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Camila P. E. de Souza
Camila P. E. de Souza
Verified email at uwo.ca
Title
Cited by
Cited by
Year
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
6542015
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
4202020
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
2992018
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
392017
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
222020
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
222019
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
142020
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
102017
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
92022
Switching nonparametric regression models
CPE de Souza, NE Heckman
Journal of Nonparametric Statistics 26 (4), 617-637, 2014
92014
Testes de hipóteses para dados funcionais baseados em distâncias: um estudo usando splines
CPE de Souza, R Dias
[sn], 2008
82008
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
72022
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
62020
Switching nonparametric regression models for multi‐curve data
CPE De Souza, NE Heckman, F Xu
Canadian Journal of Statistics 45 (4), 442-460, 2017
52017
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
52017
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
42023
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
42023
Clustering functional data via variational inference
C Xian, C de Souza, J Jewell, R Dias
arXiv preprint arXiv:2205.13716, 2022
32022
Bayesian Adaptive Selection of Basis Functions for Functional Data Representation
PHTO Sousa, CPE de Souza, R Dias
arXiv preprint arXiv:2204.03115, 2022
32022
Are Significant Tornadoes Occurring Later in the Year in Southern Ontario?
DML Sills, CS Durfy, CPE de Souza
Geophysical Research Letters 49 (4), e2021GL096483, 2022
22022
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Articles 1–20