Deep learning in medical imaging and radiation therapy B Sahiner, A Pezeshk, LM Hadjiiski, X Wang, K Drukker, KH Cha, ...
Medical physics 46 (1), e1-e36, 2019
760 2019 MR imaging radiomics signatures for predicting the risk of breast cancer recurrence as given by research versions of MammaPrint, Oncotype DX, and PAM50 gene assays H Li, Y Zhu, ES Burnside, K Drukker, KA Hoadley, C Fan, SD Conzen, ...
Radiology 281 (2), 382-391, 2016
497 2016 Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set H Li, Y Zhu, ES Burnside, E Huang, K Drukker, KA Hoadley, C Fan, ...
NPJ breast cancer 2, 16012, 2016
344 2016 Computerized lesion detection on breast ultrasound K Drukker, ML Giger, K Horsch, MA Kupinski, CJ Vyborny, EB Mendelson
Medical physics 29 (7), 1438-1446, 2002
287 2002 Noise injection for training artificial neural networks: A comparison with weight decay and early stopping RM Zur, Y Jiang, LL Pesce, K Drukker
Medical physics 36 (10), 4810-4818, 2009
238 2009 Exploring nonlinear feature space dimension reduction and data representation in breast CADx with Laplacian eigenmaps and‐SNE AR Jamieson, ML Giger, K Drukker, H Li, Y Yuan, N Bhooshan
Medical physics 37 (1), 339-351, 2010
177 2010 Deciphering genomic underpinnings of quantitative MRI-based radiomic phenotypes of invasive breast carcinoma Y Zhu, H Li, W Guo, K Drukker, L Lan, ML Giger, Y Ji
Scientific reports 5 (1), 17787, 2015
174 2015 Basics of surface hopping in mixed quantum/classical simulations K Drukker
Journal of Computational Physics 153 (2), 225-272, 1999
164 1999 Prediction of clinical phenotypes in invasive breast carcinomas from the integration of radiomics and genomics data W Guo, H Li, Y Zhu, L Lan, S Yang, K Drukker, E Morris, E Burnside, ...
Journal of medical imaging 2 (4), 041007-041007, 2015
163 2015 Model simulations of DNA denaturation dynamics K Drukker, G Wu, GC Schatz
The Journal of Chemical Physics 114 (1), 579-590, 2001
160 2001 PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images SG Armato III, H Huisman, K Drukker, L Hadjiiski, JS Kirby, N Petrick, ...
Journal of Medical Imaging 5 (4), 044501-044501, 2018
154 2018 Computerized detection and classification of cancer on breast ultrasound1 K Drukker, ML Giger, CJ Vyborny, EB Mendelson
Academic radiology 11 (5), 526-535, 2004
144 2004 LUNGx Challenge for computerized lung nodule classification SG Armato III, K Drukker, F Li, L Hadjiiski, GD Tourassi, RM Engelmann, ...
Journal of Medical Imaging 3 (4), 044506-044506, 2016
128 2016 Automated breast ultrasound in breast cancer screening of women with dense breasts: reader study of mammography-negative and mammography-positive cancers ML Giger, MF Inciardi, A Edwards, J Papaioannou, K Drukker, Y Jiang, ...
American Journal of roentgenology 206 (6), 1341-1350, 2016
127 2016 Quantum scattering study of electronic Coriolis and nonadiabatic coupling effects in K Drukker, GC Schatz
The Journal of chemical physics 111 (6), 2451-2463, 1999
103 1999 Solvation and hydrogen-bonding effects on proton wires H Decornez, K Drukker, S Hammes-Schiffer
The Journal of Physical Chemistry A 103 (15), 2891-2898, 1999
91 1999 Quantum Wave Packet Study of Nonadiabatic Effects in O(1 D) + H2 → OH + H SK Gray, C Petrongolo, K Drukker, GC Schatz
The Journal of Physical Chemistry A 103 (47), 9448-9459, 1999
90 1999 Breast image feature learning with adaptive deconvolutional networks AR Jamieson, K Drukker, ML Giger
Medical Imaging 2012: Computer-Aided Diagnosis 8315, 64-76, 2012
89 2012 A model for simulating dynamics of DNA denaturation K Drukker, GC Schatz
The Journal of Physical Chemistry B 104 (26), 6108-6111, 2000
86 2000 MO‐DE‐207B‐06: Computer‐aided diagnosis of breast ultrasound images using transfer learning from deep convolutional neural networks B Huynh, K Drukker, M Giger
Medical physics 43 (6Part30), 3705-3705, 2016
85 2016 