BMC Medical Informatics Decis. Mak.

Keyphrases

Publications

volume 24, number 1, 2024

Alan Renier Jamal Occhioni Molter, Naise Oliveira da Rocha Carvalho, Paloma Ribeiro Torres, Marlete Pereira da Silva, Patrícia Dias de Brito, Pedro Emmanuel Alvarenga Americano do Brasil, Claudio Fico Fonseca, Adriana Costa Bacelo
Development of a mobile application to represent food intake in inpatients: dietary data systematization. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Anying Bai, Mingyu Si, Peng Xue, Yimin Qu, Yu Jiang
Artificial intelligence performance in detecting lymphoma from medical imaging: a systematic review and meta-analysis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jie Hu, Zixian Huang, Xuewen Ge, Yulin Shen, Yihan Xu, Zirui Zhang, Guangyin Zhou, Junjie Wang, Shan Lu, Yun Yu, Cheng Wan, Xin Zhang, Ruochen Huang, Yun Liu, Gong Cheng
Development and application of Chinese medical ontology for diabetes mellitus. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Simran Saggu, Hirad Daneshvar, Reza Samavi, Paulo Pires, Roberto B. Sassi, Thomas E. Doyle, Judy Zhao, Ahmad Mauluddin, Laura Duncan
Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Meredith Gunlicks-Stoessel, Yangchenchen Liu, Catherine Parkhill, Nicole Morrell, Mimi Choy-Brown, Christopher Mehus, Joel Hetler, Gerald August
Adolescent, parent, and provider attitudes toward a machine learning based clinical decision support system for selecting treatment for youth depression. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Liza G. G. van Lent, Mirte van der Ham, Maja J. A. de Jonge, Eelke H. Gort, Marjolein van Mil, Jeroen Hasselaar, Carin C. D. van der Rijt, Jelle van Gurp, Julia C. M. van Weert
Patient values in patient-provider communication about participation in early phase clinical cancer trials: a qualitative analysis before and after implementation of an online value clarification tool intervention. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Fatma M. Talaat, Shaker El-Sappagh, Khaled Alnowaiser, Esraa Hassan
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Wei Li, Xin Min, Panpan Ye, Weidong Xie, Dazhe Zhao
Temporal topic model for clinical pathway mining from electronic medical records. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Xiaoli Wu, Hao Wu, Shouliang Miao, Guoquan Cao, Huang Su, Jie Pan, Yilun Xu
Deep learning prediction of esophageal squamous cell carcinoma invasion depth from arterial phase enhanced CT images: a binary classification approach. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Ruibin Wang, Kavisha Jayathunge, Rupert Page, Hailing Li, Jian Jun Zhang, Xiaosong Yang
Hybrid architecture based intelligent diagnosis assistant for GP. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Yufeng Zhang, Jessica R. Golbus, Emily Wittrup, Keith D. Aaronson, Kayvan Najarian
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Atul Kumar Jain, Prashant Sharma, Sarkaft Saleh, Tuphan Kanti Dolai, Subhas Chandra Saha, Rashmi Bagga, Alka Rani Khadwal, Amita Trehan, Izabela Nielsen, Anilava Kaviraj, Reena Das, Subrata Saha
Multi-criteria decision making to validate performance of RBC-based formulae to screen β-thalassemia trait in heterogeneous haemoglobinopathies. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Sarayut Julkaew, Thakerng Wongsirichot, Kasikrit Damkliang, Pornpen Sangthawan
DeepVAQ : an adaptive deep learning for prediction of vascular access quality in hemodialysis patients. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Anthony S. Maida, Xiali Hei
A reliable diabetic retinopathy grading via transfer learning and ensemble learning with quadratic weighted kappa metric. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Chun-Hei Lai, Prudence Kwan-Lam Mok, Wai-Wang Chau, Sheung-Wai Law
Application of machine learning models on predicting the length of hospital stay in fragility fracture patients. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Yifei Du, Yu Gu
The development of evaluation scale of the patient satisfaction with telemedicine: a systematic review. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Joon Yul Choi, Ik Hee Ryu, Jin Kuk Kim, In Sik Lee, Tae Keun Yoo
Development of a generative deep learning model to improve epiretinal membrane detection in fundus photography. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Yuan Tian, Rui Li, Guanlong Wang, Kai Xu, Hongxia Li, Lei He
