School of Medicine

Research output

Research output per year 1914 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 131465 Article
• 19034 Review article
• 5912 Comment/debate
• 5710 Letter
• 15340 More
  • 5552 Chapter
  • 5043 Editorial
  • 2524 Conference contribution
  • 1226 Short survey
  • 309 Conference article
  • 288 Book
  • 242 Foreword/postscript
  • 153 Paper
  • 2 Other chapter contribution
  • 1 Meeting Abstract

Research output per year

Research output per year

Search results

• 2020

  Is network the bottleneck of distributed training?

  Zhang, Z., Chang, C., Lin, H., Wang, Y., Arora, R. & Jin, X., Aug 14 2020, NetAI 2020 - Proceedings of the 2020 Workshop on Network Meets AI and ML. Association for Computing Machinery, p. 8-13 6 p. (NetAI 2020 - Proceedings of the 2020 Workshop on Network Meets AI and ML).

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

  • Network performance 100%
  • Communication 51%
  1 Scopus citations

• Learned Proximal Networks for Quantitative Susceptibility Mapping

  Lai, K. W., Aggarwal, M., van Zijl, P., Li, X. & Sulam, J., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 125-135 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

  • Susceptibility 100%
  • Convolutional neural networks 57%
  • Neural Networks 49%
  • Dipole 48%
  • Inversion 46%

• Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision

  Li, D. Z., Ishii, M., Taylor, R. H., Hager, G. D. & Sinha, A., 2020, Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Proceedings. Syeda-Mahmood, T., Drechsler, K., Greenspan, H., Madabhushi, A., Karargyris, A., Oyarzun Laura, C., Wesarg, S., Linguraru, M. G., Shekhar, R., Erdt, M. & González Ballester, M. Á. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-63 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12445 LNCS).

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

  • Learning 100%
  • Discrepancy 21%
  • Predict 20%

• Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GAN

  Guo, P., Wang, P., Zhou, J., Patel, V. M. & Jiang, S., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 104-113 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

  Open Access

  • Mask 100%
  • Magnetic resonance imaging 82%
  • Masks 74%
  • Proton transfer 71%
  • Synthesis 70%

• Localizing the seizure onset zone from single pulse electrical stimulation responses using transfer function models

  Kamali, G., Smith, R. J., Hays, M., Coogan, C., Crone, N. E., Sarma, S. V. & Kang, J. Y., 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. 2524-2527 4 p. 9175954. (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

  • Refractory materials 100%
  • Electric Stimulation 83%
  • Transfer functions 82%
  • Seizures 70%
  • Electrodes 69%

• Method for metal artifact avoidance in C-arm cone-beam CT

  Wu, P., Sheth, N., Sisniega, A., Uneri, A., Han, R., Vijayan, R., Vagdargi, P., Kreher, B., Kunze, H., Kleinszig, G., Vogt, S., Lo, S. F., Theodore, N. & Siewerdsen, J. H., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 1131226. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • avoidance 100%
  • Cone-Beam Computed Tomography 88%
  • Artifacts 76%
  • Cones 74%
  • artifacts 73%
  3 Scopus citations

• Minimizing cotton ball retention in neurological procedures

  Bechtold, R., Garlow, B., Liu, R., Tandon, A., Szewc, A., Zhu, W., Musmanno, O., Gorelick, N., Suk, I., Huang, J., Brem, H., Manbachi, A. & Coles, G., 2020, Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020).

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

  • Cotton 100%
  • Brain 71%
  • Visibility 34%
  • Fluids 22%
  • Biomedical equipment 18%

• Minimizing cotton retention in neurosurgical procedures: Which imaging modality can help?

  Bechtold, R., Tselepidakis, N., Garlow, B., Glaister, S., Zhu, W., Liu, R., Szewc, A., Tandon, A., Buono, Z., Pitingolo, J., Madalo, C., Ferrara, I., Shale, C., Benassi, T., Belzberg, M., Gorelick, N., Hwang, B., Molina, C. A., Coles, G., Tyler, B., & 4 othersSuk, I., Huang, J., Brem, H. & Manbachi, A., 2020, Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging. Krol, A. & Gimi, B. S. (eds.). SPIE, 1131704. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11317).

