| 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 | 102 | 2020 |
| 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 | 100 | 2018 |
| Random effects modeling and the zero-inflated Poisson distribution A Monod Communications in Statistics-Theory and Methods 43 (4), 664-680, 2014 | 31 | 2014 |
| Estimating thresholding levels for random fields via Euler characteristics RJ Adler, K Bartz, SC Kou, A Monod arXiv preprint arXiv:1704.08562, 2017 | 28 | 2017 |
| Tropical geometry of phylogenetic tree space: a statistical perspective A Monod, B Lin, R Yoshida, Q Kang arXiv preprint arXiv:1805.12400, 2018 | 27 | 2018 |
| 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 | 20 | 2020 |
| Tropical sufficient statistics for persistent homology A Monod, S Kališnik, JÁ Patiño-Galindo, L Crawford SIAM Journal on Applied Algebra and Geometry, 2019, 2017 | 18 | 2017 |
| 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 | 16 | 2016 |
| Tropical foundations for probability & statistics on phylogenetic tree space B Lin, A Monod, R Yoshida | 14 | 2018 |
| 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 | 14 | 2016 |
| Tropical optimal transport and Wasserstein distances W Lee, W Li, B Lin, A Monod Information Geometry 5 (1), 247-287, 2022 | 9 | 2022 |
| Approximating persistent homology for large datasets Y Cao, A Monod arXiv preprint arXiv:2204.09155, 2022 | 9 | 2022 |
| 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 | 6 | 2022 |
| 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 | 5 | 2023 |
| Tropical geometric variation of tree shapes B Lin, A Monod, R Yoshida Discrete & Computational Geometry 68 (3), 817-849, 2022 | 5 | 2022 |
| Fast topological signal identification and persistent cohomological cycle matching I García-Redondo, A Monod, A Song arXiv preprint arXiv:2209.15446, 2022 | 5 | 2022 |
| Generalized estimating equations for zero-inflated spatial count data A Monod Procedia Environmental Sciences 7, 281-286, 2011 | 4 | 2011 |
| 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 | 3 | 2023 |
