article

Deep learning image reconstruction and adaptive statistical iterative reconstruction on coronary artery calcium scoring in high risk population for coronary heart disease.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03049-w

By:

Zhu, Lijuan;
Shi, Xiaomeng;
Tang, Lusong;
Machida, Haruhiko;
Yang, Lili;
Ma, Meixiang;
Ha, Ruoshui;
Shen, Yun;
Wang, Fang;
Chen, Dazhi

Publication type:

Article

Advancing shock prediction: leveraging prior knowledge and self-controlled data for enhanced model accuracy and generalizability.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03108-2

By:

Tsai, Cheng-Yu;
Huang, Xiu-Rong;
Kuo, Po-Tsun;
Chen, Tzu-Tao;
Yeh, Yun-Kai;
Chen, Kuan-Yuan;
Majumdar, Arnab;
Tseng, Chien-Hua

Publication type:

Article

Utilizing machine learning models for predicting outcomes in acute pancreatitis: development and validation in three retrospective cohorts.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03103-7

By:

Gu, Kaier;
Liu, Yang

Publication type:

Article

Accompanying the prostate cancer patient pathway: evaluation of novel clinical decision support software in patients with early diagnosis of prostate cancer.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03098-1

By:

Engesser, Christian;
Henkel, Maurice;
Stalder, Aurelien F.;
Tobias, Horn;
Trotsenko, Pawel;
Alargkof, Viktor;
Cornford, Philip;
Seifert, Helge;
Stieltjes, Bram;
Wetterauer, Christian

Publication type:

Article

Predicting antiretroviral therapy adherence status of adult HIV-positive patients using machine-learning Northwest, Ethiopia, 2025.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03106-4

By:

Yeneakal, Kelemua Aschale;
Teferi, Gizaw Hailiye;
Mihret, Temesgen T.;
Mengistu, Abraham Keffale;
Tizie, Sefefe Birhanu;
Tadele, Maru Meseret

Publication type:

Article

Benchmarking bias in embeddings of healthcare AI models: using SD-WEAT for detection and measurement across sensitive populations.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03102-8

By:

Gray, Magnus;
Wu, Leihong

Publication type:

Article

Development of an explainable machine learning model for predicting device-related pressure injuries in clinical settings.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03090-9

By:

Qian, Yijie;
Pan, Hongying;
Chen, Jun;
Hu, Hongyang;
Fang, Mei;
Huang, Chen;
Xu, Yihong;
Gao, Yang

Publication type:

Article

A holistic framework for intradialytic hypotension prediction using generative adversarial networks-based data balancing.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03094-5

By:

Lin, Hsuan-Ming;
Lyu, JrJung

Publication type:

Article

Streamlining medical software development with CARE lifecycle and CARE agent: an AI-driven technology readiness level assessment tool.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03099-0

By:

Hart, Steven N.;
Day, Patrick L.;
Garcia, Christopher A.

Publication type:

Article

A novel method to predict the haemoglobin concentration after kidney transplantation based on machine learning: prediction model establishment and method optimization.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03060-1

By:

He, Songping;
Li, Xiangxi;
Peng, Fangyu;
Liao, Jiazhi;
Lu, Xia;
Guo, Hui;
Tan, Xin;
Chen, Yanyan

Publication type:

Article

Association between blood urea nitrogen to albumin ratio and 28-day mortality in ICU patients with acute respiratory failure: a retrospective analysis of MIMIC-IV database.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03100-w

By:

Li, Zhen;
Xie, Jun;
He, Qian;
Li, Chong

Publication type:

Article

MIDAS: a technology-enabled hub-and-spoke system for the collection and dissemination of high-quality medical datasets in India.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03092-7

By:

Maity, Dibyajyoti;
Satish, Rohit;
Dharmaraju, Raghu;
Chandru, Vijay;
Sundaresan, Rajesh;
Singh, Harpreet;
Pal, Debnath

Publication type:

Article

A narrative review of the use of PROMs and machine learning to impact value-based clinical decision-making.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03083-8

By:

Pruski, Michal;
Willis, Simone;
Withers, Kathleen

Publication type:

Article

medAL-suite: A software solution for creating and deploying complex clinical decision support algorithms.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03077-6

By:

Cobuccio, Ludovico Gennaro;
Faivre, Vincent;
Tan, Rainer;
Vonlanthen, Alan;
Beynon, Fenella;
Barchichat, Emmanuel;
Fresco, Alain;
Girard, Quentin;
Ucak, Sinan;
Schaufelberger, Sylvain;
Mtebene, Ibrahim Evans;
Agrea, Peter;
Kalisa, Emmanuel;
Levine, Gillian A.;
Norris, Martin;
Renggli, Sabine;
Miauton, Alix;
Cleveley, Lisa;
Keitel, Kristina;
Thabard, Julien

Publication type:

Article

Machine learning-based predictive tools and nomogram for in-hospital mortality in critically ill cancer patients: development and external validation using retrospective cohorts.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03054-z

By:

Gu, Kaier;
Lu, Saisai

Publication type:

Article

Development and external validation of machine learning models for the early prediction of malnutrition in critically ill patients: a prospective observational study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03082-9

By:

Liu, Yi;
Xu, Yehua;
Guo, Lixia;
Chen, Zhongbin;
Xia, Xueqin;
Chen, Feng;
Tang, Li;
Jiang, Hua;
Xie, Caixia

Publication type:

Article

Keyword-optimized template insertion for clinical note classification via prompt-based learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03071-y

By:

Alleva, Eugenia;
Landi, Isotta;
Shaw, Leslee J.;
Böttinger, Erwin;
Ensari, Ipek;
Fuchs, Thomas J.

