Rochester, MN

Research Output 1961 2019

Filter
Conference contribution
2019

A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection

Saboo, K. V., Varatharajah, Y., Berry, B. M., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Kahana, M. J., Kucewicz, M. T., Worrell, G. A. & Iyer, R. K., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 323-327 5 p. 8717057. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Electroencephalography
Learning systems
Data storage equipment
Electrodes
Set theory

Analyzing Early Signals of Older Adult Cognitive Impairment in Electronic Health Records

Goudarzvand, S., St. Sauver, J., Mielke, M. M., Takahashi, P. Y. & Sohn, S., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1636-1640 5 p. 8621278. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Electronic Health Records
Health
Activities of Daily Living
Aging of materials
Semantics

Annotating Cohort Data Elements with OHDSI Common Data Model to Promote Research Reproducibility

Zhao, Y., Wang, Y., Wang, H., Yan, B., Shen, F., Peterson, K. J., Rocca, W. A., St. Sauver, J. & Liu, H. D., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1310-1317 8 p. 8621269. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Informatics
Electronic Health Records
Data structures
Health
Epidemiology

A two-fold enhancement of ultrasound vessel images using a non-local based restoration and morphological filtering

Adabi, S., Ghavami, S., Bayat, M., Fatemi, M. & Alizad, A., Jan 1 2019, Medical Imaging 2019: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 1095506. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10955).

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

Doppler Ultrasonography
Signal-To-Noise Ratio
Microvessels
restoration
Artifacts

Automatic strategy for CHO channel reduction in x-ray angiography systems

Gomez-Cardona, D., Leng, S., Favazza, C. P., Schueler, B. A. & Fetterly, K. A., Jan 1 2019, Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Samuelson, F. W. (eds.). SPIE, 1095205. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10952).

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

Angiography
angiography
X-Rays
Noise
X rays

Building a Research-Quality Copy Number Variation Data Repository for Translational Research

Wang, C., Moore, R. M., Evans, J. M., Hou, X., John Weroha, S. & Jiang, G. D., Jan 1 2019, Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB 2018 Workshops, Poly and DMAH, 2018, Revised Selected Papers. Stonebraker, M., Wang, F., Gadepally, V., Teodoro, G., Mattson, T. & Luo, G. (eds.). Springer Verlag, p. 148-161 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11470 LNCS).

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

Repository
Data integration
Schema
Data Reuse
Ovarian Cancer

Correlation between a deep-learning-based model observer and human observer for a realistic lung nodule localization task in chest CT

Gong, H., Walther, A., Hu, Q., Koo, C. W., Takahashi, E. A., Levin, D. L., Johnson, T. F., Hora, M. J., Leng, S., Fletcher, J. G., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Samuelson, F. W. (eds.). SPIE, 109520K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10952).

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

chest
nodules
lungs
learning
Thorax

Demonstration of phase-assisted material decomposition with a Talbot-Lau interferometer using a single x-ray tube potential

Shanblatt, E. R., Nelson, B. J., Tao, S., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

x ray tubes
fats
Interferometers
Demonstrations
interferometers

Detecting Serendipitous Drug Usage in Social Media with Deep Neural Network Models

Ru, B., Li, D. & Yao, L., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1083-1090 8 p. 8621252. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Social Media
Neural Networks (Computer)
Pharmaceutical Preparations
Long-Term Memory
Short-Term Memory

Evaluation of interventions for psychiatric care: A simulation study of the effect on emergency departments

Roh, T., Quinones-Avila, V., Campbell, R. L., Melin, G. & Pasupathy, K. S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2507-2517 11 p. 8632521. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Emergency
Health
Simulation Study
Evaluation
Discrete event simulation

Feasibility of medical image-based bio 3D printing of variable tissue compositions

Shinde, R., Nigh, D. J. P., Miguez, S. M., Rhodes, S. S., Udupa, J. K., Shetye, S., Chandra, A., Pignolo, R. & Rajapakse, C. S., Jan 1 2019, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications. Bak, P. R. & Chen, P-H. (eds.). SPIE, 1095409. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10954).

