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DAMpred: Recognizing Disease-Associated nsSNPs through Bayes-Guided Neural-Network Model Built on Low-Resolution Structure Prediction of Proteins and Protein–Protein Interactions
Quan, Lijun, Wu, Hongjie, Lyu, Qiang, Zhang, Yang
Published in Journal of molecular biology (14.06.2019)
Published in Journal of molecular biology (14.06.2019)
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Journal Article
Toward a hemorrhagic trauma severity score: fusing five physiological biomarkers
Bhat, Ankita, Podstawczyk, Daria, Walther, Brandon K., Aggas, John R., Machado-Aranda, David, Ward, Kevin R., Guiseppi-Elie, Anthony
Published in Journal of translational medicine (14.09.2020)
Published in Journal of translational medicine (14.09.2020)
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Journal Article
Exploiting machine learning for end-to-end drug discovery and development
Ekins, Sean, Puhl, Ana C., Zorn, Kimberley M., Lane, Thomas R., Russo, Daniel P., Klein, Jennifer J., Hickey, Anthony J., Clark, Alex M.
Published in Nature materials (01.05.2019)
Published in Nature materials (01.05.2019)
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Journal Article
Deep-learning augmented RNA-seq analysis of transcript splicing
Zhang, Zijun, Pan, Zhicheng, Ying, Yi, Xie, Zhijie, Adhikari, Samir, Phillips, John, Carstens, Russ P., Black, Douglas L., Wu, Yingnian, Xing, Yi
Published in Nature methods (01.04.2019)
Published in Nature methods (01.04.2019)
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Journal Article
Probabilistic TFCE: A generalized combination of cluster size and voxel intensity to increase statistical power
Spisák, Tamás, Spisák, Zsófia, Zunhammer, Matthias, Bingel, Ulrike, Smith, Stephen, Nichols, Thomas, Kincses, Tamás
Published in NeuroImage (Orlando, Fla.) (15.01.2019)
Published in NeuroImage (Orlando, Fla.) (15.01.2019)
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Journal Article
Towards Understanding Convergence and Generalization of AdamW
Zhou, Pan, Xie, Xingyu, Lin, Zhouchen, Yan, Shuicheng
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2024)
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Journal Article
Multistation collaborative prediction of air pollutants based on the CNN-BiLSTM model
Lu, Yanan, Li, Kun
Published in Environmental science and pollution research international (01.08.2023)
Published in Environmental science and pollution research international (01.08.2023)
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Journal Article
PyGeNN: A Python Library for GPU-Enhanced Neural Networks
Knight, James C., Komissarov, Anton, Nowotny, Thomas
Published in Frontiers in neuroinformatics (22.04.2021)
Published in Frontiers in neuroinformatics (22.04.2021)
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Journal Article
Bayesian and deep‐learning models applied to the early detection of ovarian cancer using multiple longitudinal biomarkers
Abrego, Luis, Zaikin, Alexey, Marino, Ines P., Krivonosov, Mikhail I., Jacobs, Ian, Menon, Usha, Gentry‐Maharaj, Aleksandra, Blyuss, Oleg
Published in Cancer medicine (Malden, MA) (01.04.2024)
Published in Cancer medicine (Malden, MA) (01.04.2024)
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Journal Article
A replication study separates polymorphisms behind migraine with and without depression
Petschner, Peter, Baksa, Daniel, Hullam, Gabor, Torok, Dora, Millinghoffer, Andras, Deakin, J. F. William, Bagdy, Gyorgy, Juhasz, Gabriella
Published in PloS one (31.12.2021)
Published in PloS one (31.12.2021)
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Journal Article