Feinberg School of Medicine

Research Output

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2020

A Fully-integrated Gesture and Gait Processing SoC for Rehabilitation with ADC-less Mixed-signal Feature Extraction and Deep Neural Network for Classification and Online Training

Wei, Y., Cao, Q., Gu, J., Otseidu, K. & Hargrove, L., Mar 2020, 2020 IEEE Custom Integrated Circuits Conference, CICC 2020. Institute of Electrical and Electronics Engineers Inc., 9075910. (Proceedings of the Custom Integrated Circuits Conference; vol. 2020-March).

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

Detecting age-related macular degeneration (AMD) biomarker images using MFCC and texture features

Wang, Y., Ma, X., Weddell, R., Okemgbo, A., Rein, D., Fawzi, A. A., Furst, J. & Raicu, D., Jan 1 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 1131448. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

Flow Convergence Area Estimation on In Vitro Color Flow Doppler Images Using Deep Learning

Cheimariotis, G. A., Haris, K., Lee, J., White, B. E., Katsaggelos, A. K., Thomas, J. D. & Maglaveras, N., Jan 1 2020, 15th Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019 - Proceedings of MEDICON 2019. Henriques, J., de Carvalho, P. & Neves, N. (eds.). Springer, p. 285-291 7 p. (IFMBE Proceedings; vol. 76).

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

Med2Meta: Learning representations of medical concepts with meta-embeddings

Chowdhury, S., Zhang, C., Yu, P. S. & Luo, Y., 2020, HEALTHINF 2020 - 13th International Conference on Health Informatics, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020. Cabitza, F., Fred, A. & Gamboa, H. (eds.). SciTePress, p. 369-376 8 p. (HEALTHINF 2020 - 13th International Conference on Health Informatics, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020).

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

Preliminary results from a pragmatic clinical trial of MYPEEPS mobile to improve HIV prevention behaviors in young men

Schnall, R., Kuhns, L., Pearson, C., Bruce, J., Batey, D. S., Radix, A., Belkind, U., Hidalgo, M. A., Hirshfield, S., Ganzhorn, S. & Garofalo, R., Jun 16 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. 1365-1366 2 p. (Studies in Health Technology and Informatics; vol. 270).

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

Privacy-Preserving Record Linkage to Identify Fragmented Electronic Medical Records in the All of Us Research Program

Kho, A. N., Yu, J., Bryan, M. S., Gladfelter, C., Gordon, H. S., Grannis, S., Madden, M., Mendonca, E., Mitrovic, V., Shah, R., Tachinardi, U. & Taylor, B., Jan 1 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 79-87 9 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

2019

3D-printed hyperelastic bone scaffolds accelerate bone regeneration in critical-sized calvarial bone defects

Huang, Y. H., Jakus, A. E., Jordan, S. W., Dumanian, Z., Parker, K., Zhao, L., Patel, P. K. & Shah, R. N., 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

A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation

Wang, Y. R., Wang, H., Chen, S., Katsaggelos, A. K., Martersteck, A., Higgins, J., Hill, V. B. & Parrish, T. B., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 1545-1549 5 p. 8803092. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

A Method to Quantify Multi-Degree-of-Freedom Lower Limb Isometric Joint Torques in Children with Hemiplegia

Goyal, V., Sukal-Moulton, T. & Dewald, J. P. 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. 1521-1524 4 p. 8856444. (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 myoelectric computer interface for reducing abnormal muscle activations after spinal cord injury

Rizzoglio, F., Sciandra, F., Galofaro, E., Losio, L., Quinland, E., Leoncini, C., Massone, A., Mussa-Ivaldi, F. A. & Casadio, M., Jun 2019, 2019 IEEE 16th International Conference on Rehabilitation Robotics, ICORR 2019. IEEE Computer Society, p. 1049-1054 6 p. 8779493. (IEEE International Conference on Rehabilitation Robotics; vol. 2019-June).

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

1 Scopus citations

An Ensemble-based Active Learning for Breast Cancer Classification

Lee, S., Amgad, M., Masoud, M., Subramanian, R., Gutman, D. & Cooper, L., 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. 2549-2553 5 p. 8983317. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

Assessing the concordance of clinical classification criteria for lupus between electronic health records and a physician curated registry

Walunas, T. L., Ghosh, A. S., Pacheco, J. A., Jackson, K. L., Chung, A. H., Erickson, D. L., Mancera-Cuevas, K., Ramsey-Goldman, R. & Kho, A. 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. 1466-1467 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

A Tendon Indentation Method to Quantify Velocity-Dependent Reflex Responses after Hemispheric Stroke

Afzal, T., Rymer, W. Z. & Suresh, N. L., 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. 5221-5224 4 p. 8857639. (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

Bovine ovary-derived extracellular matrix hydrogel supports in vitro growth of bovine early antral follicles

Gargus, E. S., Lee, H. C., Zhang, J. & Woodruff, T. K., 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

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M. E., Starren, J. B., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. G. & Luo, Y., 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. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks

