Friedman Brain Institute

2020

Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths

Agurto, C., Pietrowicz, M., Norel, R., Eyigoz, E. K., Stanislawski, E., Cecchi, G. & Corcoran, C., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 5575-5579 5 p. 9176841. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

14 Scopus citations

Association between number of actionable pharmacogenetic variants and length of hospital stay

Finkelstein, J., Zhang, F. & Cabrera, M., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 195-198 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Association between system usage pattern and impact of web-based telerehabilitation in patients with multiple sclerosis

Jeong, I. C., Liu, J. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 346-349 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Computational performance of heterogeneous ensemble frameworks on high-performance computing platforms

Wang, L., Timsina, P. & Pandey, G., 10 Dec 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2843-2850 8 p. 9378392. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Data integration approaches for representing stem cell studies

Parvanova, I. & Finkelstein, J., 16 Jun 2020, Digital Personalized Health and Medicine - Proceedings of MIE 2020. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, p. 1235-1236 2 p. (Studies in Health Technology and Informatics; vol. 270).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Disparities in racial and ethnic representation in stem cell clinical trials

Parvanova, I. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 358-361 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Dyskinesia Severity Estimation in Patients with Parkinson's Disease Using Wearable Sensors and A Deep LSTM Network

Hssayeni, M. D., Jimenez-Shahed, J., Burack, M. A. & Ghoraani, B., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 6001-6004 4 p. 9176847. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

Fitbit accuracy depends on activity pace and placement location

Wei, C., Robins, D. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 310-313 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

From many to one: Designing a unified flowsheet in the EMR to replace multiple disparate devices

Robins, D., Figee, M., Mayberg, H. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 407-410 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Heterogeneous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions

Wanyan, T., Kang, M., Badgeley, M. A., Johnson, K. W., De Freitas, J. K., Chaudhry, F. F., Vaid, A., Zhao, S., Miotto, R., Nadkarni, G. N., Wang, F., Rousseau, J., Azad, A., Ding, Y. & Glicksberg, B. S., 2020, Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Proceedings. Michalowski, M. & Moskovitch, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-25 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12299 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Improving biomedical analogical retrieval with embedding of structural dependencies

Paullada, A., Percha, B. & Cohen, T., 2020, BioNLP 2020 - 19th SIGBioMed Workshop on Biomedical Language Processing, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 38-48 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Introducing an ontology-driven pipeline for the identification of common data elements

Elghafari, A. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 379-382 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Scopus citations

Latent COVID-19 clusters in patients with chronic respiratory conditions

Cui, W., Cabrera, M. & Finkelstein, J., 23 Nov 2020, Integrated Citizen Centered Digital Health and Social Care: Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference. Varri, A., Delgado, J., Gallos, P., Hagglund, M., Hayrinen, K., Kinnunen, U.-M., Pape-Haugaard, L. B., Peltonen, L.-M., Saranto, K. & Scott, P. (eds.). IOS Press BV, p. 32-36 5 p. (Studies in Health Technology and Informatics; vol. 275).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

6 Scopus citations

Learning to Detect Brain Lesions from Noisy Annotations

Karimi, D., Peters, J. M., Ouaalam, A., Prabhu, S. P., Sahin, M., Krueger, D. A., Kolevzon, A., Eng, C., Warfield, S. K. & Gholipour, A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1910-1914 5 p. 9098599. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

7 Scopus citations

NeTFactor, a framework for identifying transcriptional regulators of gene expression-based biomarkers

Ahsen, M. E., Chun, Y., Grishin, A., Grishina, G., Stolovitzky, G., Pandey, G. & Bunyavanich, S., 21 Sep 2020, Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020. Association for Computing Machinery, Inc, (Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images

Varghese, B., Chen, F., Hwang, D., Palmer, S. L., De Castro Abreu, A. L., Ukimura, O., Aron, M., Aron, M., Gill, I., Duddalwar, V. & Pandey, G., 21 Sep 2020, Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020. Association for Computing Machinery, Inc, (Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

8 Scopus citations

Optimizing high-performance computing systems for biomedical workloads

Kovatch, P., Gai, L., Cho, H. M., Fluder, E. & Jiang, D., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. 9150370. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

5 Scopus citations

Relationship between exercise duration in multimodal telerehabilitation and quality of sleep in patients with multiple sclerosis

Jeong, I. C., Karpatkin, H., Stein, J. & Finkelstein, J., 16 Jun 2020, Digital Personalized Health and Medicine - Proceedings of MIE 2020. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, p. 658-662 5 p. (Studies in Health Technology and Informatics; vol. 270).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Towards a highly usable, mobile electronic platform for patient recruitment and consent management

Robins, D., Brody, R., Jeong, I. C., Parvanova, I., Liu, J. & Finkelstein, J., 16 Jun 2020, Digital Personalized Health and Medicine - Proceedings of MIE 2020. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, p. 1066-1070 5 p. (Studies in Health Technology and Informatics; vol. 270).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Towards Contactless Monitoring of Blood Pressure at Rest and during Exercise Using Infrared Imaging

