Measuring context dependency in birdsong using artificial neural networks

by Koda, H., Morita, T., Okanoya, K., Tachibana, R.O
Published 2021

Combination treatment optimization using a pan-cancer pathway model

by Faeder, J., Farina, G., Fröhlich, F., Saglam, A.S, Sandholm, T., Schmucker, R.
Published 2021

A hybrid stochastic-deterministic approach to explore multiple infection and evolution in HIV

by Komarova, N.L, Kreger, J., Wodarz, D.
Published 2021

Estimating the contribution of HIV-infected adults to household pneumococcal transmission in South Africa, 2016–2018: A hidden Markov modelling study

by Buys, A., Carrim, M., Cohen, C., Flasche, S., French, N., Hellferscee, O., Kahn, K., Kleynhans, J., Language, B., Lebina, L., Maake, L., Maake, L., Martinson, N.A, Martinson, N.A, Mathee, A., McMorrow, M., Mkhen, T., Mothlaoleng, K., Moyes, J., Ojal, J., PHIRST group, Piketh, S., Pinsent, A., Tempia, S., Thindwa, D., Treurnicht, F., von Gottberg, A., Wafawanaka, F., Wagner, R.G, Wolter, N., Xavier Gómes-Olivé, F.
Published 2021

GCAEMDA: Predicting miRNA-disease associations via graph convolutional autoencoder

by Ji, C.-M, Li, L., Ni, J.-C, Su, Y.-S, Wang, Y.-T, Zheng, C.-H
Published 2021

Unsupervised discovery of dynamic cell phenotypic states from transmitted light movies

by Becker, P.S, Chien, S., Dai, J., Kueh, H.Y, Monnat, R.J, Nguyen, P.
Published 2021

A proposed workflow for proactive virus surveillance and prediction of variants for vaccine design

by Baker, J.J, Mathy, C.J.P, Schaletzky, J.
Published 2021

Optimal vaccine allocation for COVID-19 in the Netherlands: A data-driven prioritization

by Ainslie, K.E.C, Klinkenberg, D., Leung, K.Y, Miura, F., Wallinga, J.
Published 2021

Epitope profiling using computational structural modelling demonstrated on coronavirus-binding antibodies

by Deane, C.M, Marks, C., Raybould, M.I.J, Robinson, S.A, Schneider, C., Wong, W.
Published 2021

Statistical tests for intra-tumour clonal co-occurrence and exclusivity

by Beerenwinkel, N., Beisel, C., Futreal, P.A, Jahn, K., Kuipers, J., Moch, H., Moore, A.L, Morita, K., Schraml, P., Takahashi, K., Wang, F.
Published 2021

Decision prioritization and causal reasoning in decision hierarchies

by Zylberberg, A.
Published 2021

Tinnitus-like “hallucinations” elicited by sensory deprivation in an entropy maximization recurrent neural network

by Dotan, A., Shriki, O.
Published 2021

RNA editing regulates lncRNA splicing in human early embryo development

by Ma, X., Qiu, J., Yan, J., Zeng, F.
Published 2021

Estimating the dimensionality of the manifold underlying multi-electrode neural recordings

by Altan, E., Miller, L.E, Perreault, E.J, Solla, S.A
Published 2021

Comparison of metabolic states using genome-scale metabolic models

by Adriaens, M.E, Arts, I.C.W, Breuer, M., Evelo, C.T, Kutmon, M., Sarathy, C.
Published 2021

Mathematical modelling of human P2X-mediated plasma membrane electrophysiology and calcium dynamics in microglia

by Bithell, A., Dallas, M., Liu, J., McDaid, L., Poshtkohi, A., Wade, J.
Published 2021

Inferred expression regulator activities suggest genes mediating cardiometabolic genetic signals

by Amundadottir, L.T, Chung, C.C, Collins, I., Connelly, K., Hoskins, J.W, O'Brien, A., Shi, J., Zhong, J.
Published 2021

A gap-filling algorithm for prediction of metabolic interactions in microbial communities

by Giannari, D., Ho, C.H, Mahadevan, R.
Published 2021

Identifying prognostic pairwise relationships among bacterial species in microbiome studies

by Devlin, S.M, Martin, A., Ostrovnaya, I.
Published 2021

Optimizing network propagation for multi-omics data integration

by Beyer, A., Charmpi, K., Chokkalingam, M., Johnen, R.
Published 2021