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Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data
Shao, Wei, Luo, Xiao, Zhang, Zuoyi, Han, Zhi, Chandrasekaran, Vasu, Turzhitsky, Vladimir, Bali, Vishal, Roberts, Anna R., Metzger, Megan, Baker, Jarod, La Rosa, Carmen, Weaver, Jessica, Dexter, Paul, Huang, Kun
Published in BMC bioinformatics (19.04.2022)
Published in BMC bioinformatics (19.04.2022)
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Journal Article
A Clinical Dataset and Various Baselines for Chromosome Instance Segmentation
Huang, Runhua, Lin, Chengchuang, Yin, Aihua, Chen, Hanbiao, Guo, Li, Zhao, Gansen, Fan, Xiaomao, Li, Shuangyin, Yang, Jinji
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.01.2022)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.01.2022)
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Journal Article
EMS: A Large-Scale Eye Movement Dataset, Benchmark, and New Model for Schizophrenia Recognition
Song, Yingjie, Liu, Zhi, Li, Gongyang, Xie, Jiawei, Wu, Qiang, Zeng, Dan, Xu, Lihua, Zhang, Tianhong, Wang, Jijun
Published in IEEE transaction on neural networks and learning systems (01.05.2025)
Published in IEEE transaction on neural networks and learning systems (01.05.2025)
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Journal Article
Robust PVC Identification by Fusing Expert System and Deep Learning
Cai, Zhipeng, Wang, Tiantian, Shen, Yumin, Xing, Yantao, Yan, Ruqiang, Li, Jianqing, Liu, Chengyu
Published in Biosensors (Basel) (22.03.2022)
Published in Biosensors (Basel) (22.03.2022)
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Journal Article
Clustering Demographics and Sequences of Diagnosis Codes
Zhong, Haodi, Loukides, Grigorios, Pissis, Solon P.
Published in IEEE journal of biomedical and health informatics (01.05.2022)
Published in IEEE journal of biomedical and health informatics (01.05.2022)
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Journal Article
A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice
Giannini, Heather M, Ginestra, Jennifer C, Chivers, Corey, Draugelis, Michael, Hanish, Asaf, Schweickert, William D, Fuchs, Barry D, Meadows, Laurie, Lynch, Michael, Donnelly, Patrick J, Pavan, Kimberly, Fishman, Neil O, Hanson, 3rd, C William, Umscheid, Craig A
Published in Critical care medicine (01.11.2019)
Published in Critical care medicine (01.11.2019)
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Journal Article
A large experimentation to analyze the effects of implementation bugs in machine learning algorithms
Leotta, Maurizio, Olianas, Dario, Ricca, Filippo
Published in Future generation computer systems (01.08.2022)
Published in Future generation computer systems (01.08.2022)
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Journal Article
Unsupervised Continual Learning in Streaming Environments
Ashfahani, Andri, Pratama, Mahardhika
Published in IEEE transaction on neural networks and learning systems (01.12.2023)
Published in IEEE transaction on neural networks and learning systems (01.12.2023)
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Journal Article
Detecting the Undetected: Machine Learning in Early Disease Diagnosis
Rathi, Kanika, Sharma, Sakshi, Barnwal, Anil
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
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Journal Article
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Wu, Xiangchen, Li, Xiaoyan, Wang, Qian
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
Evaluation of standard and semantically-augmented distance metrics for neurology patients
Hier, Daniel B., Kopel, Jonathan, Brint, Steven U., Wunsch, Donald C., Olbricht, Gayla R., Azizi, Sima, Allen, Blaine
Published in BMC medical informatics and decision making (26.08.2020)
Published in BMC medical informatics and decision making (26.08.2020)
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Journal Article
Chromosome Cluster Identification Framework Based on Geometric Features and Machine Learning Algorithms
Lin, Chengchuang, Yin, Aihua, Wu, Qinglan, Chen, Hanbiao, Guo, Li, Zhao, Gansen, Fan, Xiaomao, Luo, Haoyu, Tang, Hua
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
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Conference Proceeding
Development and validation of a rheumatoid arthritis case definition: a machine learning approach using data from primary care electronic medical records
Pham, Anh N. Q., Barber, Claire E. H., Drummond, Neil, Jasper, Lisa, Klein, Doug, Lindeman, Cliff, Widdifield, Jessica, Williamson, Tyler, Jones, C. Allyson
Published in BMC medical informatics and decision making (27.11.2024)
Published in BMC medical informatics and decision making (27.11.2024)
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Journal Article
Agnostic Framework for the Classification/Identification of Organisms Based on RNA Post-Transcriptional Modifications
McIntyre, William D, Nemati, Reza, Salehi, Mehraveh, Aldrich, Colin C, FitzGibbon, Molly, Deng, Limin, Pazos, Manuel A, Rose, Rebecca E, Toro, Botros, Netzband, Rachel E, Pager, Cara T, Robinson, Ingrid P, Bialosuknia, Sean M, Ciota, Alexander T, Fabris, Daniele
Published in Analytical chemistry (Washington) (08.06.2021)
Published in Analytical chemistry (Washington) (08.06.2021)
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Journal Article
Machine learning algorithm for early detection of end-stage renal disease
Segal, Zvi, Kalifa, Dan, Radinsky, Kira, Ehrenberg, Bar, Elad, Guy, Maor, Gal, Lewis, Maor, Tibi, Muhammad, Korn, Liat, Koren, Gideon
Published in BMC nephrology (27.11.2020)
Published in BMC nephrology (27.11.2020)
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Journal Article