Finkelstein, J. & Jeong, I. C., 28 Oct 2020, 2020 11th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2020. Paul, R. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 756-758 3 p. 9298152. (2020 11th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Towards intelligent integration and sharing of stem cell research data

Borziak, K., Qi, T., Evangelista, J. E., Clarke, D. J. B., Ma'Ayan, A. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 334-337 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Unsupervised machine learning for the discovery of latent clusters in COVID-19 patients using electronic health records

Cui, W., Robins, D. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 1-4 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

Usability of remote assessment of exercise capacity for pulmonary telerehabilitation program

Finkelstein, J., Jeong, I. C., Doerstling, M., Shen, Y., Wei, C. & Karpatkin, H., 23 Nov 2020, Integrated Citizen Centered Digital Health and Social Care: Citizens as Data Producers and Service co-Creators - Proceedings of the EFMI 2020 Special Topic Conference. Varri, A., Delgado, J., Gallos, P., Hagglund, M., Hayrinen, K., Kinnunen, U.-M., Pape-Haugaard, L. B., Peltonen, L.-M., Saranto, K. & Scott, P. (eds.). IOS Press BV, p. 72-76 5 p. (Studies in Health Technology and Informatics; vol. 275).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

12 Scopus citations

Using big data analytics to identify dentists with frequent future malpractice claims

Cui, W. & Finkelstein, J., 16 Jun 2020, Digital Personalized Health and Medicine - Proceedings of MIE 2020. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, p. 489-493 5 p. (Studies in Health Technology and Informatics; vol. 270).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Using big data to predict outcomes of opioid treatment programs

Cui, W., Bachi, K., Hurd, Y. & Finkelstein, J., 2020, THE IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC. Mantas, J., Hasman, A., Househ, M. S., Gallos, P. & Zoulias, E. (eds.). IOS Press, p. 366-369 4 p. (Studies in Health Technology and Informatics; vol. 272).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

2019

Actionable Data from Iterative Cognitive Walkthroughs: Creating the Research Roadmap Website as an Interactive Guide to Facilitate Research

Kleiner-Arje, S., Wolf, L., Robins, D., Finkelstein, J. & Wright, R., 2019, Health Informatics Vision: From Data via Information to Knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). IOS Press, p. 296-299 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Continuous parkinsonian tremor estimation using motion data

Hssayeni, M. D., Jimenez-Shahed, J., Burack, M. A. & Ghoraani, B., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969093. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Grouping Neuronal Spiking Patterns in the Subthalamic Nucleus of Parkinsonian Patients

Kaku, H., Ozturk, M., Viswanathan, A., Jimenez-Shahed, J., Sheth, S. & Ince, N. F., 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. 4221-4224 4 p. 8857418. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Implant Failure Prediction Using Discriminant Analysis

Jeong, C., Papapanou, P. N. & Finkelstein, J., 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. 3433-3437 5 p. 8856783. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Mining Electronic Dental Records to Identify Dry Socket Risk Factors

Levitin, S. A., Jeong, I. C. & Finkelstein, J., 2019, Health Informatics Vision: From Data via Information to Knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). IOS Press, p. 328-331 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Nonlinear Smoothing of Data with Random Gaps and Outliers (DRAGO) Improves Estimation of Circadian Rhythm

Parekh, A., Ayappa, I., Osorio, R. S., Selesnick, I. W., Baroni, A., Miller, M., Cavedoni, B., Sanders, H., Varga, A. W., Blessing, E. & Rapoport, D. M., Dec 2019, 2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9037837. (2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Robust non-negative tensor factorization, diffeomorphic motion correction, and functional statistics to understand fixation in fluorescence microscopy

Dey, N., Messinger, J., Smith, R. T., Curcio, C. A. & Gerig, G., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 658-666 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

Speech Markers for Clinical Assessment of Cocaine Users

Agurto, C., Norel, R., Pietrowicz, M., Parvaz, M., Kinreich, S., Bachi, K., Cecchi, G. & Goldstein, R. Z., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6391-6394 4 p. 8682691. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

5 Scopus citations

The design of a virtual reality app for mal de debarquement syndrome

Clark, B., Yakushin, S. B., Dai, M., Zink, R. & Liu, C., Mar 2019, 2019 IEEE 1st Global Conference on Life Sciences and Technologies, LifeTech 2019. Institute of Electrical and Electronics Engineers Inc., p. 110-114 5 p. 8884029. (2019 IEEE 1st Global Conference on Life Sciences and Technologies, LifeTech 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Usability Inspection of Multipurpose Scalable Informed Consent Platform

Finkelstein, J., Robins, D. & Liu, J., 2019, Health Informatics Vision: From Data via Information to Knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). IOS Press, p. 198-201 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Using Big Data to Uncover Patient Determinants of Care Utilization Compliance in a Student Dental Clinic

