| Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network S Raghunath, AE Ulloa Cerna, L Jing, DP VanMaanen, J Stough, ... Nature medicine 26 (6), 886-891, 2020 | 211 | 2020 |
| Comparison of human and automatic segmentations of kidneys from CT images M Rao, J Stough, YY Chi, K Muller, G Tracton, SM Pizer, EL Chaney International Journal of Radiation Oncology* Biology* Physics 61 (3), 954-960, 2005 | 93 | 2005 |
| A method and software for segmentation of anatomic object ensembles by deformable m‐reps SM Pizer, PT Fletcher, S Joshi, AG Gash, J Stough, A Thall, G Tracton, ... Medical physics 32 (5), 1335-1345, 2005 | 84 | 2005 |
| A machine learning approach to management of heart failure populations L Jing, AE Ulloa Cerna, CW Good, NM Sauers, G Schneider, DN Hartzel, ... Heart Failure 8 (7), 578-587, 2020 | 57 | 2020 |
| A statistical appearance model based on intensity quantile histograms RE Broadhurst, J Stough, SM Pizer, EL Chaney 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006 …, 2006 | 48 | 2006 |
| Regional appearance in deformable model segmentation JV Stough, RE Broadhurst, SM Pizer, EL Chaney Information Processing in Medical Imaging: 20th International Conference …, 2007 | 38 | 2007 |
| Automatic method for thalamus parcellation using multi-modal feature classification JV Stough, J Glaister, C Ye, SH Ying, JL Prince, A Carass Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014 | 34 | 2014 |
| Histogram statistics of local model-relative image regions RE Broadhurst, J Stough, SM Pizer, EL Chaney International Workshop on Deep Structure, Singularities, and Computer Vision …, 2005 | 31 | 2005 |
| Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort J Glaister, A Carass, T NessAiver, JV Stough, S Saidha, PA Calabresi, ... NeuroImage 158, 430-440, 2017 | 24 | 2017 |
| Automatic male pelvis segmentation from CT images via statistically trained multi-object deformable m-rep models EL Chaney, S Pizer, S Joshi, R Broadhurst, T Fletcher, G Gash, Q Han, ... International Journal of Radiation Oncology, Biology, Physics 60 (1), S153-S154, 2004 | 20 | 2004 |
| Clustering on image boundary regions for deformable model segmentation J Stough, PM Pizer, EL Chaney, M Rao 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro …, 2004 | 20 | 2004 |
| Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors J Glaister, A Carass, JV Stough, PA Calabresi, JL Prince Medical Imaging 2016: Image Processing 9784, 937-942, 2016 | 15 | 2016 |
| Texture and color distribution-based classification for live coral detection J Stough, L Greer, B Matt Proceedings of the 12th International Coral Reef Symposium, 9-13, 2012 | 15 | 2012 |
| Thalamic parcellation from multi-modal data using random forest learning JV Stough, C Ye, SH Ying, JL Prince 2013 IEEE 10th International Symposium on Biomedical Imaging, 852-855, 2013 | 14 | 2013 |
| Left ventricular and atrial segmentation of 2d echocardiography with convolutional neural networks JV Stough, S Raghunath, X Zhang, JM Pfeifer, BK Fornwalt, CM Haggerty Medical Imaging 2020: Image Processing 11313, 32-38, 2020 | 13 | 2020 |
| Conditional-mean initialization using neighboring objects in deformable model segmentation JY Jeong, JV Stough, JS Marron, SM Pizer Medical Imaging 2008: Image Processing 6914, 1512-1520, 2008 | 12 | 2008 |
| Intra-patient anatomic statistical models for adaptive radiotherapy SM Pizer, RE Broadhurst, JY Jeong, Q Han, R Saboo, JV Stough, ... MICCAI Workshop From Statistical Atlases to Personalized Models …, 2006 | 12 | 2006 |
| Histogram statistics of local image regions for object segmentation R Broadhurst, J Stough, S Pizer, E Chaney International workshop on deep structure, singularities, and computer vision, 2005 | 12 | 2005 |
| Assessing the generalizability of temporally coherent echocardiography video segmentation Y Chen, X Zhang, CM Haggerty, JV Stough Medical Imaging 2021: Image Processing 11596, 463-469, 2021 | 9 | 2021 |
| Deep neural networks can predict 1-year mortality directly from ECG signal, even when clinically interpreted as normal SM Raghunath, A Ulloa Cerna, L Jing, D Vanmaanen, JV Stough, ... Circulation 140 (Suppl_1), A14425-A14425, 2019 | 9 | 2019 |
Christopher M. HaggertyNewYork-Presbyterian Hospital, Columbia University Medical CenterVerified email at nyp.org
