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Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.

A. Culos, A. Tsai, N. Stanley, M. Becker, M. Ghaemi, D. Mcilwain, R. Fallahzadeh, A. Tanada, H. Nassar, C. Espinosa, M. Xenochristou, E. Ganio, L. Peterson, X. Han, I. Stelzer, K. Ando, D. Gaudilliere, T. Phongpreecha, I. Maric, A. Chang, G. Shaw, D. Stevenson, S. Bendall, K. Davis, W. Fantl, G. Nolan, T. Hastie, R. Tibshirani, M. Angst, B. Gaudilliere, and N. Aghaeepour. Nat. Mach. Intell., 2 (10): 619-628 (2020)

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Huda Kaufmann

Egbert Huda

Huda Kanaah

Jamil Nassar

Khaled Nassar

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Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.A. Culos, A. Tsai, N. Stanley, M. Becker, M. Ghaemi, D. Mcilwain, R. Fallahzadeh, A. Tanada, H. Nassar, C. Espinosa and 21 other author(s). Nat. Mach. Intell., 2 (10): 619-628 (2020)Low Rank Spectral Network Alignment.H. Nassar, N. Veldt, S. Mohammadi, A. Grama, and D. Gleich. WWW, page 619-628. ACM, (2018)Addressing Computational Bottlenecks in Higher-Order Graph Matching with Tensor Kronecker Product Structure.C. Colley, H. Nassar, and D. Gleich. CoRR, (2020)Profiling functional disruption in biological systemsM. Becker, D. Feyaerts, I. Stelzer, E. Berson, A. Chang, C. Espinosa, D. Francesco, R. Fallahzadeh, I. Maric, S. Mataraso and 10 other author(s). Under review, (2022)Aligning Spatially Constrained Graphs.V. Ravindra, H. Nassar, D. Gleich, and A. Grama. IEEE Trans. Knowl. Data Eng., 35 (8): 7712-7723 (August 2023)Early prediction and longitudinal modeling of preeclampsia from multiomics.I. Maric, K. Contrepois, M. Moufarrej, I. Stelzer, D. Feyaerts, X. Han, A. Tang, N. Stanley, R. Wong, G. Traber and 23 other author(s). Patterns, 3 (12): 100655 (2022)Multimodal network diffusion predicts future disease-gene-chemical associations.C. Lin, D. Konecki, M. Liu, S. Wilson, H. Nassar, A. Wilkins, D. Gleich, and O. Lichtarge. Bioinform., 35 (9): 1536-1543 (2019)Large-scale correlation network construction for unraveling the coordination of complex biological systems.M. Becker, H. Nassar, C. Espinosa, I. Stelzer, D. Feyaerts, E. Berson, N. Bidoki, A. Chang, G. Saarunya, A. Culos and 20 other author(s). Nat. Comput. Sci., 3 (4): 346-359 (2023)Low rank methods for multiple network alignment.H. Nassar, G. Kollias, A. Grama, and D. Gleich. CoRR, (2018)VoPo leverages cellular heterogeneity for predictive modeling of single-cell dataN. Stanley, I. Stelzer, A. Tsai, R. Fallahzadeh, E. Ganio, M. Becker, T. Phongpreecha, H. Nassar, S. Ghaemi, I. Maric and 20 other author(s). Nature Communications, 11 (1): 3738-- (2020)

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Disambiguation of "Nassar, Huda"

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Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.

Please choose a person to relate this publication to

Huda Kaufmann

Egbert Huda

Huda Kanaah

Jamil Nassar

Khaled Nassar

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Nassar, Huda"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.

Please choose a person to relate this publication to

Huda Kaufmann

Egbert Huda

Huda Kanaah

Jamil Nassar

Khaled Nassar

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.