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

  • Neurosurgical Procedures 100%
  • cotton 90%
  • Cotton 86%
  • Imaging techniques 57%
  • Acoustics 56%

• Model-based material decomposition with system blur modeling

  Wang, W., Tivnan, M., Gang, J., Ma, Y., Cao, Q., Lu, M., Star-Lack, J., Colbeth, R. E., Zbijewski, W. & Stayman, J. W., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 113123Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  Open Access

  • spatial resolution 100%
  • X-Rays 98%
  • decomposition 95%
  • Decomposition 91%
  • Base Material 53%
  1 Scopus citations

• MR-Guided Tissue Puncture with On-Line Imaging for High-Resolution Theranostics

  Gunderman, A. L., Schmidt, E. J., Viswanathan, A. N., Halperin, H. R., Tokuda, J., Seethamraju, R. T. & Chen, Y., Nov 18 2020, 2020 International Symposium on Medical Robotics, ISMR 2020. Institute of Electrical and Electronics Engineers Inc., p. 57-61 5 p. 9312942. (2020 International Symposium on Medical Robotics, ISMR 2020).

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

  • Theranostics 100%
  • Theranostic Nanomedicine 67%
  • High Resolution 62%
  • Imaging 56%
  • Punctures 50%

• Multi-body registration for fracture reduction in orthopaedic trauma surgery

  Han, R., Uneri, A., Wu, P., Vijayan, R., Vagdargi, P., Ketcha, M., Sheth, N., Vogt, S., Kleinszig, G., Osgood, G. M. & Siewerdsen, J. H., 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113150F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

  • orthopedics 100%
  • Registration 96%
  • Orthopedics 90%
  • surgery 83%
  • Surgery 82%
  3 Scopus citations

• Multi-energy inter-pixel coincidence counters for charge sharing correction and compensation for photon counting detectors: Assessment at a normalized spatial resolution

  Taguchi, K., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 113120C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • Photons 100%
  • Photon 81%
  • counters 74%
  • counting 73%
  • pixels 68%

• Multi-slot extended view imaging on the O-Arm: Image quality and application to intraoperative assessment of spinal morphology

  Zhang, X., Uneri, A., Wu, P., Ketcha, M. D., Doerr, S. A., Jones, C. K., Helm, P. A. & Siewerdsen, J. H., 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113152B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

  • Image Quality 100%
  • Imaging 68%
  • Visualization 67%
  • Focal Plane 67%
  • Image Reconstruction 64%
  2 Scopus citations

• Multi-slot intraoperative imaging and 3D-2D registration for evaluation of long surgical constructs in spine surgery

  Uneri, A., Zhang, X., Ketcha, M. D., Doerr, S. A., Jones, C. K., Helm, P. A. & Siewerdsen, J. H., 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113152M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

  • Registration 100%
  • spine 99%
  • Spine 99%
  • surgery 86%
  • Surgery 85%
  2 Scopus citations

• Neural networks for in situ detection of glioma infiltration using optical coherence tomography

  Juarez-Chambi, R. M., Kut, C., Chaichana, K., Quinones-Hinojosa, A., Li, X. & Jo, J., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113142U. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

  • Optical tomography 100%
  • Infiltration 85%
  • infiltration 84%
  • Optical Coherence Tomography 73%
  • Glioma 67%

• Nicotine Addiction Decreases Dynamic Connectivity Frequency in Functional Magnetic Resonance Imaging

  Vergara, V. M. & Calhoun, V. D., Mar 2020, 2020 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 34-37 4 p. 9094610. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2020-March).

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

  • Nicotine 100%
  • Magnetic Resonance Imaging 67%
  1 Scopus citations

• Non-circular CT orbit design for elimination of metal artifacts

  Gang, J., Siewerdsen, J. H. & Stayman, J. W., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 1131227. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • Orbit 100%
  • elimination 89%
  • Artifacts 88%
  • artifacts 84%
  • Orbits 80%
  3 Scopus citations

• Objective Evaluation of Motor Symptoms in Parkinson's Disease via a Dual System of LEAP Motion Controllers

  Naydanova, E., Kim, M. J., Hwang, B. Y., Mills, K. A., Anderson, W. S. & Salimpour, Y., Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. Institute of Electrical and Electronics Engineers Inc., p. 826-829 4 p. 9288066. (Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020).

