- Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider:
SPIKE: secure and private investigation of the kidney exchange problem. BMC Medical Informatics Decis. Mak. 22(1): 253 (2022) - Dawit Shibabaw Bogale, Tesfamariam M. Abuhay, Belayneh Endalamaw Dejene:
Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods. BMC Medical Informatics Decis. Mak. 22(1): 341 (2022) - Alessio Bottrighi, Marzio Pennisi, Annalisa Roveta, Costanza Massarino, Antonella Cassinari, Marta Betti, Tatiana Bolgeo, Marinella Bertolotti, Emanuele Rava, Antonio Maconi:
A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2. BMC Medical Informatics Decis. Mak. 22(1): 340 (2022) - Adrie Bouma, Femke van Nassau, Joske Nauta, Leonie Krops, Hidde van der Ploeg, Evert Verhagen, Lucas van der Woude, Helco van Keeken, Rienk Dekker, Willem van Mechelen, Vincent de Groot, Marike van der Leeden, Johannes Zwerver, Martin Fluit, Inge van den Akker-Scheek, Martin Stevens, Ronald Diercks, Willem Bossers, Laurien Buffart, Johan de Jong, Caroline Kampshoff, Hans Leutscher, Sacha van Twillert:
Implementing Exercise = Medicine in routine clinical care; needs for an online tool and key decisions for implementation of Exercise = Medicine within two Dutch academic hospitals. BMC Medical Informatics Decis. Mak. 22(1): 250 (2022) - Rachel Broadbent, Tania Seale, Christopher J. Armitage, Kim Linton:
The development of a decision aid to support Hodgkin lymphoma survivors considering lung cancer screening. BMC Medical Informatics Decis. Mak. 22(1): 29 (2022) - Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Jasper Vaneessen, Filip De Turck, Bruno Volckaert, Paul Boon, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae:
mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. BMC Medical Informatics Decis. Mak. 22(1): 87 (2022) - Marieke M. van Buchem, Olaf M. Neve, Ilse M. J. Kant, Ewout W. Steyerberg, Hileen Boosman, Erik F. Hensen:
Analyzing patient experiences using natural language processing: development and validation of the artificial intelligence patient reported experience measure (AI-PREM). BMC Medical Informatics Decis. Mak. 22(1): 183 (2022) - Jorie M. Butler, Bryan Smith Gibson, Olga V. Patterson, Laura J. Damschroder, Corrinne H. Halls, Daniel W. Denhalter, Matthew H. Samore, Haojia Li, Yue Zhang, Scott L. DuVall:
Clinician documentation of patient centered care in the electronic health record. BMC Medical Informatics Decis. Mak. 22(1): 65 (2022) - Catherine Byrd, Ureka Ajawara, Ryan Laundry, John Radin, Prasha Bhandari, Ann N. Leung, Summer Han, Stephen M. Asch, Steven B. Zeliadt, Alex H. S. Harris, Leah Backhus:
Performance of a rule-based semi-automated method to optimize chart abstraction for surveillance imaging among patients treated for non-small cell lung cancer. BMC Medical Informatics Decis. Mak. 22(1): 148 (2022) - Elena Calvo-Cidoncha, Concepción Camacho-Hernando, Faust Feu, Xavier Pastor-Duran, Carles Codina-Jané, Raimundo Lozano-Rubí:
OntoPharma: ontology based clinical decision support system to reduce medication prescribing errors. BMC Medical Informatics Decis. Mak. 22(1): 238 (2022) - Rachel Canaway, Douglas Boyle, Jo-Anne Manski-Nankervis, Kathleen Gray:
Identifying primary care datasets and perspectives on their secondary use: a survey of Australian data users and custodians. BMC Medical Informatics Decis. Mak. 22(1): 94 (2022) - Sergio Cervera-Torres, Francisco José Núñez-Benjumea, Antonio De Arriba Muñoz, Irene Alice Chicchi Giglioli, Luis Fernández-Luque:
Digital health for emotional and self-management support of caregivers of children receiving growth hormone treatment: a feasibility study protocol. BMC Medical Informatics Decis. Mak. 22(1): 215 (2022) - Ming-Cheng Chan, Kai-Chih Pai, Shao-An Su, Min-Shian Wang, Chieh-Liang Wu, Wen-Cheng Chao:
Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan. BMC Medical Informatics Decis. Mak. 22(1): 75 (2022) - Ashis Kumar Chanda, Tian Bai, Ziyu Yang, Slobodan Vucetic:
Improving medical term embeddings using UMLS Metathesaurus. BMC Medical Informatics Decis. Mak. 22(1): 114 (2022) - Rachel S. Chang, Jaimie Z. Shing, Jennifer C. Erves, Liping Du, Tatsuki Koyama, Stephen Deppen, Alyssa B. Rentuza, Caree McAfee, Christine Stroebel, Janet Cates, Lora Harnack, David Andrews, Robert Bramblett, Pamela C. Hull:
