Bradley J Erickson, MD, PhD

  • 4308 Citations
  • 32 Scopus h-Index
1986 …2020
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Research Output 1986 2019

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Conference contribution
2019

Reduction of unnecessary thyroid biopsies using deep learning

Akkus, Z., Boonrod, A., Siddiquee, M. R., Philbrick, K. A., Stan, M. N., Castro, M. R., Erickson, D., Callstrom, M. R. & Erickson, B. J., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biopsy
nodules
learning
Thyroid Nodule
Thyroid Gland
2018
2 Citations (Scopus)

Evaluation of a deep learning architecture for MR imaging prediction of ATRX in glioma patients

Korfiatis, P., Kline, T. & Erickson, B. J., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105752G

Research output: Chapter in Book/Report/Conference proceedingConference contribution

mutations
Glioma
learning
Tumors
tumors
4 Citations (Scopus)

Extraction of brain tissue from CT head images using fully convolutional neural networks

Akkus, Z., Kostandy, P. M., Philbrick, K. A. & Erickson, B. J., Jan 1 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 1057420

Research output: Chapter in Book/Report/Conference proceedingConference contribution

brain
Tomography
Brain
tomography
Head
2014

CT image noise reduction using rotational-invariant feature in Stockwell transform

Su, J., Li, Z., Yu, L., Warner, J., Blezek, D. & Erickson, B. J., 2014, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 9034. 903433

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Noise abatement
noise reduction
Noise
Computer Simulation
Radiation

Regional cyst concentration as a prognostic biomarker for polycystic kidney disease

Warner, J. D., Irazabal Mira, M., Torres, V., King, B. F. & Erickson, B. J., 2014, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 9038. 903804

Research output: Chapter in Book/Report/Conference proceedingConference contribution

kidney diseases
Polycystic Kidney Diseases
cysts
biomarkers
Biomarkers
2012

Cluster-based differential features to improve detection accuracy of focal cortical dysplasia

Yang, C. A., Kaveh, M. & Erickson, B. J., 2012, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 8315. 83151G

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Malformations of Cortical Development
Computer aided diagnosis
Magnetic resonance imaging
Support vector machines
Classifiers
1 Citation (Scopus)

Liver segmentation using structured sparse representations

Singh, V., Wang, D., Tewfik, A. H. & Erickson, B. J., 2012, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 565-568 4 p. 6287942

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Liver
Glossaries
Surgery
Tumors
Masks
2011
5 Citations (Scopus)

Automated detection of Focal Cortical Dysplasia lesions on T1-weighted MRI using volume-based distributional features

Yang, C. A., Kaveh, M. & Erickson, B. J., 2011, Proceedings - International Symposium on Biomedical Imaging. p. 865-870 6 p. 5872541

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Malformations of Cortical Development
Magnetic resonance imaging
Labeling
Tissue
Experiments
2009
24 Citations (Scopus)

Comparative study of two image space noise reduction methods for computed tomography: Bilateral filter and nonlocal means

Ramirez Giraldo, J. C., Kelm, Z. S., Guimaraes, L. S., Yu, L., Fletcher, J. G., Erickson, B. J. & McCollough, C. H., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 3529-3532 4 p. 5334714

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic variables control
Noise abatement
Quality assurance
Image quality
Dosimetry
23 Citations (Scopus)

Optimizing non-local means for denoising low dose CT

Kelm, Z. S., Blezek, D., Bartholmai, B. J. & Erickson, B. J., 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. p. 662-665 4 p. 5193134

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal-To-Noise Ratio
Signal to noise ratio
Radiation-Induced Neoplasms
Pixels
Imaging techniques
2007
19 Citations (Scopus)

Real-time mutual-information-based linear registration on the cell broadband engine processor

Ohara, M., Yeo, H., Savino, F., Iyengar, G., Gong, L., Inoue, H., Komatsu, H., Sheinin, V., Daijavad, S. & Erickson, B. J., 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. p. 33-36 4 p. 4193215

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engines
Data storage equipment
Parallel architectures
Medical imaging
Microcomputers
2004
4 Citations (Scopus)

Transforming the radiological interpretation process: The SCAR TRIP™ initiative

Andriole, K. P., Morin, R. L., Arenson, R. L., Carrino, J. A., Erickson, B. J., Horii, S. C., Piraino, D. W., Reiner, B. I., Seibert, J. A. & Siegel, E. L., 2004, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Ratib, O. M. & Huang, H. K. (eds.). 25 ed. Vol. 5. p. 1-7 7 p. 5371-10

