Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions RL Somorjai, B Dolenko, R Baumgartner Bioinformatics 19 (12), 1484-1491, 2003 | 438 | 2003 |
Comparison of two exploratory data analysis methods for fMRI: fuzzy clustering vs. principal component analysis R Baumgartner, L Ryner, W Richter, R Summers, M Jarmasz, R Somorjai Magnetic Resonance Imaging 18 (1), 89-94, 2000 | 234 | 2000 |
Quantification in functional magnetic resonance imaging: fuzzy clustering vs. correlation analysis R Baumgartner, C Windischberger, E Moser Magnetic Resonance Imaging 16 (2), 115-125, 1998 | 198 | 1998 |
Fuzzy clustering of gradient‐echo functional MRI in the human visual cortex. Part I: Reproducibility R Baumgartner, G Scarth, C Teichtmeister, R Somorjai, E Moser Journal of Magnetic Resonance Imaging 7 (6), 1094-1101, 1997 | 173 | 1997 |
A wavelet-based method for improving signal-to-noise ratio and contrast in MR images ME Alexander, R Baumgartner, AR Summers, C Windischberger, ... Magnetic Resonance Imaging 18 (2), 169-180, 2000 | 145 | 2000 |
A hierarchical clustering method for analyzing functional MR images P Filzmoser, R Baumgartner, E Moser Magnetic resonance imaging 17 (6), 817-826, 1999 | 142 | 1999 |
Quantification of intensity variations in functional MR images using rotated principal components W Backfrieder, R Baumgartner, M Samal, E Moser, H Bergmann Physics in Medicine & Biology 41 (8), 1425, 1996 | 125 | 1996 |
Identification of central nervous system genes involved in the host response to the scrapie agent during preclinical and clinical infection S Booth, C Bowman, R Baumgartner, G Sorensen, C Robertson, ... Journal of General Virology 85 (11), 3459-3471, 2004 | 117 | 2004 |
Quantifying temporal correlations: A test–retest evaluation of functional connectivity in resting-state fMRI M Fiecas, H Ombao, D Van Lunen, R Baumgartner, A Coimbra, D Feng NeuroImage 65, 231-241, 2013 | 91 | 2013 |
Using multiple data features improved the validity of osteoporosis case ascertainment from administrative databases LM Lix, MS Yogendran, WD Leslie, SY Shaw, R Baumgartner, C Bowman, ... Journal of clinical epidemiology 61 (12), 1250-1260, 2008 | 91 | 2008 |
Classification of human gliomas by infrared imaging spectroscopy and chemometric image processing C Beleites, G Steiner, MG Sowa, R Baumgartner, S Sobottka, G Schackert, ... Vibrational Spectroscopy 38 (1-2), 143-149, 2005 | 79 | 2005 |
Variance reduction in estimating classification error using sparse datasets C Beleites, R Baumgartner, C Bowman, R Somorjai, G Steiner, R Salzer, ... Chemometrics and intelligent laboratory systems 79 (1-2), 91-100, 2005 | 77 | 2005 |
Fuzzy clustering of gradient‐echo functional MRI in the human visual cortex. Part II: Quantification E Moser, M Diemling, R Baumgartner Journal of Magnetic Resonance Imaging 7 (6), 1102-1108, 1997 | 77 | 1997 |
Imaging drugs with and without clinical analgesic efficacy J Upadhyay, J Anderson, AJ Schwarz, A Coimbra, R Baumgartner, ... Neuropsychopharmacology 36 (13), 2659-2673, 2011 | 74 | 2011 |
Assessment of cluster homogeneity in fMRI data using Kendall’s coefficient of concordance R Baumgartner, R Somorjai, R Summers, W Richter Magnetic resonance imaging 17 (10), 1525-1532, 1999 | 67 | 1999 |
Decision-making using fMRI in clinical drug development: revisiting NK-1 receptor antagonists for pain D Borsook, J Upadhyay, M Klimas, AJ Schwarz, A Coimbra, ... Drug discovery today 17 (17-18), 964-973, 2012 | 61 | 2012 |
The role of fMRI in drug development O Carmichael, AJ Schwarz, CH Chatham, D Scott, JA Turner, J Upadhyay, ... Drug discovery today 23 (2), 333-348, 2018 | 57 | 2018 |
Modulation of CNS pain circuitry by intravenous and sublingual doses of buprenorphine J Upadhyay, J Anderson, R Baumgartner, A Coimbra, AJ Schwarz, ... Neuroimage 59 (4), 3762-3773, 2012 | 55 | 2012 |
Wavelet domain de-noising of time-courses in MR image sequences ME Alexander, R Baumgartner, C Windischberger, E Moser, RL Somorjai Magnetic resonance imaging 18 (9), 1129-1134, 2000 | 55 | 2000 |
A data-driven, flexible machine learning strategy for the classification of biomedical data RL Somorjai, ME Alexander, R Baumgartner, S Booth, C Bowman, ... Artificial intelligence methods and tools for systems biology, 67-85, 2004 | 50 | 2004 |