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

  • Parkinson's Disease 100%
  • Symptom Assessment 75%
  • Controller 61%
  • Parkinson Disease 54%
  • Evaluation 47%

• Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis

  Mahotra, S., Wang, M., Elze, T., Boland, M. V., Pasquale, L., Majoor, J., Vermeer, K. A., Johnson, C., Nouri-Mahdavi, K., Lemij, H., Goldbaum, M. & Yousefi, S., Dec 10 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. 3775-3782 8 p. 9378395. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

  • Fiber 100%
  • Fibers 80%
  • Optics 48%
  • Outliers 40%
  • Optical tomography 32%

• Performance assessment of texture reproduction in high-resolution CT

  Shi, H., Gang, G. J., Li, J., Liapi, E., Abbey, C. & Stayman, J. W., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

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

  Open Access

  • Crystalline Texture 100%
  • Reproduction 99%
  • Tomography 99%
  • textures 85%
  • tomography 81%

• Phase-dependent Stimulation for Modulating Phase-amplitude Coupling: A Computational Modeling Approach

  Salimpour, Y., Nayak, A., Naydanova, E., Kim, M. J., Hwang, B. Y., Mills, K. A., Kudela, P. & Anderson, W. S., 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. 3590-3593 4 p. 9175966. (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

  • Nervous System Diseases 100%
  • Brain 87%
  • Neurons 32%
  • Parkinson Disease 29%
  • Theoretical Models 28%

• Pipe switch: Fast pipelined context switching for deep learning applications

  Bai, Z., Zhang, Z., Zhu, Y. & Jin, X., 2020, Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020. USENIX Association, p. 499-514 16 p. (Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020).

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

  • Graphics processing unit 100%
  • Deep learning 95%
  • Pipe 80%
  • Switches 77%
  • Data storage equipment 16%

• Pixelated columnar CSI:Tl scintillator for high resolution radiography and cone-beam CT

  Miller, S. R., Singh, B., Marshall, M. S. J., Brown, C., Sheth, N., Shi, G., Siewerdsen, J. H., Zbijewski, W. & Nagarkar, V. V., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 1131212. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • Phosphors 100%
  • Radiography 97%
  • Cone-Beam Computed Tomography 84%
  • radiography 83%
  • Cones 71%
  1 Scopus citations

• Predicting Response of Spontaneously Firing Afferents to Prosthetic Pulsatile Stimulation

  Steinhardt, C. R. & Fridman, G. Y., 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. 2929-2933 5 p. 9175282. (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

  • Neural prostheses 100%
  • Prostheses and Implants 70%
  • Prosthetics 66%
  • Gyroscopes 65%
  • Restoration 59%

• Prospective prediction and control of image properties in model-based material decomposition for spectral CT

  Wang, W., Tivnan, M., Gang, J. & Stayman, J. W., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 113121Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • Noise 100%
  • decomposition 81%
  • Decomposition 78%
  • Base Material 68%
  • predictions 58%

• Quantification of Parkinson's Disease Motor Symptoms: A Wireless Motion Sensing Approach

  Kim, M. J., Naydanova, E., Hwang, B. Y., Mills, K. A., Anderson, W. S. & Salimpour, Y., 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. 3658-3661 4 p. 9175616. (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

  • Hypokinesia 100%
  • Parkinson Disease 99%
  • Motion sensors 98%
  • Tremor 84%
  • Neurodegenerative diseases 59%

• Quantitative assessment of weight-bearing fracture biomechanics using extremity cone-beam CT

  Liu, S. Z., Cao, Q., Osgood, G. M., Siewerdsen, J. H., Stayman, J. W. & Zbijewski, W., 2020, Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging. Krol, A. & Gimi, B. S. (eds.). SPIE, 113170I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11317).

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

  Open Access

  • biodynamics 100%
  • Biomechanics 86%
  • Cone-Beam Computed Tomography 79%
  • Weight-Bearing 75%
  • Biomechanical Phenomena 68%

• Reconstructing Sinus Anatomy from Endoscopic Video – Towards a Radiation-Free Approach for Quantitative Longitudinal Assessment

  Liu, X., Stiber, M., Huang, J., Ishii, M., Hager, G. D., Taylor, R. H. & Unberath, M., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12263 LNCS).

