Rochester, MN

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2018

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

3 Scopus citations

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

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

Deformable registration of radiation isodose lines to delayed contrast-enhanced magnetic resonance images for assessment of myocardial lesion formation following proton beam therapy

Rettmann, M. E., Suzuki, A., Deisher, A. J., Wang, S., Hohmann, S., Konishi, H., Lehmann, H. I., Kruse, J. J., Cusma, J. T., Newman, L. K., Parker, K. D., Herman, M. G. & Packer, D. L., Jan 1 2018, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Webster, R. J. (eds.). SPIE, 105760G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10576).

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

2 Scopus citations

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

2 Scopus citations

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

4 Scopus citations

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

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

Akkus, Z., Kostandy, P. M., Philbrick, K. A. & Erickson, B. J., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 1057420. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10574).

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

6 Scopus citations

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

2 Scopus citations

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

Kremen, V., Brinkmann, B., 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

1 Scopus citations

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

8 Scopus citations

Medical image synthesis for data augmentation and anonymization using generative adversarial networks

Shin, H. C., Tenenholtz, N. A., Rogers, J. K., Schwarz, C., Senjem, M. L., Gunter, J. L., Andriole, K. P. & Michalski, M., Jan 1 2018, Simulation and Synthesis in Medical Imaging - Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Goksel, O., Oguz, I., Gooya, A. & Burgos, N. (eds.). Springer Verlag, p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11037 LNCS).

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

59 Scopus citations

Methodology for co-creating provider-centered interventions for mitigating interruptions in the emergency department

Blocker, R. C., Forsyth, K. L. & Hawthorne, H. J., Jan 1 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 485-488 4 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 1).

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

Mini breaks, many benefits: Development and pilot testing of an intraoperative microbreak stretch web-application for surgeons

Abdelall, E. S., Lowndes, B. R., Abdelrahman, A. M., Hawthome, H. J. & Hallbeck, M. S., Jan 1 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 1042-1046 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2).

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

1 Scopus citations

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

1 Scopus citations

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

Perceived workload and an automated workload alert system: A comparison in the emergency department

Forsyth, K. L., Hawthorne, H. J., Cammon, W. D., Linden, A. R. & Blocker, R. C., Jan 1 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 573-577 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 1).

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

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge

Sharma, H., Mao, C., Zhang, Y., Vatani, H., Yao, L., Zhong, Y., Rasmussen, L., Jiang, G., Pathak, J. D. & Luo, Y., Jul 16 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018. Institute of Electrical and Electronics Engineers Inc., p. 86-87 2 p. 8411818. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics Workshops, ICHI-W 2018).

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

Portable vibro-acoustic testing system for in situ microstructure characterization and metrology

Smith, J. A., Nichol, C. I., Zuck, L. D. & Fatemi, M., Apr 20 2018, 44th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 37. American Institute of Physics Inc., Vol. 1949. 110008

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

Predicting time to first treatment in chronic lymphocytic leukemia using machine learning survival and classification methods

Chen, D., Goyal, G., Go, R., Parikh, S. A. & Ngufor, C., Jul 24 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 407-408 2 p. 8419409

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

3 Scopus citations

Quantitative assessment of cardiac motion using multiphase computed tomography imaging with application to cardiac ablation therapy

Hasnain, A. C., Suzuki, A., Wang, S., Konishi, H., Hohmann, S., Newman, L. K., Parker, K. D., Deisher, A. J., Packer, D. L. & Rettmann, M. E., Jan 1 2018, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Webster, R. J. (eds.). SPIE, 105762F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10576).

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

Ranking diffusion tensor measures of brain aging and Alzheimer's disease

Zavaliangos-Petropulu, A., Nir, T. M., Thomopoulos, S. I., Jahanshad, N., Reid, R. I., Bernstein, M. A., Borowski, B., Jack, C. R. J., Weiner, M. W. & Thompson, P. M., Jan 1 2018, 14th International Symposium on Medical Information Processing and Analysis. Lepore, N., Romero, E. & Brieva, J. (eds.). SPIE, Vol. 10975. 109750O

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

1 Scopus citations

Recent developments in spectral-based ultrasonic tissue characterization

Coila, A., Torres, G., Rouyer, J., Aristizabal, S., Urban, M. W. & Lavarello, R., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 1018-1021 4 p.

