| Dynamics of genomic clones in breast cancer patient xenografts at single-cell resolution P Eirew, A Steif, J Khattra, G Ha, D Yap, H Farahani, K Gelmon, S Chia, ... Nature 518 (7539), 422-426, 2015 | 654 | 2015 |
| Machine learning using intrinsic genomic signatures for rapid classification of novel pathogens: COVID-19 case study GS Randhawa, MPM Soltysiak, H El Roz, CPE de Souza, KA Hill, L Kari Plos one 15 (4), e0232391, 2020 | 420 | 2020 |
| Interfaces of malignant and immunologic clonal dynamics in ovarian cancer AW Zhang, A McPherson, K Milne, DR Kroeger, PT Hamilton, A Miranda, ... Cell 173 (7), 1755-1769. e22, 2018 | 300 | 2018 |
| ReMixT: clone-specific genomic structure estimation in cancer AW McPherson, A Roth, G Ha, C Chauve, A Steif, CPE de Souza, P Eirew, ... Genome biology 18, 1-14, 2017 | 39 | 2017 |
| Epiclomal: probabilistic clustering of sparse single-cell DNA methylation data C PE de Souza, M Andronescu, T Masud, F Kabeer, J Biele, E Laks, D Lai, ... PLOS Computational Biology 16 (9), e1008270, 2020 | 22 | 2020 |
| Anti-inflammatory activity of herb products from Licania rigida Benth. ES Santos, CD de Morais Oliveira, IRA Menezes, EP do Nascimento, ... Complementary Therapies in Medicine 45, 254-261, 2019 | 22 | 2019 |
| Deep learning in the healthcare industry: theory and applications ZA Shirazi, CPE de Souza, R Kashef, FF Rodrigues Computational intelligence and soft computing applications in healthcare …, 2020 | 14 | 2020 |
| Engineered in-vitro cell line mixtures and robust evaluation of computational methods for clonal decomposition and longitudinal dynamics in cancer H Farahani, CPE de Souza, R Billings, D Yap, K Shumansky, A Wan, ... Scientific Reports 7 (1), 13467, 2017 | 10 | 2017 |
| Prognostic models in severe traumatic brain injury: a systematic review and meta-analysis R de Cássia Almeida Vieira, JCP Silveira, WS Paiva, DV de Oliveira, ... Neurocritical Care 37 (3), 790-805, 2022 | 9 | 2022 |
| Spatiotemporal bias adjustment of IMERG satellite precipitation data across Canada S Moazami, W Na, MR Najafi, C de Souza Advances in Water Resources 168, 104300, 2022 | 9 | 2022 |
| Switching nonparametric regression models CPE de Souza, NE Heckman Journal of Nonparametric Statistics 26 (4), 617-637, 2014 | 9 | 2014 |
| Testes de hipóteses para dados funcionais baseados em distâncias: um estudo usando splines CPE de Souza, R Dias [sn], 2008 | 8 | 2008 |
| J-PLUS: a catalogue of globular cluster candidates around the M 81/M 82/NGC 3077 triplet of galaxies AL Chies-Santos, RS De Souza, JP Caso, AI Ennis, CPE De Souza, ... Monthly Notices of the Royal Astronomical Society 516 (1), 1320-1338, 2022 | 7 | 2022 |
| CopyMix: mixture model based single-cell clustering and copy number profiling using variational inference N Safinianaini, CPE De Souza, J Lagergren bioRxiv, 2020.01. 29.926022, 2020 | 6 | 2020 |
| Switching nonparametric regression models for multi‐curve data CPE De Souza, NE Heckman, F Xu Canadian Journal of Statistics 45 (4), 442-460, 2017 | 5 | 2017 |
| Analysis of aggregated functional data from mixed populations with application to energy consumption A Lenzi, CPE de Souza, R Dias, NL Garcia, NE Heckman Environmetrics 28 (2), e2414, 2017 | 5 | 2017 |
| Probabilistic assessment of concurrent tornado and storm‐related flash flood events YD Ngui, MR Najafi, C de Souza, DML Sills International Journal of Climatology 43 (9), 4231-4247, 2023 | 4 | 2023 |
| Aggregated functional data model applied on clustering and disaggregation of UK electrical load profiles G Franco, C PE de Souza, NL Garcia Journal of the Royal Statistical Society Series C: Applied Statistics 72 (1 …, 2023 | 4 | 2023 |
| Bayesian Adaptive Selection of Basis Functions for Functional Data Representation PHTO Sousa, CPE de Souza, R Dias arXiv preprint arXiv:2204.03115, 2022 | 4 | 2022 |
| Clustering functional data via variational inference C Xian, CPE de Souza, J Jewell, R Dias Advances in Data Analysis and Classification, 1-50, 2024 | 3 | 2024 |
