| Obstacles to high-dimensional particle filtering C Snyder, T Bengtsson, P Bickel, J Anderson Monthly Weather Review 136 (12), 4629-4640, 2008 | 837 | 2008 |
| Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems T Bengtsson, P Bickel, B Li Probability and statistics: Essays in honor of David A. Freedman 2, 316-335, 2008 | 524 | 2008 |
| Estimation of high-dimensional prior and posterior covariance matrices in Kalman filter variants R Furrer, T Bengtsson Journal of Multivariate Analysis 98 (2), 227-255, 2007 | 506 | 2007 |
| Sharp failure rates for the bootstrap particle filter in high dimensions P Bickel, B Li, T Bengtsson Pushing the limits of contemporary statistics: Contributions in honor of …, 2008 | 244 | 2008 |
| Toward a nonlinear ensemble filter for high‐dimensional systems T Bengtsson, C Snyder, D Nychka Journal of Geophysical Research: Atmospheres 108 (D24), 2003 | 219 | 2003 |
| Performance bounds for particle filters using the optimal proposal C Snyder, T Bengtsson, M Morzfeld Monthly Weather Review 143 (11), 4750-4761, 2015 | 140 | 2015 |
| An improved Akaike information criterion for state-space model selection T Bengtsson, JE Cavanaugh Computational Statistics & Data Analysis 50 (10), 2635-2654, 2006 | 119 | 2006 |
| [18F]GTP1 (Genentech Tau Probe 1), a radioligand for detecting neurofibrillary tangle tau pathology in Alzheimer’s disease S Sanabria Bohórquez, J Marik, A Ogasawara, JN Tinianow, HS Gill, ... European journal of nuclear medicine and molecular imaging 46, 2077-2089, 2019 | 96 | 2019 |
| Magnetic resonance enterography is feasible and reliable in multicenter clinical trials in patients with Crohn's disease, and may help select subjects with active inflammation AJF Coimbra, J Rimola, S O'Byrne, TT Lu, T Bengtsson, A De Crespigny, ... Alimentary pharmacology & therapeutics 43 (1), 61-72, 2016 | 71 | 2016 |
| Tumor segmentation and feature extraction from whole-body FDG-PET/CT using cascaded 2D and 3D convolutional neural networks S Jemaa, J Fredrickson, RAD Carano, T Nielsen, A de Crespigny, ... Journal of digital imaging 33, 888-894, 2020 | 55 | 2020 |
| Sequential state and variance estimation within the ensemble Kalman filter JR Stroud, T Bengtsson Monthly weather review 135 (9), 3194-3208, 2007 | 52 | 2007 |
| 18F-FDG PET as a surrogate biomarker in non–small cell lung cancer treated with erlotinib: newly identified lesions are more informative than standardized uptake value T Bengtsson, RJ Hicks, A Peterson, RE Port Journal of Nuclear Medicine 53 (4), 530-537, 2012 | 35 | 2012 |
| Curse-of-dimensionality revisited: Collapse of importance sampling in very large scale systems B Li, T Bengtsson, P Bickel Rapport technique 85, 205, 2005 | 30 | 2005 |
| State‐space discrimination and clustering of atmospheric time series data based on Kullback information measures T Bengtsson, JE Cavanaugh Environmetrics: The official journal of the International Environmetrics …, 2008 | 29 | 2008 |
| Development of deep learning models to predict best-corrected visual acuity from optical coherence tomography MG Kawczynski, T Bengtsson, J Dai, JJ Hopkins, SS Gao, JR Willis Translational vision science & technology 9 (2), 51-51, 2020 | 28 | 2020 |
| A regression paradox for linear models: Sufficient conditions and relation to Simpson’s paradox A Chen, T Bengtsson, TK Ho The American Statistician 63 (3), 218-225, 2009 | 26 | 2009 |
| Quantitation of glucose uptake in tumors by dynamic FDG-PET has less glucose bias and lower variability when adjusted for partial saturation of glucose transport SP Williams, JE Flores-Mercado, RE Port, T Bengtsson EJNMMI research 2, 1-13, 2012 | 23 | 2012 |
| Deep learning to predict geographic atrophy area and growth rate from multimodal imaging N Anegondi, SS Gao, V Steffen, RF Spaide, SVR Sadda, FG Holz, C Rabe, ... Ophthalmology Retina 7 (3), 243-252, 2023 | 21 | 2023 |
| Sample size and threshold estimation for clinical trials with predictive biomarkers HM Mackey, T Bengtsson Contemporary clinical trials 36 (2), 664-672, 2013 | 19 | 2013 |
| P4‐351: Evaluation of TAU Burden in a Cross‐Sectional Cohort of Alzheimer’S Disease Subjects Using [18F]GTP1 (GENENTECH TAU PROBE 1) SS Bohorquez, O Barret, G Tamagnan, D Alagille, J Marik, G Ayalon, ... Alzheimer's & Dementia 12, P1172-P1172, 2016 | 16 | 2016 |
peter bickelProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