Boehm, A., Jeong, I. C., Finkelstein, J., Whalen, S. & Graham, R., 2019, Health Informatics Vision: From Data via Information to Knowledge. Mantas, J., Hasman, A., Gallos, P., Kolokathi, A., Househ, M. S. & Liaskos, J. (eds.). IOS Press, p. 324-327 4 p. (Studies in Health Technology and Informatics; vol. 262).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

2018

3D bio-printed model of brain tumor microenvironment with vasculatures

Lee, V. K., Zou, H., Friedel, R. & Dai, G., 2018, Food, Pharmaceutical and Bioengineering Division 2018 - Core Programming Area at the 2018 AIChE Annual Meeting. AIChE, p. 977-979 3 p. (Food, Pharmaceutical and Bioengineering Division 2018 - Core Programming Area at the 2018 AIChE Annual Meeting; vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A computational framework to simultaneously quantify DNA methylation, somatic copy number alternation and DNA heterogeneity from low coverage plasma circulating DNA sequencing

Yao, P., Cheng, L., Lu, J., Hao, K. & Zhang, Z., 12 Mar 2018, Proceedings of 2018 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018. Association for Computing Machinery, p. 7-13 7 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A dynamic pooling approach to extract complete allele signal information in somatic copy number alternations detection

Cheng, L., Yao, P., Lu, J., Hao, K. & Zhang, Z., 12 Mar 2018, Proceedings of 2018 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018. Association for Computing Machinery, p. 1-6 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A New and Improved Method for Automated Screening of Age-Related Macular Degeneration Using Ensemble Deep Neural Networks

Govindaiah, A., Smith, R. T. & Bhuiyan, A., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 702-705 4 p. 8512379. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

26 Scopus citations

Automated tracking and change detection for age-related macular degeneration progression using retinal fundus imaging

Hussain, M. A., Govindaiah, A., Souied, E., Smith, R. T. & Bhuiyan, A., 2 Jul 2018, 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 394-398 5 p. 8641078. (2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Automatic processing of electronic medical records using deep learning

Osmani, V., Li, L., Danieletto, M., Glicksberg, B., Dudley, J. & Mayora, O., 21 May 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 251-257 7 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Deep convolutional neural network based screening and assessment of age-related macular degeneration from fundus images

Govindaiah, A., Hussain, M. A., Smith, R. T. & Bhuiyan, A., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1525-1528 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

29 Scopus citations

Direct 4D Patlak 18F-FDG PET/MR for the Multi-Parametric Assessment of active cardiac sarcoidosis

Karakatsanis, N. A., Trivieri, M. G., Abgral, R., Dweck, M. R., Robson, P. M., Mani, V., Padilla, M. M., Miller, M., Lala, A., Sanz, J., Contreras, J., Narula, J., Fuster, V., Kovacic, J. C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532794. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering

Yousefi, S., Elze, T., Pasquale, L. R. & Boland, M., 28 Jun 2018, 2018 International Conference on Image and Vision Computing New Zealand, IVCNZ 2018. IEEE Computer Society, 8634733. (International Conference Image and Vision Computing New Zealand; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Multimodal MRI Segmentation of Brain Tissue and T2-Hyperintense White Matter Lesions in Multiple Sclerosis using Deep Convolutional Neural Networks and a Large Multi-center Image Database

Narayana, P. A., Coronado, I., Robinson, M., Sujit, S. J., Datta, S., Sun, X., Lublin, F. D., Wolinsky, J. S. & Gabr, R. E., 2 Jul 2018, 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings. Eldeib, A., Basha, T. & Yassine, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 8641800. (2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

New clinical opportunities for retinal vascular imaging: Adaptive optics to OCT angiography

Rosen, R., Chui, T., Weitz, R., Dubra, A., Carroll, J., Garcia, P., Pinhas, A., Scripsema, N., Mo, S., Agemy, S. & Krawitz, B., 2018, 2nd Canterbury Conference on OCT with Emphasis on Broadband Optical Sources. Podoleanu, A. & Bang, O. (eds.). SPIE, 1059102. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10591).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

PET-driven respiratory phase tracking and self-gating of PET data: Clinical demonstration of enhanced lesion detectability in cardiovascular PET/MRI

Karakatsanis, N. A., Robson, P. M., Dweck, M. R., Trivieri, M. G., Calcagno, C., Mani, V., Faul, D. D., Tsoumpas, C. & Fayad, Z. A., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532939. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Potential effect of suboptimal racial and ethnic categorization on benefits of precision medicine

Zhang, F. & Finkelstein, J., Nov 2018, 2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018. Chakrabarti, S. & Saha, H. N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 773-778 6 p. 8796539. (2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

SUV/Patlak-4D whole-body PET/CT dynamic and parametric imaging: Clinical demonstration and validation of SUV synthesis from dynamic passes

Karakatsanis, N. A., Casey, M. E., Knesaurek, K., Fayad, Z. A. & Kostakoglu, L., 12 Nov 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532712. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

15 Scopus citations

Friedman Brain Institute

Research output

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