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiology
Computer applications
Communication
Human engineering
Health care
2003
1 Citation (Scopus)

Improved classification accuracy by feature extraction using genetic algorithms

Patriarche, J., Manduca, A. & Erickson, B. J., 2003, Proceedings of SPIE - The International Society for Optical Engineering. Sonka, M. & Fitzpatrick, J. M. (eds.). Vol. 5032 III. p. 1402-1412 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

genetic algorithms
pattern recognition
Feature extraction
Genetic algorithms
Tissue
2000
3 Citations (Scopus)

Application of usability testing for improving PACS workstation design

Erickson, B. J. & Kossack, M. F., 2000, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers, Vol. 3980. p. 188-195 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Picture archiving and communication systems
workstations
telecommunication
computer programs
Testing
55 Citations (Scopus)

JPEG 2000 compression of medical imagery

Foos, D. H., Muka, E., Slone, R. M., Erickson, B. J., Flynn, M. J., Clunie, D. A., Hildebrand, L., Kohm, K. & Young, S., 2000, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers, Vol. 3980. p. 85-96 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

imagery
Digital Imaging and Communications in Medicine (DICOM)
medicine
communication
syntax
1999
5 Citations (Scopus)

JPEG/wavelet ultrasound compression study

Persons, K. R., Palisson, P. M., Manduca, A., Charboneau, W. J., James, E. M., Charboneau, N. T., Hangiandreou, N. J. & Erickson, B. J., 1999, Proceedings of SPIE - The International Society for Optical Engineering. Society of Photo-Optical Instrumentation Engineers, Vol. 3662. p. 232-247 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital Imaging and Communications in Medicine (DICOM)
Ultrasonics
Compressibility
Compaction
scanners
1998

An evaluation of 3-D vs. 2-D compression of medical images with set partitioning in hierarchical trees

Manduca, A., Persons, K. R., Erickson, B. J. & Palisson, P. M., 1998, Proceedings of SPIE - The International Society for Optical Engineering. Mun, S. K. & Kim, Y. (eds.). Vol. 3335. p. 359-364 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
evaluation
coding
Image compression
Magnetic resonance imaging
5 Citations (Scopus)

Clinician image review patterns in an out-patient setting

Erickson, B. J., Ryan, W. J., Gehring, D. G. & Beebe, C., 1998, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 3339. p. 406-413 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic medical equipment
Radiology
physicians
medical electronics
radiology
1997
1 Citation (Scopus)

Clinical evaluation of wavelet compression of digitized chest x-rays

Erickson, B. J., Manduca, A. & Persons, K. R., 1997, Proceedings of SPIE - The International Society for Optical Engineering. Bellingham, WA, United States: Society of Photo-Optical Instrumentation Engineers, Vol. 3031. p. 312-317 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

chest
Pixels
X rays
evaluation
pixels

Histogram transformation for improved compression of CT images

Manduca, A., Erickson, B. J., Persons, K. R. & Palisson, P. M., 1997, Proceedings of SPIE - The International Society for Optical Engineering. Bellingham, WA, United States: Society of Photo-Optical Instrumentation Engineers, Vol. 3031. p. 320-327 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

histograms
Tissue
Bone
Image compression
Image quality

Integration of PACS image display with an electronic medical record

Erickson, B. J., Gehring, D. G. & Ryan, W. J., 1997, Proceedings of SPIE - The International Society for Optical Engineering. Bellingham, WA, United States: Society of Photo-Optical Instrumentation Engineers, Vol. 3031. p. 806-809 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

medical electronics
Electronic medical equipment
Picture archiving and communication systems
Display devices
workstations
1996

Automatic segmentation of MR brain images in multiple sclerosis patients

Avula, R. T. V. & Erickson, B. J., 1996, Proceedings of SPIE - The International Society for Optical Engineering. Loew, M. H. & Hanson, K. M. (eds.). Vol. 2710. p. 960-966 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

brain
Brain
Tissue
Pathology
Oils and fats
1989

Desktop computer software package for display and analysis of multidimensional medical images

Erickson, B. J. & Robb, R. A., 1989, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Publ by Alliance for Engineering in Medicine & Biology, Vol. 11 pt 6. p. 1957-1958 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software packages
Personal computers
Display devices
Image analysis
Managers