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Karl Walker
Karl Walker
Associate Professor of Mathematics and Computer Sciences
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Cited by
Cited by
Year
Liquid biopsy and its role in an advanced clinical trial for lung cancer
DJ Johann Jr, M Steliga, IJ Shin, D Yoon, K Arnaoutakis, L Hutchins, ...
Experimental Biology and Medicine 243 (3), 262-271, 2018
572018
Lung cancer screening with low-dose CT scans using a deep learning approach
JL Causey, Y Guan, W Dong, K Walker, JA Qualls, F Prior, X Huang
arXiv preprint arXiv:1906.00240, 2019
232019
DNAp: a pipeline for DNA-seq data analysis
JL Causey, C Ashby, K Walker, ZP Wang, M Yang, Y Guan, JH Moore, ...
Scientific reports 8 (1), 6793, 2018
202018
Minor QTLs mining through the combination of GWAS and machine learning feature selection
W Zhou, ES Bellis, J Stubblefield, J Causey, J Qualls, K Walker, X Huang
BioRxiv, 712190, 2019
172019
Spatial pyramid pooling with 3D convolution improves lung cancer detection
JL Causey, K Li, X Chen, W Dong, K Walker, JA Qualls, J Stubblefield, ...
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (2 …, 2020
162020
An ensemble of U-Net models for kidney tumor segmentation with CT images
J Causey, J Stubblefield, J Qualls, J Fowler, L Cai, K Walker, Y Guan, ...
IEEE/ACM transactions on computational biology and bioinformatics 19 (3 …, 2021
152021
Big data-a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm
X Huang, SF Jennings, B Bruce, A Buchan, L Cai, P Chen, CL Cramer, ...
BioData mining 8, 1-5, 2015
142015
Transfer learning with chest X-rays for ER patient classification
J Stubblefield, M Hervert, JL Causey, JA Qualls, W Dong, L Cai, J Fowler, ...
Scientific reports 10 (1), 20900, 2020
92020
New enumeration algorithm for protein structure comparison and classification
C Ashby, D Johnson, K Walker, IA Kanj, G Xia, X Huang
BMC genomics 14, 1-10, 2013
72013
Minor QTLs mining through the combination of GWAS and machine learning feature selection. BioRxiv, 712190
W Zhou, ES Bellis, J Stubblefield, J Causey, J Qualls, K Walker, X Huang
52019
Cardiac or Infectious? Transfer Learning with Chest X-Rays for ER Patient Classification
J Stubblefield, M Hervert, J Causey, J Qualls, W Dong, L Cai, J Fowler, ...
MedRxiv, 2020.04. 11.20062091, 2020
42020
Study the combination of brain MRI imaging and other datatypes to improve Alzheimer’s disease diagnosis
J Stubblefield, A Kronberger, J Causey, J Qualls, J Fowler, K Zeng, ...
MedRxiv, 2022.10. 30.22281735, 2022
12022
COVID19 Diagnosis Using Chest X-rays and Transfer Learning
J Stubblefield, J Causey, D Dale, J Qualls, E Bellis, J Fowler, K Walker, ...
MedRxiv, 2022
2022
Identify differentially expressed genes with large background samples
J Fowler, J Stubblefield, J Causey, J Qualls, W Dong, H Jiang, K Walker, ...
International Journal of Computational Biology and Drug Design 14 (6), 411-428, 2021
2021
Cardiac or Infectious? Transfer Learning with Chest X-Rays for ER Patient Classification (preprint)
J Stubblefield, M Hervert, J Causey, J Qualls, W Dong, L Cai, J Fowler, ...
2020
New enumeration algorithm for protein structure comparison and classification
IA Kanj, D Johnson, K Walker, XZ Huang, C Ashby, G Xia
BMC Genomics 14 (S2), 1, 2013
2013
TERPRED: A Dynamic Structural Data Analysis Tool
K Walker, CL Cramer, SF Jennings, X Huang
Recent Advances in Computer Science and Information Engineering: Volume 2 …, 2012
2012
TERPRED: A Structural Data Analysis Tool
K Walker
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