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

Durapatite
Scaffolds
printing
Printing
compression tests
1 Citation (Scopus)

Leveraging Association Rule Mining to Detect Pathophysiological Mechanisms of Chronic Kidney Disease Complicated by Metabolic Syndrome

Peng, S., Fan, Y., Wang, L., Wen, A., Liu, X., Liu, H. D. & Shen, F., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1302-1309 8 p. 8621226. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Association rules
Chronic Renal Insufficiency
Semantics
MEDLINE
Triglycerides

Mapping Common Data Elements to a Domain Model Using an Artificial Neural Network

Renner, R., Li, S., Huang, Y., Tan, S., Li, D., Zijp-Tan, A. C. V. D., Benton, R., Borchert, G. M., Huang, J. & Jiang, G. D., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1532-1535 4 p. 8621535. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Biomedical Research
Neural networks
Common Data Elements
Personnel
Research Personnel

Material decomposition in photon-counting-detector CT: Threshold or bin images?

Ren, L., Tao, S., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Bins
Least-Squares Analysis
Photons
counting
Detectors

Multi-contrast imaging on dual-source photon-counting-detector (PCD) CT

Tao, S., Rajendran, K., McCollough, C. H. & Leng, S., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Photons
Light sources
counting
Detectors
Imaging techniques

Multi-energy CT with triple x-ray beams and photon-counting-detector CT for simultaneous imaging of two contrast agents: An experimental comparison

Ren, L., McCollough, C. H. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109481B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Photons
Iodine
Contrast Media
counting
Bismuth

On the Design of a Physiological Signal Feature Extraction and Segmentation Digital Subsystem

Felton, C. L., Gilbert, B. K., Holmes, D. R. & Haider, C. R., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 208-212 5 p. 8645139. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Feature extraction
Detectors
Hardware
Monitoring
Costs

OpenHI - An open source framework for annotating histopathological image

Puttapirat, P., Zhang, H., Lian, Y., Wang, C., Zhang, X., Yao, L. & Li, C., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1076-1082 7 p. 8621393. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Crowdsourcing
Genetic Association Studies
Intelligent systems
Semantics
Software

Optimal acquisition setting for dual-contrast imaging with gadolinium and iodine on a research whole-body photon-counting-detector (PCD) CT

Tao, S., Wu, Y., Rajendran, K., McCollough, C. H. & Leng, S., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Whole-Body Counting
Gadolinium
gadolinium
Iodine
Photons

Quantitative assessment of the relationship between myocardial lesion formation detected by delayed contrast-enhanced magnetic resonance imaging and proton beam planning dose for treatment of ventricular tachycardia

Rettmann, M. E., Suzuki, A., Deisher, A. J., Hohmann, S., Konishi, H., Wang, S., Kruse, J. J., Newman, L. K., Parker, K. D., Herman, M. G. & Packer, D. L., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 109510D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

tachycardia
Proton beams
Magnetic resonance
Proton Therapy
Ventricular Tachycardia

Quantitative cartilage imaging using spectral photon-counting detector based computed tomography

Rajendran, K., Tao, S., Benike, A., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109531A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

cartilage
Cartilage
Glycosaminoglycans
Photons
Tomography

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

Simulation of CT images reconstructed with different kernels using a convolutional neural network and its implications for efficient CT workflow

Missert, A. D., Leng, S., McCollough, C. H., Fletcher, J. G. & Yu, L., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109482Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Workflow
Tomography
tomography
X-Ray Computed Tomography Scanners
Neural networks

Stockwell Transform Detector for Photoplethysmography Signal Segmentation

Marks, V. S., Felton, C. L., Techentin, R. W., Gilbert, B. K., Convertino, V. A., Joyner, M. J., Curry, T. B., Holmes, D. R. & Haider, C. R., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1239-1243 5 p. 8645540. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Photoplethysmography
Filter banks
Mathematical transformations
Detectors
Electrocardiography

Temporal sequence alignment in electronic health records for computable patient representation

