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Predictive modeling of hospital readmissions using metaheuristics and data mining
Zheng, Bichen, Zhang, Jinghe, Yoon, Sang Won, Lam, Sarah S., Khasawneh, Mohammad, Poranki, Srikanth
Published in Expert systems with applications (15.11.2015)
Published in Expert systems with applications (15.11.2015)
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Journal Article
Evolution of Machine Learning in Tuberculosis Diagnosis: A Review of Deep Learning-Based Medical Applications
Singh, Manisha, Pujar, Gurubasavaraj Veeranna, Kumar, Sethu Arun, Bhagyalalitha, Meduri, Akshatha, Handattu Shankaranarayana, Abuhaija, Belal, Alsoud, Anas Ratib, Abualigah, Laith, Beeraka, Narasimha M., Gandomi, Amir H.
Published in Electronics (Basel) (01.09.2022)
Published in Electronics (Basel) (01.09.2022)
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Journal Article
Stable heuristic miner: Applying statistical stability to discover the common patient pathways from location event logs
Namaki Araghi, Sina, Fontanili, Franck, Lamine, Elyes, Okongwu, Uche, Benaben, Frederick
Published in Intelligent systems with applications (01.05.2022)
Published in Intelligent systems with applications (01.05.2022)
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Journal Article
Integrating DRN-RF with computer vision for detection of control room operator’s mental fatigue
Ji, Zuzhen, Xie, Xian, Jiang, Enjing, Wang, Yuchen, Min, Bohan, Yang, Shuanghua, Chen, Yong, Pons, Dirk
Published in PloS one (09.04.2025)
Published in PloS one (09.04.2025)
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Journal Article
Developing a machine learning model with enhanced performance for predicting COVID‐19 from patients presenting to the emergency room with acute respiratory symptoms
Alghamdi, Maha Mesfer, Alazwary, Naael H., Alsowayan, Waleed A., Algamdi, Mohmmed, Alohali, Ahmed F., Yasawy, Mustafa A., Alghamdi, Abeer M., Alassaf, Abdullah M., Alshehri, Mohammed R., Aljaziri, Hussein A., Almoqati, Nujoud H., Alghamdi, Shatha S., Bin Magbel, Norah A., AlMazeedi, Tareq A., Neyazi, Nashaat K., Alghamdi, Mona M., Alazwary, Mohammed N.
Published in IET systems biology (01.12.2024)
Published in IET systems biology (01.12.2024)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Predicting opioid dependence from electronic health records with machine learning
Ellis, Randall J., Wang, Zichen, Genes, Nicholas, Ma’ayan, Avi
Published in BioData mining (29.01.2019)
Published in BioData mining (29.01.2019)
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Journal Article
Machine Learning and Natural Language Processing in Mental Health: Systematic Review
Le Glaz, Aziliz, Haralambous, Yannis, Kim-Dufor, Deok-Hee, Lenca, Philippe, Billot, Romain, Ryan, Taylor C, Marsh, Jonathan, DeVylder, Jordan, Walter, Michel, Berrouiguet, Sofian, Lemey, Christophe
Published in Journal of medical Internet research (04.05.2021)
Published in Journal of medical Internet research (04.05.2021)
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Journal Article
Optimizing the topology of convolutional neural network (CNN) and artificial neural network (ANN) for brain tumor diagnosis (BTD) through MRIs
Ye, Jianhong, Zhao, Zhiyong, Ghafourian, Ehsan, Tajally, AmirReza, Alkhazaleh, Hamzah Ali, Lee, Sangkeum
Published in Heliyon (30.08.2024)
Published in Heliyon (30.08.2024)
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Journal Article
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study
Metsker, Oleg, Magoev, Kirill, Yakovlev, Alexey, Yanishevskiy, Stanislav, Kopanitsa, Georgy, Kovalchuk, Sergey, Krzhizhanovskaya, Valeria V.
Published in BMC medical informatics and decision making (24.08.2020)
Published in BMC medical informatics and decision making (24.08.2020)
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Journal Article
Rating organ failure via adverse events using data mining in the intensive care unit
Silva, Álvaro, Cortez, Paulo, Santos, Manuel Filipe, Gomes, Lopes, Neves, José
Published in Artificial intelligence in medicine (01.07.2008)
Published in Artificial intelligence in medicine (01.07.2008)
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Journal Article
Manifold ranking based scoring system with its application to cardiac arrest prediction: A retrospective study in emergency department patients
Liu, Tianchi, Lin, Zhiping, Ong, Marcus Eng Hock, Koh, Zhi Xiong, Pek, Pin Pin, Yeo, Yong Kiang, Oh, Beom-Seok, Ho, Andrew Fu Wah, Liu, Nan
Published in Computers in biology and medicine (01.12.2015)
Published in Computers in biology and medicine (01.12.2015)
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Journal Article
A wheeze recognition algorithm for practical implementation in children
Habukawa, Chizu, Ohgami, Naoto, Matsumoto, Naoki, Hashino, Kenji, Asai, Kei, Sato, Tetsuya, Murakami, Katsumi
Published in PloS one (08.10.2020)
Published in PloS one (08.10.2020)
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Journal Article
Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery
Taft, L.M., Evans, R.S., Shyu, C.R., Egger, M.J., Chawla, N., Mitchell, J.A., Thornton, S.N., Bray, B., Varner, M.
Published in Journal of biomedical informatics (01.04.2009)
Published in Journal of biomedical informatics (01.04.2009)
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Journal Article