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The REDCap consortium: Building an international community of software platform partners
Harris, Paul A., Taylor, Robert, Minor, Brenda L., Elliott, Veida, Fernandez, Michelle, O'Neal, Lindsay, McLeod, Laura, Delacqua, Giovanni, Delacqua, Francesco, Kirby, Jacqueline, Duda, Stephany N.
Published in Journal of biomedical informatics (01.07.2019)
Published in Journal of biomedical informatics (01.07.2019)
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The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies
Markus, Aniek F., Kors, Jan A., Rijnbeek, Peter R.
Published in Journal of biomedical informatics (01.01.2021)
Published in Journal of biomedical informatics (01.01.2021)
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Relief-based feature selection: Introduction and review
Urbanowicz, Ryan J., Meeker, Melissa, La Cava, William, Olson, Randal S., Moore, Jason H.
Published in Journal of biomedical informatics (01.09.2018)
Published in Journal of biomedical informatics (01.09.2018)
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Process mining for healthcare: Characteristics and challenges
Munoz-Gama, Jorge, Martin, Niels, Fernandez-Llatas, Carlos, Johnson, Owen A., Sepúlveda, Marcos, Helm, Emmanuel, Galvez-Yanjari, Victor, Rojas, Eric, Martinez-Millana, Antonio, Aloini, Davide, Amantea, Ilaria Angela, Andrews, Robert, Arias, Michael, Beerepoot, Iris, Benevento, Elisabetta, Burattin, Andrea, Capurro, Daniel, Carmona, Josep, Comuzzi, Marco, Dalmas, Benjamin, de la Fuente, Rene, Di Francescomarino, Chiara, Di Ciccio, Claudio, Gatta, Roberto, Ghidini, Chiara, Gonzalez-Lopez, Fernanda, Ibanez-Sanchez, Gema, Klasky, Hilda B., Prima Kurniati, Angelina, Lu, Xixi, Mannhardt, Felix, Mans, Ronny, Marcos, Mar, Medeiros de Carvalho, Renata, Pegoraro, Marco, Poon, Simon K., Pufahl, Luise, Reijers, Hajo A., Remy, Simon, Rinderle-Ma, Stefanie, Sacchi, Lucia, Seoane, Fernando, Song, Minseok, Stefanini, Alessandro, Sulis, Emilio, ter Hofstede, Arthur H.M., Toussaint, Pieter J., Traver, Vicente, Valero-Ramon, Zoe, Weerd, Inge van de, van der Aalst, Wil M.P., Vanwersch, Rob, Weske, Mathias, Wynn, Moe Thandar, Zerbato, Francesca
Published in Journal of biomedical informatics (01.03.2022)
Published in Journal of biomedical informatics (01.03.2022)
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Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records
Huang, Li, Shea, Andrew L., Qian, Huining, Masurkar, Aditya, Deng, Hao, Liu, Dianbo
Published in Journal of biomedical informatics (01.11.2019)
Published in Journal of biomedical informatics (01.11.2019)
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Clinical information extraction applications: A literature review
Wang, Yanshan, Wang, Liwei, Rastegar-Mojarad, Majid, Moon, Sungrim, Shen, Feichen, Afzal, Naveed, Liu, Sijia, Zeng, Yuqun, Mehrabi, Saeed, Sohn, Sunghwan, Liu, Hongfang
Published in Journal of biomedical informatics (01.01.2018)
Published in Journal of biomedical informatics (01.01.2018)
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A systematic review of gamification in e-Health
Sardi, Lamyae, Idri, Ali, Fernández-Alemán, José Luis
Published in Journal of biomedical informatics (01.07.2017)
Published in Journal of biomedical informatics (01.07.2017)
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Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread
Sethi, Shilpa, Kathuria, Mamta, Kaushik, Trilok
Published in Journal of biomedical informatics (01.08.2021)
Published in Journal of biomedical informatics (01.08.2021)
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Stress detection in daily life scenarios using smart phones and wearable sensors: A survey
Can, Yekta Said, Arnrich, Bert, Ersoy, Cem
Published in Journal of biomedical informatics (01.04.2019)
Published in Journal of biomedical informatics (01.04.2019)
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AMMU: A survey of transformer-based biomedical pretrained language models
Kalyan, Katikapalli Subramanyam, Rajasekharan, Ajit, Sangeetha, Sivanesan
Published in Journal of biomedical informatics (01.02.2022)
Published in Journal of biomedical informatics (01.02.2022)
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A comprehensive data level analysis for cancer diagnosis on imbalanced data
Fotouhi, Sara, Asadi, Shahrokh, Kattan, Michael W.
Published in Journal of biomedical informatics (01.02.2019)
Published in Journal of biomedical informatics (01.02.2019)
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Benchmarking deep learning models on large healthcare datasets
Purushotham, Sanjay, Meng, Chuizheng, Che, Zhengping, Liu, Yan
Published in Journal of biomedical informatics (01.07.2018)
Published in Journal of biomedical informatics (01.07.2018)
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A comparison of word embeddings for the biomedical natural language processing
Wang, Yanshan, Liu, Sijia, Afzal, Naveed, Rastegar-Mojarad, Majid, Wang, Liwei, Shen, Feichen, Kingsbury, Paul, Liu, Hongfang
Published in Journal of biomedical informatics (01.11.2018)
Published in Journal of biomedical informatics (01.11.2018)
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A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data
Xu, Zhaozhao, Shen, Derong, Nie, Tiezheng, Kou, Yue
Published in Journal of biomedical informatics (01.07.2020)
Published in Journal of biomedical informatics (01.07.2020)
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Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review
Kreimeyer, Kory, Foster, Matthew, Pandey, Abhishek, Arya, Nina, Halford, Gwendolyn, Jones, Sandra F, Forshee, Richard, Walderhaug, Mark, Botsis, Taxiarchis
Published in Journal of biomedical informatics (01.09.2017)
Published in Journal of biomedical informatics (01.09.2017)
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A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues
Shamshirband, Shahab, Fathi, Mahdis, Dehzangi, Abdollah, Chronopoulos, Anthony Theodore, Alinejad-Rokny, Hamid
Published in Journal of biomedical informatics (01.01.2021)
Published in Journal of biomedical informatics (01.01.2021)
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Chinese clinical named entity recognition with variant neural structures based on BERT methods
Li, Xiangyang, Zhang, Huan, Zhou, Xiao-Hua
Published in Journal of biomedical informatics (01.07.2020)
Published in Journal of biomedical informatics (01.07.2020)
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Predicting healthcare trajectories from medical records: A deep learning approach
Pham, Trang, Tran, Truyen, Phung, Dinh, Venkatesh, Svetha
Published in Journal of biomedical informatics (01.05.2017)
Published in Journal of biomedical informatics (01.05.2017)
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