Huang, M., Zolnoori, M., Shah, N. D. & Yao, L., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1054-1061 8 p. 8621428. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Sequence Alignment
Electronic Health Records
Health
Medical Records
Databases

Visibility guided phase contrast denoising

Nelson, B., Koenig, T., Shanblatt, E., Leng, S. & McCollough, C. H., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109484V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Interferometry
phase contrast
visibility
Visibility
low visibility
2018

A comparison of efficient first stage decimation filters for continuous time delta sigma modulators

Felton, C. L., Gilbert, B. K. & Haider, C. R., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 473-477 5 p. 8335384

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

Decimation
Modulator
Digital filters
Modulators
Continuous Time

A Natural Language Processing Approach to Acquire Accurate Health Provider Directory Information

Cook, M., Yao, L. & Wang, X., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 76-77 2 p. 8411813

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

Natural Language Processing
Directories
Health
Licensure
Nurse Midwives

An Ultrafast Ultrasound Microvessel Imaging Technique for Assessing Patients with Unilateral Papilledema

Zhou, B., Kazami, A., Sit, A. J., Chen, J. & Zhang, X., Dec 17 2018, 2018 IEEE International Ultrasonics Symposium, IUS 2018. IEEE Computer Society, Vol. 2018-October. 8580168

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

imaging techniques
hemodynamics
optics
blood volume
probes

A publication-based popularity index (PPI) for healthcare dataset ranking

Shi, J., Zheng, M., Yao, L. & Ge, Y., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 247-254 8 p. 8419368

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

Publications
Delivery of Health Care
Health
Learning systems
Datasets

Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing

Wang, Y., Mehrabi, S., Sohn, S., Atkinson, E., Amin, S. & Liu, H. D., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 64-65 2 p. 8411807

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

Natural Language Processing
Osteoporotic Fractures
Radiology
Wrist
Femur
1 Citation (Scopus)

BioCreative/OHNLP Challenge 2018

Rastegar-Mojarad, M., Liu, S., Wang, Y., Afzal, N., Wang, L., Shen, F., Fu, S. & Liu, H. D., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 1 p.

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

Natural Language Processing
Confidentiality
Processing
Education
Information Storage and Retrieval

Characterization of passive wireless electrocardiogram acquisition in adult zebrafish

Gruber, S., Le, T., Huerta, M., Wilson, K., Yang, J., Xu, X. H. & Cao, H., Aug 7 2018, IMBioc 2018 - 2018 IEEE/MTT-S International Microwave Biomedical Conference. Institute of Electrical and Electronics Engineers Inc., p. 115-117 3 p. 8428899

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

electrocardiography
Electrocardiography
acquisition
anesthesia
disrupting

Clinical accuracy QRS detector with automatic parameter adjustment in an autonomous, real-time physiologic monitor

Pinto, S. C., Felton, C. L., Smital, L., Gilbert, B. K., Holmes III, D. R. & Haider, C. R., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1005-1009 5 p.

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

Detectors
Mathematical transformations
Waveform analysis
Electrocardiography
Neural networks

Comparison of junction temperature prediction methods through analysis of isolated 1-D thermal resistance model variables of an application utilizing forced convection of heat sinks

Klitzke, N. A., Polzer, S. C., Wilkins, W. L., Gilbert, B. K. & Haider, C. R., May 9 2018, 34th Annual Semiconductor Thermal Measurement and Management Symposium, SEMI-THERM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 119-126 8 p.

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

Forced convection
Heat sinks
Heat resistance
Temperature
Computational fluid dynamics
1 Citation (Scopus)

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure

Orlenko, A., Moore, J. H., Orzechowski, P., Olson, R. S., Cairns, J., Caraballo, P., Weinshilboum, R. M., Wang, L. M. & Breitenstein, M. K., Jan 1 2018, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018. 212669 ed. World Scientific Publishing Co. Pte Ltd, p. 460-471 12 p.

