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Shariq Mohammed
Shariq Mohammed
Assistant Professor of Biostatistics, Boston University
Email verificata su bu.edu - Home page
Titolo
Citata da
Citata da
Anno
Predictions, role of interventions and effects of a historic national lockdown in India’s response to the COVID-19 pandemic: data science call to arms
D Ray, M Salvatore, R Bhattacharyya, L Wang, J Du, S Mohammed, ...
Harvard data science review 176 (3), 139-148, 2020
182*2020
Discriminating pseudoprogression and true progression in diffuse infiltrating glioma using multi-parametric MRI data through deep learning
J Lee, N Wang, S Turk, S Mohammed, R Lobo, J Kim, E Liao, ...
Scientific reports 10 (1), 20331, 2020
622020
Density-based classification in diabetic retinopathy through thickness of retinal layers from optical coherence tomography
S Mohammed, T Li, XD Chen, E Warner, A Shankar, MF Abalem, ...
Scientific Reports 10 (1), 15937, 2020
222020
A Bayesian 2D functional linear model for gray-level co-occurrence matrices in texture analysis of lower grade gliomas
T Chekouo, S Mohammed, A Rao
NeuroImage: Clinical 28, 102437, 2020
162020
Quantifying T2-FLAIR Mismatch Using Geographically Weighted Regression and Predicting Molecular Status in Lower-Grade Gliomas
S Mohammed, V Ravikumar, E Warner, SH Patel, S Bakas, A Rao, R Jain
American Journal of Neuroradiology 43 (1), 33-39, 2022
152022
Integrative Bayesian models using Post‐selective inference: A case study in radiogenomics
S Panigrahi, S Mohammed, A Rao, V Baladandayuthapani
Biometrics 79 (3), 1801-1813, 2023
132023
RADIOHEAD: Radiogenomic analysis incorporating tumor heterogeneity in imaging through densities
S Mohammed, K Bharath, S Kurtek, A Rao, V Baladandayuthapani
The Annals of Applied Statistics 15 (4), 1808-1830, 2021
132021
Biomedical applications of geometric functional data analysis
J Matuk, S Mohammed, S Kurtek, K Bharath
Handbook of Variational Methods for Nonlinear Geometric Data, 675-701, 2020
112020
GaWRDenMap: a quantitative framework to study the local variation in cell–cell interactions in pancreatic disease subtypes
SN Krishnan, S Mohammed, TL Frankel, A Rao
Scientific Reports 12 (1), 3708, 2022
102022
Cellular engagement and interaction in the tumor microenvironment predict non-response to PD-1/PD-L1 inhibitors in metastatic non-small cell lung cancer
A Qin, F Lima, S Bell, GP Kalemkerian, BJ Schneider, N Ramnath, M Lew, ...
Scientific Reports 12 (1), 9054, 2022
72022
Spatial Risk Estimation in Tweedie Double Generalized Linear Models
A Halder, S Mohammed, K Chen, DK Dey
2022 Proceedings of International E-Conference on Mathematical and …, 2022
7*2022
Spatial Tweedie exponential dispersion models: an application to insurance rate-making
A Halder, S Mohammed, K Chen, DK Dey
Scandinavian Actuarial Journal 2021 (10), 1017-1036, 2021
72021
Deep learning for risk-based stratification of cognitively impaired individuals
MF Romano, X Zhou, AR Balachandra, MF Jadick, S Qiu, DA Nijhawan, ...
iScience 26 (9), 2023
52023
Bayesian variable selection using spike-and-slab priors with application to high dimensional electroencephalography data by local modelling
S Mohammed, DK Dey, Y Zhang
Journal of the Royal Statistical Society Series C: Applied Statistics 68 (5 …, 2019
32019
Modeling health and well-being measures using ZIP code spatial neighborhood patterns
A Jain, M LaValley, K Dukes, K Lane, M Winter, KR Spangler, N Cesare, ...
Scientific Reports 14 (1), 9180, 2024
22024
Statistical Analysis of Quantitative Cancer Imaging Data
S Mohammed, M Masotti, N Osher, S Acharyya, V Baladandayuthapani
Statistics and Data Science in Imaging 1 (1), 2405348, 2024
22024
Tumor radiogenomics in gliomas with Bayesian layered variable selection
S Mohammed, S Kurtek, K Bharath, A Rao, V Baladandayuthapani
Medical Image Analysis 90, 102964, 2023
22023
Network-based modeling of covid-19 dynamics: Early pandemic spread in india
R Bhattachayya, S Banerjee, S Mohammed, V Baladandayuthapani
medRxiv, 2021.03. 16.21253772, 2021
22021
Scalable spatio‐temporal Bayesian analysis of high‐dimensional electroencephalography data
S Mohammed, DK Dey
Canadian Journal of Statistics 49 (1), 107-128, 2021
22021
Classification of high‐dimensional electroencephalography data with location selection using structured spike‐and‐slab prior
S Mohammed, DK Dey, Y Zhang
Statistical Analysis and Data Mining: The ASA Data Science Journal 13 (5 …, 2020
22020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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