Liu, J., Ma, G., Jiang, F., Lu, C. T., Yu, P. S. & Ragin, A. B., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1163-1168 6 p. 9005586. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

CP tensor decomposition with cannot-link intermode constraints

Henderson, J., Malin, B. A., Denny, J. C., Kho, A. N., Sun, J., Ghosh, J. & Ho, J. C., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 711-719 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Open Access
2 Scopus citations

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

Mao, C., Yao, L., Pan, Y., Luo, Y. & Zeng, Z., 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. 1209-1214 6 p. 8621107. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

Development of a training game to coordinate torques produced between arms

Cai, N. M., Mandana, A., Reddy, N. A. & Gurari, N., Jun 2019, 2019 IEEE 16th International Conference on Rehabilitation Robotics, ICORR 2019. IEEE Computer Society, p. 447-452 6 p. 8779455. (IEEE International Conference on Rehabilitation Robotics; vol. 2019-June).

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

Doppler imaging of intracellular dynamics in clinical cancer chemotherapy

Nolte, D. D., Turek, J. J., Matei, D. E. & Jalal, S., Jan 1 2019, European Conference on Biomedical Optics, ECBO_2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F142-ECBO 2019).

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

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes

Li, Y., Yao, L., Mao, C., Srivastava, A., Jiang, X. & Luo, Y., 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. 683-686 4 p. 8621574. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

2 Scopus citations

Early prediction of acute kidney injury in critical care setting using clinical notes and structured multivariate physiological measurements

Sun, M., Baron, J., Dighe, A., Szolovits, P., Wunderink, R. G., Isakova, T. & Luo, Y., 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. 368-372 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

2 Scopus citations

Effects upon postoperative atrial fibrillation prediction of varied observation time windows

Deng, Y., Yu, K., Johnson, E. M. I., Melnick, D. S., Sandhu, S. S., Etemadi, M. & Kho, A. N., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904522. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

Estimating caloric intake in bedridden hospital patients with audio and neck-worn sensors

Zhang, S., Nguyen, D., Zhang, G., Xu, R., Maglaveras, N. & Alshurafa, N., Feb 21 2019, Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018).

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

Experimentally Modifiable Parameters and Their Relation to the Tonic Vibration Reflex in Chronic Hemiparetic Stroke

Beauchamp, J. A., Patterson, J. R., Heckman, C. J. & Dewald, J. P. 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. 2302-2306 5 p. 8857014. (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

Histopathological Image Analysis on Mouse Testes for Automated Staging of Mouse Seminiferous Tubule

Xu, J., Lu, H., Li, H., Wang, X., Madabhushi, A. & Xu, Y., Jan 1 2019, Digital Pathology - 15th European Congress, ECDP 2019, Proceedings. Reyes-Aldasoro, C. C., Janowczyk, A., Veta, M., Bankhead, P. & Sirinukunwattana, K. (eds.). Springer Verlag, p. 117-124 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11435 LNCS).

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

Identifying the reproductive toxicity of biocompatible 3d-printed dental resins

Rogers, H. B., Zaniker, E., Zhou, L., Kusuhara, A., Duncan, F. E. & Woodruff, T. K., 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

Implementing a Portable Clinical NLP System with a Common Data Model - A Lisp Perspective

Luo, Y. & Szolovits, P., 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. 461-466 6 p. 8621521. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

1 Scopus citations

Incorporating intra-operative medication information for prediction of post-operative atrial fibrillation

Johnson, E. M. I., Yu, J., Deng, Y., Melnick, D. S., Sandhu, S. S., Ghamsari, F., Etemadi, M. & Kho, A. N., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904493. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

Increase in Muscle Activation during Physiotherapy with Electromyography Biofeedback for Patients with Acute Cervical Spinal Cord Injuries

Li, G., Doman, C. & Suresh, N. L., 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. 5121-5124 4 p. 8856982. (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

Inhibition of extratumoral chondroitin sulfate glycosaminoglycans stems glioma cell invasion

Logun, M., Simchick, G., Zhao, W., Mao, L., Zhao, Q., Mukherjee, S., Brat, D. J. & Karumbaiah, L., 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

In situ position-resolved x-ray diffraction of an intact Roman-era Egyptian mummy guided by computed tomography

Stock, S. R., Stock, M. K. & Almer, J. D., Jan 1 2019, Developments in X-Ray Tomography XII. Muller, B. & Wang, G. (eds.). SPIE, 1111312. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11113).

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

1 Scopus citations

Joint region and nucleus segmentation for characterization of tumor infiltrating lymphocytes in breast cancer

Amgad, M., Sarkar, A., Srinivas, C., Redman, R., Ratra, S., Bechert, C. J., Calhoun, B. C., Mrazeck, K., Kurkure, U., Cooper, L. A. D. & Barnes, M., Jan 1 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 109560M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10956).

