Mayo Clinic

Research Output 1961 2020

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

A Microfluidic System Combining Valve Automation and Spheroid Cultures to Characterize Hepatic Glucose Metabolism during Hormonal Stimulation

Cedillo-Alcantar, DI. F., Stybayeva, G., De Hoyos-Vega, J. M., Duk Han, Y., Choi, J., Garcia-Cordero, J. L. & Revzin, A., Jun 1 2019, 2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems and Eurosensors XXXIII, TRANSDUCERS 2019 and EUROSENSORS XXXIII. Institute of Electrical and Electronics Engineers Inc., p. 488-491 4 p. 8808554. (2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems and Eurosensors XXXIII, TRANSDUCERS 2019 and EUROSENSORS XXXIII).

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

insulin
hormones
Insulin
spheroids
Microfluidics

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

Augmenting endoscopic instruments with 3D surface imaging

Yi, S., Meng, F., Mui, P., Xiong, F., Leighton, J. A. & Ramirez, F. C., Jan 1 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVII. Mahadevan-Jansen, A. & Grundfest, W. S. (eds.). SPIE, 108681J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10868).

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

endoscopes
Endoscopy
Endoscopes
Imaging techniques
bundles

A Unique Transmission Line Model Which is Defined by Loss Parameters

Degerstrom, M. J., Smutzer, C. M., White, C. K., Haider, C. R. & Gilbert, B. K., Jul 2019, 2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 310-315 6 p. 8825252. (2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019).

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

Electric lines

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

Capsule endoscopy with 720-degree imaging and VR

Yi, S., Meng, F., Xiong, F., Bharati, S., Leighton, J. A. & Pasha, S. F., Jan 1 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVII. Mahadevan-Jansen, A. & Grundfest, W. S. (eds.). SPIE, 108681K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10868).

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

Capsule Endoscopy
virtual reality
Endoscopy
Gastrointestinal Diseases
capsules
3 Citations (Scopus)

Convolutional Neural Networks for Epileptic Seizure Prediction

Eberlein, M., Hildebrand, R., Tetzlaff, R., Hoffmann, N., Kuhlmann, L., Brinkmann, B. & Müller, J., 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. 2577-2582 6 p. 8621225. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Epilepsy
Seizures
Neural networks
Electroencephalography
Nervous System Diseases

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., 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

Design and pilot testing of an English and Spanish behavioral health patient survey on data privacy

Aliste, M. P., Grando, A., Murcko, A., Soni, H., Todd, M., Mukundan, M., Saks, M., Horrow, C., Sharp, R. R., Dye, C., Chern, D., Whitfield, M. J. & Callesen, M., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1891-1892 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Data privacy
Privacy
Health Surveys
Hispanic Americans
Health

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

Developing customizable cancer information extraction modules for pathology reports using clamp

Soysal, E., Warner, J. L., Wang, J., Jiang, M., Harvey, K., Jain, S. K., Dong, X., Song, H. Y., Siddhanamatha, H., Wang, L., Dai, Q., Chen, Q., Du, X., Tao, C., Yang, P., Denny, J. C., Liu, H. D. & Xu, H., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1041-1045 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Information Storage and Retrieval
Clamping devices
Pathology
Natural Language Processing
Processing

Evaluating the impact of data representation on EHR-based analytic tasks

Oh, W., Steinbach, M. S., Castro, M. R., Peterson, K. A., Kumar, V., Caraballo, P. & Simona, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 288-292 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Trajectories
Data Mining
Knowledge representation
Medical problems
Data mining

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

Impact of the performance gap between interactive alerts and quality metrics

Bunkers, K., Cronk, D., Core, M., Blair, D., Parkulo, M. & Caraballo, P., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1646-1647 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Primary Prevention
Compliance

Integrating word embedding neural networks with pubmed abstracts to extract keyword proximity of chronic diseases

Tafti, A. P., Wang, Y., Shen, F., Sagheb, E., Kingsbury, P. & Liu, H., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834626. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

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

PubMed
Terminology
Chronic Disease
Neural networks
Social Media
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

Multi-shell diffusion MRI measures of brain aging: A preliminary comparison from ADNI3

Nir, T. M., Thomopoulos, S. I., Villalon-Reina, J. E., Zavaliangos-Petropulu, A., Dennis, E. L., Reid, R. I., Bernstein, M. A., Borowski, B., Jack, C. R., Weiner, M. W., Jahanshad, N. & Thompson, P. M., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 173-177 5 p. 8759486. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Neurodegenerative diseases
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
Diffusion tensor imaging
Neurodegenerative Diseases

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

Perceptions and preferences about granular data sharing and privacy of behavioral health patients

Soni, H., Aliste, M. P., Murcko, A., Todd, M., Mukundan, M., Saks, M., Horrow, C., Sharp, R. R., Dye, C., Chern, D., Whitfield, M. J., Callesen, M. & Grando, A., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1361-1365 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Information Dissemination
Privacy
Health
Health Services Research
Hispanic Americans

Porous chitosan-chondroitin sulfate scaffolds to mimic the prostate cancer microenvironment

Xu, K., Ganapathy, K., Wang, Z., Copland, J. A. III., Chakrabarti, R. & Florczyk, S. J., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Tumor Microenvironment
Chondroitin Sulfates
Chitosan
Scaffolds
Prostatic Neoplasms

Power Delivery Network Pre-Layout Design Planning and Analysis through Automated Scripting

Smutzer, C. M., White, C. K., Haider, C. R. & Gilbert, B. K., Jun 1 2019, 2019 IEEE 23rd Workshop on Signal and Power Integrity, SPI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8781657. (2019 IEEE 23rd Workshop on Signal and Power Integrity, SPI 2019 - Proceedings).

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

layouts
planning
delivery
Planning
printed circuits

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

Relationship between very cold outside weather and surgical outcome: Integrating shallow and deep artificial neural nets

Tafti, A. P., Dong, Y., Habermann, E. B., Liu, H. D. & Herasevich, V. D., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1783-1784 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Weather
Orthopedics
Surgery
Length of Stay
Neural networks

Segmenting new image acquisitions without labels

Kline, T. L., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 330-333 4 p. 8759175. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Image Enhancement
Polycystic Kidney Diseases
Image enhancement
Image acquisition
Automation

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

Stratified mortality prediction of patients with acute kidney injury in critical care

Xu, Z., Luo, Y., Adekkanattu, P., Ancker, J. S., Jiang, G. D., Kiefer, R. C., Pacheco, J. A., Rasmussen, L. V., Pathak, J. & Wang, F., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 462-466 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Critical Care
Acute Kidney Injury
Mortality
Learning systems
Critical Illness
1 Citation (Scopus)

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

The value of aggregated high-resolution intraoperative data for predicting post-surgical infectious complications at two independent sites

Tourani, R., Murphree, D. H., Melton-Meaux, G., Wick, E., Kor, D. J. & Simon, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 398-402 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Artifacts
Health Services
Physiology
Health

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 pilot study characterising interruptions experienced by emergency medicine residents

Forsyth, K. L., Hawthorne, H. J., El-Shcrif, N., Pagel, S. M. & Blocker, R. C., Jan 1 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 474-477 4 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 1).

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

Medicine
medicine
resident
graduate
workflow

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