Publication type:

Article

Towards a prescribing monitoring system for medication safety evaluation within electronic health records: a scoping review.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03096-3

By:

Scherkl, Camilo;
Dierkes, Theresa;
Metzner, Michael;
Czock, David;
Seidling, Hanna M.;
Haefeli, Walter E.;
Meid, Andreas D.

Publication type:

Article

Exploring the possibilities and limitations of customized large language model to support and improve cervical cancer screening.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03088-3

By:

Angyal, Viola;
Bertalan, Ádám;
Domján, Péter;
Dinya, Elek

Publication type:

Article

AMPDECIDE amputation level patient decision aids: a feasibility study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03084-7

By:

Henderson, Alison W.;
Soltani, Maryam;
Suckow, Bjoern D.;
Kern, Alison R.;
Matlock, Daniel D.;
Czerniecki, Joseph M.;
Norvell, Daniel C.

Publication type:

Article

The impact of a patient decision aid for patients with advanced laryngeal carcinoma – a multicenter study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03080-x

By:

Heirman, Anne N.;
Petersen, Japke F.;
Al-Mamgani, Abrahim;
Eerenstein, Simone E. J.;
de Kleijn, Bertram J.;
Hoebers, Frank;
Tijink, Bernard M.;
van der Molen, Lisette;
Halmos, Gyorgy B.;
Dirven, Richard;
Stuiver, Martijn M.;
van den Brekel, Michiel W. M.

Publication type:

Article

From hospital to home: a comprehensive platform supporting cardiac rehabilitation post-revascularization.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03079-4

By:

Bakhshayesh, Samaneh;
Gholoobi, Arash;
Moulaei, Khadijeh;
Khoshrounejad, Farnaz;
Mazaheri Habibi, Mohammad Reza;
Ebnehoseini, Zahra;
Jangi, Majd;
Eslami, Saeid

Publication type:

Article

Health information system in primary health care units of the Central Zone, Tigray, Northern Ethiopia.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03078-5

By:

Gebretsadik, Letekirstos Gebreegziabher;
Belachew, Abate Bekele;
Gebrekidan, Gebregziabher Berihu;
Bayray, Alemayohu;
Lemlem, Akberet;
Dangew, Lewtnesh Berihun;
Abebe, Haftom Temesgen

Publication type:

Article

Nonlinear association between visceral fat metabolism score and heart failure: insights from LightGBM modeling and SHAP-Driven feature interpretation in NHANES.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03076-7

By:

Cheng, Ningyi;
Chen, Yukun;
Jin, Lei;
Chen, Liangwan

Publication type:

Article

Assessing GPT and DeepL for terminology translation in the medical domain: A comparative study on the human phenotype ontology.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03075-8

By:

Noll, Richard;
Berger, Alexandra;
Kieu, Dominik;
Mueller, Tobias;
O. Bohmann, Ferdinand;
Müller, Angelina;
Holtz, Svea;
Stoffers, Philipp;
Hoehl, Sebastian;
Guengoeze, Oya;
Eckardt, Jan-Niklas;
Storf, Holger;
Schaaf, Jannik

Publication type:

Article

A systematic review of microsimulation models for skin cancer.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03074-9

By:

Watts, Caroline G.;
McLoughlin, Kirstie G.;
Wade, Stephen;
Smit, Amelia K.;
Soyer, H. Peter;
Fernandez-Peñas, Pablo;
Whiteman, David C.;
Guitera, Pascale;
Reyes-Marcelino, Gillian;
Canfell, Karen;
Cust, Anne E.;
Caruana, Michael

Publication type:

Article

Attention-driven hybrid deep learning and SVM model for early Alzheimer's diagnosis using neuroimaging fusion.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03073-w

By:

Paduvilan, Arjun Kidavunil;
Livingston, Godlin Atlas Lawrence;
Kuppuchamy, Sampath Kumar;
Dhanaraj, Rajesh Kumar;
Subramanian, Muthuvel;
Al-Rasheed, Amal;
Getahun, Masresha;
Soufiene, Ben Othman

Publication type:

Article

Data-driven decision making in patient management: a systematic review.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03072-x

By:

Lyu, Guoliang

Publication type:

Article

Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03070-z

By:

Digitale, Jean;
Franzon, Deborah;
Ge, Jin;
McCulloch, Charles;
Pletcher, Mark J.;
Gennatas, Efstathios D.