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

Knowledge assessment: Game for assessment of symptoms of child physical abuse

Zhao, R., Shelton, C. R., Hetzel-Riggin, M. D., Lariccia, J., Louchart, G., Meanor, A. & Risser, H. J., Aug 26 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). Association for Computing Machinery, 1. (ACM International Conference Proceeding Series).

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

Mapping User Trajectories to Examine Behavior and Outcomes in Digital Health Intervention Data

Chen, A. T., Chang, J. H., Hallinan, S. & Mohr, D. C., Oct 2019, 2019 IEEE Workshop on Visual Analytics in Healthcare, VAHC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8945038. (2019 IEEE Workshop on Visual Analytics in Healthcare, VAHC 2019).

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

Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension

Xue, Y., Klabjan, D. & Luo, Y., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 245-252 8 p. 9005672. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Multi-modal methodology for adapting digital health tools to new populations: Adaptation of the video information provider (VIP) for persons living with HIV with HIV-associated non-AIDS (HANA) conditions

Liu, J., Mohr, D. C., Bakken, S., Hirshfield, S., Siegel, K., Stonbraker, S., Cho, H., Iribarren, S., Voss, J. & Schnall, R., 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. 1347-1351 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

1 Scopus citations

Neuroprosthetic device for functional training, compensation or rehabilitation of lower limbs during gait

Loreiro, M., Britez, S., Casco, S., Moreno, J. C., Pons, J. L. & Brunetti, F., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 1183-1186 4 p. 8717008. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Obstetric patients with repetitious hospital location transfers have prolonged stays

Gao, C., Kho, A. N., Osmundson, S., Malin, B. A. & Chen, Y., Jun 2019, 2019 IEEE International Conference on Healthcare Informatics, ICHI 2019. Institute of Electrical and Electronics Engineers Inc., 8904557. (2019 IEEE International Conference on Healthcare Informatics, ICHI 2019).

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

Pattern recognition and direct control home use of a multi-articulating hand prosthesis

Simon, A., Turner, K. L., Miller, L. A., Hargrove, L. J. & Kuiken, T. A., Jun 2019, 2019 IEEE 16th International Conference on Rehabilitation Robotics, ICORR 2019. IEEE Computer Society, p. 386-391 6 p. 8779539. (IEEE International Conference on Rehabilitation Robotics; vol. 2019-June).

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

2 Scopus citations

Phenotyping Multiple Organ Dysfunction Syndrome Using Temporal Trends in Critically Ill Children

Stroup, E. K., Luo, Y. & Sanchez-Pinto, L. N., 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. 968-972 5 p. 8983126. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

PlacentaNet: Automatic morphological characterization of placenta photos with deep learning

Chen, Y., Wu, C., Zhang, Z., Goldstein, J. A., Gernand, A. D. & Wang, J. Z., Jan 1 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, p. 487-495 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 proceedingConference contribution

1 Scopus citations

Poly(Ethylene glycol)-crosslinked gelatin hydrogel substrates with conjugated bioactive peptides as basement membrane mimic for endothelial cell culture

Su, J., Satchell, S. C., Wertheim, J. A. & Shah, R. N., 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

Post-stroke motor deficits are most evident at frequencies near 125 Hz in EMG multivariate probability distributions

Aggarwal, A., Wright, Z. A., Huang, F. C. & Patton, J. L., 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. 5229-5232 4 p. 8856505. (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

Properties of Motor Units of Elbow and Ankle Muscles Decomposed Using High-Density Surface EMG

Hassan, A. S., Kim, E. H., Khurram, O. U., Cummings, M., Thompson, C. K., Miller McPherson, L., Heckman, C. J., Dewald, J. P. A. & Negro, 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. 3874-3878 5 p. 8857475. (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

Radiogenomic characterization of response to chemo-radiation therapy in glioblastoma is associated with PI3K/AKT/mTOR and apoptosis signaling pathways

Beig, N., Prasanna, P., Hill, V., Verma, R., Varadan, V., Madabhushi, A. & Tiwari, P., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109501B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

Radiomics of the lesion habitat on pre-treatment MRI predicts response to chemo-radiation therapy in Glioblastoma

Verma, R., Correa, R., Hill, V., Beig, N., Mahammedi, A., Madabhushi, A. & Tiwari, P., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109500B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

Reach-to-grasp motions: Towards a dynamic classification approach for upper-limp prosthesis

Batzianoulis, I., Simon, A. M., Hargrove, L. & Billard, A., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 287-290 4 p. 8717110. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Rich text formatted EHR narratives: A hidden and ignored trove

Zeng, Z., Zhao, Y., Sun, M., Vo, A. H., Starren, J. B. & Luo, Y., 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. 472-476 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Sketch-based registration of 3D cine MRI to 4D flow MRI

Sabokrohiyeh, S., Ang, K., Elbaz, M. & Samavati, F., May 29 2019, Proceedings of 2019 the 11th International Conference on Bioinformatics and Biomedical Technology, ICBBT 2019. Association for Computing Machinery, p. 14-21 8 p. (ACM International Conference Proceeding Series).

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