Prediction of postoperative infectious complications in elderly patients with colorectal cancer: a study based on improved machine learning. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Chang-Jiang Zhang, Yuan-Lu, Fu-Qin Tang, Hai-Peng Cai, Yin-Fen Qian, Chao-Wang
Heart failure classification using deep learning to extract spatiotemporal features from ECG. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Pedro Cardoso, John M. Dennis, Jack Bowden, Beverley M. Shields, Trevelyan J. McKinley
Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application to predict optimal type 2 diabetes therapy. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Zhibin Huang, Keen Yang, Hongtian Tian, Huaiyu Wu, Shuzhen Tang, Chen Cui, Siyuan Shi, Yitao Jiang, Jing Chen, Jinfeng Xu, Fajin Dong
A validation of an entropy-based artificial intelligence for ultrasound data in breast tumors. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Qianning Liu, Yifan Chen, Peng Xie, Ying Luo, Buxuan Wang, Yuanxi Meng, Jiaqian Zhong, Jiaqi Mei, Wei Zou
Development of a predictive machine learning model for pathogen profiles in patients with secondary immunodeficiency. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Yujing Cheng, Xin Yang, Ying Wang, Qi Li, Wanlu Chen, Run Dai, Chan Zhang
Multiple machine-learning tools identifying prognostic biomarkers for acute Myeloid Leukemia. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Joshua Yondjo, Joyce Siette
"VR is the future": perspectives of healthcare professionals on virtual reality as a diagnostic tool for dementia status in primary care. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Salmonn Talebi, Elizabeth Tong, Anna Li, Ghiam Yamin, Greg Zaharchuk, Mohammad R. K. Mofrad
Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Andrew M. Simms, Anshul Kanakia, Muhammad Sipra, Bhaskar Dutta, Noel Southall
A patient safety knowledge graph supporting vaccine product development. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Menglu Wang, Guangjian Liu, Zhennan Ni, Qianjun Yang, Xiaojun Li, Zhisheng Bi
Acute kidney injury comorbidity analysis based on international classification of diseases-10 codes. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Nahid Azdaki, Fatemeh Salmani, Toba Kazemi, Neda Partovi, Saeede Khosravi Bizhaem, Masomeh Noori Moghadam, Yoones Moniri, Ehsan Zarepur, Noushin Mohammadifard, Hassan Alikhasi, Fatemeh Nouri, Nizal Sarrafzadegan, Seyyed Ali Moezi, Mohammad Reza Khazdair
Which risk factor best predicts coronary artery disease using artificial neural network method? BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Andreas Blomqvist, Maria Bäck, Leonie Verheijden Klompstra, Anna Strömberg, Tiny Jaarsma
Usability and feasibility analysis of an mHealth-tool for supporting physical activity in people with heart failure. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Lin Lawrence Guo, Keith E. Morse, Catherine Aftandilian, Ethan Steinberg, Jason Alan Fries, José D. Posada, Scott Lanyon Fleming, Joshua Lemmon, Karim Jessa, Nigam Shah, Lillian Sung
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jason Mao, Grace Gomez Felix Gomez, Mei Wang, Huiping Xu, Thankam P. Thyvalikakath
Prediction of Sjögren's disease diagnosis using matched electronic dental-health record data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Tudor Groza, J. Harry Caufield, Dylan Gration, Gareth Baynam, Melissa A. Haendel, Peter N. Robinson, Christopher J. Mungall, Justin T. Reese
An evaluation of GPT models for phenotype concept recognition. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jiajing Li, Yuanyuan Dai, Zhicheng Mu, Zhonghai Wang, Juan Meng, Tao Meng, Jimin Wang
Choice of refractive surgery types for myopia assisted by machine learning based on doctors' surgical selection data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Simone Maria Kagerbauer, Bernhard Ulm, Armin Horst Podtschaske, Dimislav Ivanov Andonov, Manfred Blobner, Bettina Jungwirth, Martin Graessner
Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Md Ashiqul Haque, Muditha Lakmali Bodawatte Gedara, Nathan Nickel, Maxime Turgeon, Lisa M. Lix
The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Mengjie Hu, Han Peng, Xuan Zhang, Lefeng Wang, Jingjing Ren
Building gender-specific sexually transmitted infection risk prediction models using CatBoost algorithm and NHANES data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Akhila Abdulnazar, Amila Kugic, Stefan Schulz, Vanessa Stadlbauer, Markus Kreuzthaler