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

Learning systems
Plasmas
Metabolites
Feature extraction
Vitamins
3 Citations (Scopus)

Constructing Node Embeddings for Human Phenotype Ontology to Assist Phenotypic Similarity Measurement

Shen, F., Liu, S., Wang, Y., Wang, L., Wen, A., Limper, A. H. & Liu, H. D., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 29-33 5 p. 8411677

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

Phenotype
Idiopathic Pulmonary Fibrosis
Precision Medicine
Vocabulary
Node
1 Citation (Scopus)

Correlation between model observers in uniform background and human observers in patient liver background for a low-contrast detection task in CT

Gong, H., Yu, L., Leng, S., DIlger, S., Zhou, W., Ren, L. & McCollough, C. H., Jan 1 2018, Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment. SPIE, Vol. 10577. 105770M

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

liver
Liver
lesions
Computerized tomography
Image quality
1 Citation (Scopus)

Creating neural 'co-processors' to explore treatments for neurological disorders

Stanslaski, S., Herron, J., Fehrmann, E., Corey, R., Orser, H., Opri, E., Kremen, V., Brinkmann, B., Gunduz, A., Foote, K., Worrell, G. A. & Denison, T., Mar 8 2018, 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61. p. 460-462 3 p.

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

Neurology
Energy transfer
Brain
Networks (circuits)
Coprocessor

Data Compression via Low Complexity Delta Transition Lossless Encoding for Remote Physiological and Environmental Monitoring

Felton, C. L., Gilbert, B. K. & Haider, C. R., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4379-4384 6 p. 8513277

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

Data Compression
Environmental Monitoring
Data compression
Physiologic Monitoring
Electrocardiography

Deep Learning for Better Variant Calling for Cancer Diagnosis and Treatment

Ramachandran, A., Li, H., Klee, E. W., Lumetta, S. S. & Chen, D., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 16-21 6 p.

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

DNA
Throughput
Molecular biology
Bioinformatics
Gene expression

Determination of optimal image type and lowest detectable concentration for iodine detection on a photon counting detector-based multi-energy CT system

Zhou, W., Schornak, R., Michalak, G., Weaver, J., Abdurakhimova, D., Ferrero, A., Fetterly, K. A., McCollough, C. H. & Leng, S., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105734U

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

Iodine
Photons
iodine
low concentrations
counting
1 Citation (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

Evaluation of inter-site bias and variance in diffusion-weighted MRI

Hainline, A. E., Nath, V., Parvathaneni, P., Blaber, J., Rogers, B., Newton, A., Luci, J., Edmonson, H., Kang, H. & Landman, B. A., Jan 1 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 1057413

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

Diffusion Magnetic Resonance Imaging
Magnetic resonance imaging
Imaging techniques
Decision Trees
evaluation
3 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

Impact of photon counting detector technology on kV selection and diagnostic workflow in CT

Zhou, W., Abdurakhimova, D., Bruesewitz, M., Halaweish, A., McCollough, C. H. & Leng, S., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105731C

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

Workflow
Iodine
Photons
Noise
counting

Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system

Kremen, V., Brinkmann, B. H., Kim, I., Chang, S-Y., Van Gompel, J., Herron, J. A., Baldassano, S., Patterson, E. E., Litt, B., Denison, T. & Worrell, G. A., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 1 p.

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

seizures
Brain
epilepsy
Demonstrations
Modulation
1 Citation (Scopus)

LSTM for septic shock: Adding unreliable labels to reliable predictions

Zhang, Y., Lin, C., Chi, M., Ivy, J., Capan, M. & Huddleston, J. M., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1233-1242 10 p.

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

Memory Term
Labels
Shock
Prediction
Moment

Modeling Metal Surface Roughness with a Single Parameter

Degerstrom, M. J., White, C. K., Gilbert, B. K. & Haider, C. R., Nov 13 2018, EPEPS 2018 - IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems. Institute of Electrical and Electronics Engineers Inc., p. 249-251 3 p. 8534270

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

Surface roughness
Metals

Motion-compensated reconstruction for limited-angle multiphase cardiac CT

Jin, M., Zhao, C., Jia, X. & Yu, L., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Lo, J. Y. (eds.). SPIE, Vol. 10573. 1057333

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

Dosimetry
Motion estimation
Electrocardiography
Mean square error
Image quality