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

  • Anatomy 100%
  • Radiation 76%
  • Structure from Motion 31%
  • 3D Reconstruction 29%
  • Longitudinal Analysis 29%

• Robot-assisted image guidance for prostate nerve-sparing surgery

  Moradi, H., Boctor, E. M. & Salcudean, S. E., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251576. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • robots 100%
  • nerves 91%
  • surgery 91%
  • surgeons 28%
  • platforms 16%

• Segmenting retinal OCT images with inter-B-scan and longitudinal information

  He, Y., Carass, A., Liu, Y., Filippatou, A., Jedynak, B. M., Solomon, S. D., Saidha, S., Calabresi, P. A. & Prince, J. L., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 2549857. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

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

  • Optical tomography 100%
  • Retinal 84%
  • Optical Coherence Tomography 73%
  • tomography 57%
  • Multiple Sclerosis 43%
  1 Scopus citations

• Sensory Feedback in Upper Limb Amputees Impacts Cortical Activity as Revealed by Multiscale Connectivity Analysis

  Bose, R., DIng, K., Seet, M., Osborn, L., Bezerianos, A., Thakor, N. & Dragomir, A., 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. 3844-3847 4 p. 9175224. (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

  • Sensory feedback 100%
  • Amputees 92%
  • Sensory Feedback 88%
  • Upper Extremity 65%
  • Brain 58%

• Slot-scan dual-energy measurement of bone mineral density on a robotic X-ray system

  Zhao, C., Luckner, C., Herbst, M., Vogt, S., Ritschl, L., Kappler, S., Siewerdsen, J. H. & Zbijewski, W., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 1131205. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

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

  • Electric power measurement 100%
  • Robotics 87%
  • robotics 84%
  • slots 73%
  • Minerals 72%
  1 Scopus citations

• SpineCloud: Image analytics for predictive modeling of spine surgery outcomes

  De Silva, T., Vedula, S. S., Perdomo-Pantoja, A., Vijayan, R., Doerr, S. A., Uneri, A., Han, R., Ketcha, M. D., Skolasky, R. L., Caffo, B., Hager, G., Witham, T., Theodore, N. & Siewerdsen, J. H., 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113151O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

  • Predictive Modeling 100%
  • spine 78%
  • Spine 78%
  • surgery 68%
  • Surgery 67%

• Spotlight-based 3D Instrument Guidance for Retinal Surgery

  Zhou, M., Wu, J., Ebrahimi, A., Patel, N., He, C., Gehlbach, P., Taylor, R. H., Knoll, A., Nasseri, M. A. & Iordachita, I., Nov 18 2020, 2020 International Symposium on Medical Robotics, ISMR 2020. Institute of Electrical and Electronics Engineers Inc., p. 69-75 7 p. 9312952. (2020 International Symposium on Medical Robotics, ISMR 2020).

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

  Open Access

  • Guidance 100%
  • Surgery 95%
  • Robot 70%
  • Projection 63%
  • Robots 55%

• Stabilized ultrasound imaging of a moving object using 2D B-mode images and convolutional neural network

  Xie, T., Shahbazi, M., Wu, Y., Taylor, R. H. & Boctor, E. M., 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 113150C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

  • Moving Objects 100%
  • Ultrasound 98%
  • Imaging 75%
  • Neural Networks 64%
  • Convolutional neural networks 62%

• Standard Plane Extraction from 3D Ultrasound with 6-DOF Deep Reinforcement Learning Agent

  Jiang, B., Xu, K., Taylor, R. H., Graham, E., Unberath, M. & Boctor, E., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251555. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • learning 100%
  • reinforcement 97%
  • degrees of freedom 74%
  • fetuses 31%
  • probes 27%

• State-space models of evoked potentials to localize the seizure onset zone

  Smith, R. J., Kamali, G., Hays, M., Coogan, C. G., Crone, N. E., Sarma, S. V. & Kang, J. Y., 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. 2528-2531 4 p. 9176697. (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

  • Space Simulation 100%
  • Bioelectric potentials 83%
  • Evoked Potentials 63%
  • Electroencephalography 62%
  • Brain 53%
  1 Scopus citations

• Task-specific assistive device (TAD): An accessible technological solution for upper limb disability

  Jayasree-Krishnan, V., Ghosh, S., Spiegler, J., Raghavan, P. & Kapila, V., 2020, Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020).