Measurement of provider fidelity to immunization guidelines: a mixed-methods study on the feasibility of documenting patient refusals of the human papillomavirus vaccine. BMC Medical Informatics Decis. Mak. 22(1): 339 (2022) - Chen Chen, Cheng Chen, Mingrui Ma, Xiaojian Ma, Xiaoyi Lv, Xiaogang Dong, Ziwei Yan, Min Zhu, Jiajia Chen:
Classification of multi-differentiated liver cancer pathological images based on deep learning attention mechanism. BMC Medical Informatics Decis. Mak. 22(1): 176 (2022) - Qiyu Chen, Ranran Li, ChihChe Lin, Chiming Lai, Dechang Chen, Hongping Qu, Yaling Huang, Wenlian Lu, Yaoqing Tang, Lei Li:
Transferability and interpretability of the sepsis prediction models in the intensive care unit. BMC Medical Informatics Decis. Mak. 22(1): 343 (2022) - Qi Chen, Bihan Tang, Jiaqi Song, Ying Jiang, Xinxin Zhao, Yiming Ruan, Fangjie Zhao, Guosheng Wu, Tao Chen, Jia He:
Dynamic Bayesian network for predicting physiological changes, organ dysfunctions and mortality risk in critical trauma patients. BMC Medical Informatics Decis. Mak. 22(1): 119 (2022) - Songjing Chen, Sizhu Wu:
Deep Q-networks with web-based survey data for simulating lung cancer intervention prediction and assessment in the elderly: a quantitative study. BMC Medical Informatics Decis. Mak. 22(1): 1 (2022) - YuWen Chen, Ju Zhang, Xiaolin Qin:
Interpretable instance disease prediction based on causal feature selection and effect analysis. BMC Medical Informatics Decis. Mak. 22(1): 51 (2022) - Peng Chen, Meng Zhang, Xiaosheng Yu, Songpu Li:
Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT. BMC Medical Informatics Decis. Mak. 22(1): 315 (2022) - Wenwei Cheng, Shiwen Wang, Xiaofang Liu, Yanyan Wu, Jin Cheng, Weichu Sun, Xiaofang Yan, Qi Wang, Liai Peng, Xiaoli Liu, Tingting Sha, Jingcheng Shi, Fang Yang:
Construction and validation of a revised satisfaction index model for the Chinese urban and rural resident-based basic medical insurance scheme. BMC Medical Informatics Decis. Mak. 22(1): 259 (2022) - Wona Choi, Se-Hyun Chang, Yoon-Sik Yang, Surin Jung, Seo-Joon Lee, Ji-Won Chun, Dai-Jin Kim, Woonjeong Lee, In Young Choi:
Study of the factors influencing the use of MyData platform based on personal health record data sharing system. BMC Medical Informatics Decis. Mak. 22(1): 182 (2022) - Sarah Conderino, Stefanie Bendik, Thomas B. Richards, Claudia P. Pulgarin, Pui Ying Chan, Julie Townsend, Sungwoo Lim, Timothy R. Roberts, Lorna E. Thorpe:
The use of electronic health records to inform cancer surveillance efforts: a scoping review and test of indicators for public health surveillance of cancer prevention and control. BMC Medical Informatics Decis. Mak. 22(1): 91 (2022) - Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo:
Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learning. BMC Medical Informatics Decis. Mak. 22(1): 102 (2022) - Marion Danner, Marie Debrouwere, Anne Rummer, Kai Wehkamp, Jens Ulrich Rüffer, Friedemann Geiger, Robert Wolff, Karoline Weik, Fueloep Scheibler:
A scattered landscape: assessment of the evidence base for 71 patient decision aids developed in a hospital setting. BMC Medical Informatics Decis. Mak. 22(1): 44 (2022) - Yared Daniel Daydulo, Bheema Lingaiah Thamineni, Hanumesh Kumar Dasari, Genet Tadese Aboye:
Deep learning based fetal distress detection from time frequency representation of cardiotocogram signal using Morse wavelet: research study. BMC Medical Informatics Decis. Mak. 22(1): 329 (2022) - Maria DeYoreo, Carolyn M. Rutter, Jonathan Ozik, Nicholson T. Collier:
Sequentially calibrating a Bayesian microsimulation model to incorporate new information and assumptions. BMC Medical Informatics Decis. Mak. 22(1): 12 (2022) - Belayneh Endalamaw Dejene, Tesfamariam M. Abuhay, Dawit Shibabaw Bogale:
Predicting the level of anemia among Ethiopian pregnant women using homogeneous ensemble machine learning algorithm. BMC Medical Informatics Decis. Mak. 22(1): 247 (2022) - Lianxiang Deng, Xianming Zhao, Xiaolin Su, Mei Zhou, Daizheng Huang, Xiaocong Zeng:
Machine learning to predict no reflow and in-hospital mortality in patients with ST-segment elevation myocardial infarction that underwent primary percutaneous coronary intervention. BMC Medical Informatics Decis. Mak. 22(1): 109 (2022)