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Anthea Monod
Anthea Monod
Assistant Professor, Department of Mathematics, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Predicting clinical outcomes in glioblastoma: an application of topological and functional data analysis
L Crawford, A Monod, AX Chen, S Mukherjee, R Rabadán
Journal of the American Statistical Association 115 (531), 1139-1150, 2020
1072020
Quantitative analysis of immune infiltrates in primary melanoma
RD Gartrell, DK Marks, TD Hart, G Li, DR Davari, A Wu, Z Blake, Y Lu, ...
Cancer immunology research 6 (4), 481-493, 2018
1022018
Random effects modeling and the zero-inflated Poisson distribution
A Monod
Communications in Statistics-Theory and Methods 43 (4), 664-680, 2014
312014
Tropical geometry of phylogenetic tree space: a statistical perspective
A Monod, B Lin, R Yoshida, Q Kang
arXiv preprint arXiv:1805.12400, 2018
292018
Estimating thresholding levels for random fields via Euler characteristics
RJ Adler, K Bartz, SC Kou, A Monod
arXiv preprint arXiv:1704.08562, 2017
282017
Quantitative analysis of immune infiltrates in primary melanoma. Cancer Immunol. Res. 2018; 6: 481–493. doi: 10.1158/2326-6066
RD Gartrell, DK Marks, TD Hart, G Li, DR Davari, A Wu, Z Blake, Y Lu, ...
CIR-17-0360.[Europe PMC free article][Abstract][CrossRef][Google Scholar], 0
23
Linking transcriptomic and imaging data defines features of a favorable tumor immune microenvironment and identifies a combination biomarker for primary melanoma
RD Gartrell-Corrado, AX Chen, EM Rizk, DK Marks, MH Bogardus, ...
Cancer research 80 (5), 1078-1087, 2020
202020
Tropical sufficient statistics for persistent homology
A Monod, S Kališnik, JÁ Patiño-Galindo, L Crawford
SIAM Journal on Applied Algebra and Geometry, 2019, 2017
182017
Topological summaries of tumor images improve prediction of disease free survival in glioblastoma multiforme
L Crawford, A Monod, AX Chen, S Mukherjee, R Rabadán
arXiv preprint arXiv:1611.06818 2, 2016
162016
Tropical foundations for probability & statistics on phylogenetic tree space
B Lin, A Monod, R Yoshida
142018
Functional data analysis using a topological summary statistic: the smooth Euler characteristic transform
L Crawford, A Monod, AX Chen, S Mukherjee, R Rabadán
arXiv preprint arXiv:1611.06818, 2016
142016
Tropical optimal transport and Wasserstein distances
W Lee, W Li, B Lin, A Monod
Information Geometry 5 (1), 247-287, 2022
102022
Approximating persistent homology for large datasets
Y Cao, A Monod
arXiv preprint arXiv:2204.09155, 2022
92022
Tropical Geometry of Phylogenetic Tree Space: A Statistical Perspective. 2019
A Monod, B Lin, R Yoshida, Q Kang
arXiv preprint arXiv:1805.12400, 0
7
Learning linear non-Gaussian polytree models
D Tramontano, A Monod, M Drton
Uncertainty in Artificial Intelligence, 1960-1969, 2022
62022
Rewiring networks for graph neural network training using discrete geometry
J Bober, A Monod, E Saucan, KN Webster
International Conference on Complex Networks and Their Applications, 225-236, 2023
52023
Tropical geometric variation of tree shapes
B Lin, A Monod, R Yoshida
Discrete & Computational Geometry 68 (3), 817-849, 2022
52022
Fast topological signal identification and persistent cohomological cycle matching
I García-Redondo, A Monod, A Song
arXiv preprint arXiv:2209.15446, 2022
52022
Generalized estimating equations for zero-inflated spatial count data
A Monod
Procedia Environmental Sciences 7, 281-286, 2011
42011
Topological information retrieval with dilation-invariant bottleneck comparative measures
Y Cao, A Monod, A Vlontzos, L Schmidtke, B Kainz
Information and Inference: A Journal of the IMA 12 (3), 1964-1996, 2023
32023
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