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

2 Scopus citations

Shear Wave Velocity and Attenuation in 85 Post-Transplant Liver Patients with Acute Cellular Rejection and Comparison with Biopsy Findings

Nenadic, L. Z., Vasconcelos, L., Pereira, R., Urban, M. W., Sanchez, W., Greenleaf, J. F. & Chen, S., Dec 17 2018, 2018 IEEE International Ultrasonics Symposium, IUS 2018. IEEE Computer Society, Vol. 2018-October. 8579644

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

Simulating low-dose cone-beam CT: A phantom study

Ferrero, A., Fetterly, K., Yu, L. & Schueler, B. A., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 1057347

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

1 Scopus citations

Simulating triage of patients into an internal medicine department to validate the use of an optimization-based workload score

Agor, J., McKenzie, K., Mayorga, M. E., Ozaltin, O., Parikh, R. S. & Huddleston, J., Jan 4 2018, 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. Part F134102. p. 2881-2892 12 p.

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

2 Scopus citations

Surgeons' perspectives on user-designed prototypes of microsurgery armrests

Abdelrahman, A. M., Lowndes, B. R., Mohan, A. T., Noland, S., Finnie, D. M., Lemaine, V. & Hallbeck, M. S., 2018, 62nd Human Factors and Ergonomics Society Annual Meeting, HFES 2018. Human Factors and Ergonomics Society Inc., p. 1047-1051 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2).

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

Open Access

Technical note: On cardiac ablation lesion visualization for image-guided therapy monitoring

Linte, C. A., Camp, J. J., Rettmann, M. E., Haemmerich, D., Aktas, M. K., Huang, D. T., Packer, D. L. & Holmes III, D. R., Jan 1 2018, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, Vol. 10576. 105760N

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

Terminology enabled spatio-temporal analysis and visualization for preterm birth data in the US

Wang, K. & Yao, L., 2018, HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. Zwiggelaar, R., Gamboa, H., Fred, A. & Bermudez i Badia, S. (eds.). SciTePress, p. 510-518 9 p. (HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018; vol. 5).

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

Open Access

Three-material decomposition in multi-energy CT: Impact of prior information on noise and bias

Ren, L., McCollough, C. H. & Yu, L., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 105731G

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

3 Scopus citations

Ultra-high resolution photon-counting detector CT reconstruction using spectral prior image constrained compressed-sensing (UHR-SPICCS)

Rajendran, K., Tao, S., Abdurakhimova, D., Leng, S. & McCollough, C. H., Jan 1 2018, Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573. 1057318

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

2 Scopus citations
2019

1D Convolutional Neural Networks for Estimation of Compensatory Reserve from Blood Pressure Waveforms

Techentin, R. W., Felton, C. L., Schlotman, T. E., Gilbert, B. K., Joyner, M. J., Curry, T. B., Convertino, V. A., Holmes, D. R. & Haider, C. R., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2169-2173 5 p. 8857116. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

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

1 Scopus citations

A Joint Model for Predicting Structural and Functional Brain Health in Elderly Individuals

Varatharajah, Y., Saboo, K., Iyer, R., Przybelski, S., Schwarz, C., Petersen, R., Jack, C. & Vemuri, P., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1657-1664 8 p. 8983291. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

1 Scopus citations

A Method for Multi-day Tracking of Gastrointestinal Smooth Muscle Contractile Patterns in Organotypic Culture

Du, P., Mazzone, A., Calder, S., Qian, A., Gibbons, S. J., Farrugia, G. & Beyder, A., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4791-4794 4 p. 8857365. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

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

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

1 Scopus citations

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

A Parameterized and Minimal Resource Soft Processor for Programmable Logic

Felton, C. L., Gilbert, B. K. & Haider, C. R., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1601-1605 5 p. 9048878. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

Artificial intelligence to organize patient portal messages: A journey from an ensemble deep learning text classification to rule-based named entity recognition

Tafti, A. P., Fu, S., Khurana, A., Mastorakos, G. M., Poole, K. G., Traub, S. J., Yiannias, J. A. & Liu, H., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1380-1387 8 p. 8982942. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

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

Augmenting medical device evaluation using a reusable unique device identifier interoperability solution based on the OHDSI common data model

Jiang, G., Yu, Y., Kingsbury, P. R. & Shah, N., 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. 1502-1503 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

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

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

Breast cancer classification using deep transfer learning on structured healthcare data

Farhadi, A., Chen, D., McCoy, R., Scott, C., Miller, J. A., Vachon, C. M. & Ngufor, C., Oct 2019, Proceedings - 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019. Singh, L., De Veaux, R., Karypis, G., Bonchi, F. & Hill, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 277-286 10 p. 8964176. (Proceedings - 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019).

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

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

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

4 Scopus citations

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

Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records

Fouladvand, S., Mielke, M. M., Vassilaki, M., St Sauver, J., Petersen, R. C. & Sohn, S., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 799-806 8 p. 8982955. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

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