Publication type:

Article

Development of a prediction model for hemorrhagic transformation after intravenous thrombolysis in patients with acute ischemic stroke: a retrospective analysis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03068-7

By:

Chen, Yidan;
Lv, Wendie;
Liu, Xuhui;
Yan, Mingmin;
Zheng, Jing;
Yan, Dan;
Wang, Dan;
Yao, Yulin;
Liu, Bingxi;
Li, Yahui;
Wan, Yue

Publication type:

Article

Artificial intelligence in dentistry: insights and expectations from Swiss dental professionals.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03066-9

By:

Donati, Jérôme;
Beyer, Michel;
Brokmeier, Johannes;
Neuhaus, Klaus W.;
Thieringer, Florian M.;
Berg, Britt-Isabelle

Publication type:

Article

Deep learning-based cough classification using application-recorded sounds: a transfer learning approach with VGGish.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03065-w

By:

Han, Sanghoon;
Lee, Yu-rim;
Lee, Ji-ho;
Jeon, JinHee;
Min, Choongki;
Kim, Kyungnam;
Kim, Donghoon;
Kim, Myung Pyo;
Park, Young Mi;
An, Uiri;
Moon, Kyoung Min

Publication type:

Article

Machine learning for detection of diffusion abnormalities-related respiratory changes among normal, overweight, and obese individuals based on BMI and pulmonary ventilation parameters: an observational study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03064-x

By:

Song, Xin-Yue;
Xie, Xin-Peng;
Xu, Wen-Jing;
Cao, Yu-Jia;
Liang, Bin-Miao

Publication type:

Article

Computational modeling of infectious diseases: insights from network-based simulations on measles.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03063-y

By:

Branda, Francesco;
Veltri, Pierangelo;
Chiodo, Francesco;
Ciccozzi, Massimo;
Scarpa, Fabio;
Guzzi, Pietro Hiram

Publication type:

Article

Evaluating the performance of artificial intelligence-based speech recognition for clinical documentation: a systematic review.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03061-0

By:

Ng, Joel Jia Wei;
Wang, Eugene;
Zhou, Xinyan;
Zhou, Kevin Xiang;
Goh, Charlene Xing Le;
Sim, Gabriel Zheng Ning;
Tan, Hiang Khoon;
Goh, Serene Si Ning;
Ng, Qin Xiang

Publication type:

Article

Development of an ensemble prediction model for acute graft-versus-host disease in allogeneic transplantation based on machine learning.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03059-8

By:

Song, Lin;
Wu, Xingwei;
Xu, Mengjia;
Xue, Ling;
Yu, Xun;
Cheng, Zongqi;
Huang, Chenrong;
Miao, Liyan

Publication type:

Article

Implicit bias in ICU electronic health record data: measurement frequencies and missing data rates of clinical variables.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03058-9

By:

Shi, Junming;
Hubbard, Alan E.;
Fong, Nicholas;
Pirracchio, Romain

Publication type:

Article

Development and validation of machine learning classifiers for predicting treatment-needed retinopathy of prematurity.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03057-w

By:

Shoeibi, Nasser;
Abrishami, Majid;
Hosseini, Seyedeh Maryam;
Ansari-Astaneh, Mohammad-Reza;
Farrahi, Razieh;
Gharib, Bahareh;
Neghabi, Fatemeh;
Abrishami, Mojtaba;
Sakhaee, Mehdi;
Motamed Shariati, Mehrdad

Publication type:

Article

A deep learning model for predicting systemic lupus erythematosus-associated epitopes.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03056-x

By:

He, Jiale;
Liu, Zixia;
Tang, Xiaopo

Publication type:

Article

Risk factors and nomogram model for short-term postoperative complications in patients with hirschsprung disease.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03053-0

By:

Song, Aohua;
Zhang, Bobin;
Feng, Wei;
Hou, Jinping;
Die, Xiaohong;
Wang, Yi;
Guo, Zhenhua

Publication type:

Article

Multiclass skin lesion classification and localziation from dermoscopic images using a novel network-level fused deep architecture and explainable artificial intelligence.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03051-2

By:

Arshad, Mehak;
Khan, Muhammad Attique;
Almujally, Nouf Abdullah;
Alasiry, Areej;
Marzougui, Mehrez;
Nam, Yunyoung

Publication type:

Article

Deep learning image reconstruction and adaptive statistical iterative reconstruction on coronary artery calcium scoring in high risk population for coronary heart disease.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03049-w

By:

Zhu, Lijuan;
Shi, Xiaomeng;
Tang, Lusong;
Machida, Haruhiko;
Yang, Lili;
Ma, Meixiang;
Ha, Ruoshui;
Shen, Yun;
Wang, Fang;
Chen, Dazhi

Publication type:

Article

Priority setting of teleoncology services, and their barriers, and facilitators from oncologists and patients perspectives: a mixed-methods study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03042-3

By:

Keshvardoost, Sareh;
Bahaadinbeigy, Kambiz;
Shahidsales, Soodabeh;
Fatehi, Farhad;
Kalhori, Sharareh Rostam Niakan

Publication type:

Article