O2 supplementation disambiguation in clinical narratives to support retrospective COVID-19 studies. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Anna-Jasmin Wetzel, Malte Klemmt, Regina Müller, Monika A. Rieger, Stefanie Joos, Roland Koch
Only the anxious ones? Identifying characteristics of symptom checker app users: a cross-sectional survey. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Zhidong Zhao, Jiawei Zhu, Pengfei Jiao, Jinpeng Wang, Xiaohong Zhang, Xinmiao Lu, Yefei Zhang
Hybrid-FHR: a multi-modal AI approach for automated fetal acidosis diagnosis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Kim Greaves, Amanda King, Zoltan Bourne, Jennifer Welsh, Mark Morgan, M. Ximena Tolosa, Carissa Bonner, Tony Stanton, Michael Fryer, Rosemary Korda
Participant characteristics and reasons for non-consent to health information linkage for research: experiences from the ATHENA COVID-19 study. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Sophie C. Renckens, H. Roeline Pasman, Zina Jorna, Hanna T. Klop, Chantal du Perron, Lia van Zuylen, Monique A. H. Steegers, Birkitt L. ten Tusscher, Margo M. C. van Mol, Lilian C. M. Vloet, Bregje D. Onwuteaka-Philipsen
Varying (preferred) levels of involvement in treatment decision-making in the intensive care unit before and during the COVID-19 pandemic: a mixed-methods study among relatives. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Liza Grosman-Rimon, Pete Wegier, Ruben Rodriguez, Jane Casey, Susan Tory, Jhanvi Solanki, Barbara E. Collins
A command centre implementation before and during the COVID-19 pandemic in a community hospital. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Rufa Zhang, Minyue Yin, Anqi Jiang, Shihou Zhang, Xiaodan Xu, Luojie Liu
Automated machine learning for early prediction of acute kidney injury in acute pancreatitis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Michael Selle, Magdalena Kircher, Cornelia Schwennen, Christian Visscher, Klaus Jung
Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Simone Maria Kagerbauer, Bernhard Ulm, Armin Horst Podtschaske, Dimislav Ivanov Andonov, Manfred Blobner, Bettina Jungwirth, Martin Graessner
Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Yuting Li, Yukuan Lou, Man Liu, Siyi Chen, Peng Tan, Xiang Li, Huaixin Sun, Weixin Kong, Suhua Zhang, Xiang Shao
Machine learning based biomarker discovery for chronic kidney disease-mineral and bone disorder (CKD-MBD). BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jie Yang, Jing-Fang Wang, Lei Feng, Shihui Hou, Kaizhen Yv, Liang Xu, Kehong Chen
Machine learning algorithms for the prediction of adverse prognosis in patients undergoing peritoneal dialysis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Martijn C. Schut, Dave A. Dongelmans, Dylan W. De Lange, Sylvia Brinkman, D. P. Verbiest, L. F. te Velde, E. M. van Driel, T. Rijpstra, P. H. J. Elbers, A. P. I. Houwink, L. Georgieva, E. Verweij, R. M. de Jong, F. M. van Iersel, T. J. J. Koning, E. Rengers, N. Kusadasi, M. L. Erkamp, R. Van den Berg, C. J. M. G. Jacobs, J. L. Epker, A. A. Rijkeboer, M. T. de Bruin, P. Spronk, A. Draisma, D. J. Versluis, A. E. van den Berg, M. Vrolijk-de Mos, J. A. Lens, R. V. Pruijsten, H. Kieft, J. Rozendaal, Fleur G. C. A. Nooteboom, D. P. Boer, I. T. A. Janssen, L. van Gulik, M. P. Koetsier, V. M. Silderhuis, R. M. Schnabel, I. Drogt, Wouter de Ruijter, Robert-Jan Bosman, T. Frenzel, Louise C. Urlings-Strop, A. Dijkhuizen, I. Z. Hené, A. R. de Meijer, J. W. M. Holtkamp, N. Postma, A. J. G. H. Bindels, R. M. J. Wesselink, E. R. van Slobbe-Bijlsma, Peter H. J. van der Voort, B. J. W. Eikemans, D. Jannet Mehagnoul-Schipper, D. Gommers, J. G. Lutisan, M. Hoeksema, M. G. W. Barnas, Barbara Festen-Spanjer, M. van Lieshout, N. C. Gritters, Martijn van Tellingen, Gert B. Brunnekreef, J. Vandeputte, T. P. J. Dormans, M. E. Hoogendoorn, M. de Graaff, D. Moolenaar, Auke C. Reidinga, J. J. Spijkstra, R. de Waal, D. Ramnarain, Nicolette F. de Keizer, Ameen Abu-Hanna
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Wenjing Cao, Azidah Abdul Kadir, Wenzhen Tang, Juan Wang, Jiamu Yuan, Intan Idiana Hassan
Effectiveness of mobile application interventions for stroke survivors: systematic review and meta-analysis. BMC Medical Informatics Decis. Mak. 24 (1) (2024)