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

  • User experience 100%
  • NASA 92%

• The use of handheld marker to calibrate a field-programmable gate array based eye tracker for artificial vision system

  Caspi, A., Roy, A., Barry, M. P., Sadeghi, R., Kartha, A. & Dagnelie, G., 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. 3323-3326 4 p. 9175803. (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

  • Artificial Eye 100%
  • Computer vision 52%
  • Field programmable gate arrays (FPGA) 51%
  • Calibration 47%
  • Cameras 44%

• Time-varying Graphs: A Method to Identify Abnormal Integration and Disconnection in Functional Brain Connectivity with Application to Schizophrenia

  Falakshahi, H., Rokham, H., Fu, Z., Mathalon, D. H., Ford, J. M., Voyvodic, J., Mueller, B. A., Belger, A., McEwen, S., Potkin, S. G., Preda, A., Iraji, A., Turner, J. A., Plis, S. & Calhoun, V. D., Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. Institute of Electrical and Electronics Engineers Inc., p. 417-424 8 p. 9288042. (Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020).

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

  • Brain 100%
  • Time-varying 87%
  • Connectivity 83%
  • Schizophrenia 74%
  • Magnetic Resonance Imaging 52%

• Toward a harmonized WHO family of international classifications content model

  Tu, S. W., Nyulas, C. I., Tudorache, T., Musen, M. A., Martinuzzi, A., van Gool, C., della Mea, V., Chute, C. G., Frattura, L., Hardiker, N., Ten Napel, H., Madden, R., Almborg, A. H., Ginige, J. A., Sykes, C., Cekik, C. & Jakob, 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. 1409-1410 2 p. (Studies in Health Technology and Informatics; vol. 270).

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

  • Joints 100%
  2 Scopus citations

• Towards Bimanual Vein Cannulation: Preliminary Study of a Bimanual Robotic System with a Dual Force Constraint Controller

  He, C., Ebrahimi, A., Yang, E., Urias, M., Yang, Y., Gehlbach, P. & Iordachita, I., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. Institute of Electrical and Electronics Engineers Inc., p. 4441-4447 7 p. 9196889. (Proceedings - IEEE International Conference on Robotics and Automation).

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

  • Robotics 100%
  • Controllers 71%
  • Tissue 56%
  • Robots 31%
  • Phantoms 17%
  1 Scopus citations

• Towards scalable soft e-skin: Flexible event-based tactile-sensors using wireless sensor elements embedded in soft elastomer

  Slepyan, A. & Thakor, N., Nov 2020, 2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2020. IEEE Computer Society, p. 334-339 6 p. 9224353. (Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics; vol. 2020-November).

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

  • Elastomers 100%
  • Radio frequency identification (RFID) 87%
  • Skin 80%
  • Sensors 47%
  • Antennas 37%
  1 Scopus citations

• Tracing Network Evolution Using the Parafac2 Model

  Roald, M., Bhinge, S., Jia, C., Calhoun, V., Adali, T. & Acar, E., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1100-1104 5 p. 9053902. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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

  Open Access

  • Brain 100%
  • Tensors 79%
  • Neuroimaging 53%
  • Magnetic Resonance Imaging 45%
  • Large scale systems 34%

• Transient Spectral Peak Analysis Reveals Distinct Temporal Activation Profiles for Different Functional Brain Networks

  Miller, R. L. & Calhoun, V. D., Mar 2020, 2020 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 108-111 4 p. 9094609. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2020-March).

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

  • Chemical activation 100%
  • Brain 92%
  • Time varying networks 79%
  • Magnetic Resonance Imaging 63%
  • Independent component analysis 61%

• Ultrasound signal detection with multi-bounce laser microphone

  Wan, Q., Wang, C., Xu, K., Kang, J., Wu, Y., Trivedi, S. B., Gehlbach, P. & Boctor, E., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251499. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • signal detection 100%
  • microphones 87%
  • diaphragms 37%
  • lasers 36%
  • signal to noise ratios 27%
  1 Scopus citations

• USDL: Inexpensive medical imaging using Deep learning techniques and ultrasound technology

  Balamurugan, M., Chung, K., Kuppoor, V., Mahapatra, S., Pustavoitau, A. & Manbachi, A., 2020, Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2020 Design of Medical Devices Conference, DMD 2020).

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

  Open Access

  • Medical imaging 100%
  • Deep learning 78%
  • Ultrasonics 75%
  • Image enhancement 49%
  • Image reconstruction 45%
  2 Scopus citations

• Validation of Auscultation Technologies using Objective and Clinical Comparisons

  Graceffo, S., Husain, A., Ahmed, S., McCollum, E. D. & Elhilali, M., 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. 992-997 6 p. 9176456. (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

  • Auscultation 100%
  • Technology 49%
  • Equipment and Supplies 45%
  • Stethoscopes 37%
  • Pediatrics 20%
  1 Scopus citations

• Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography

  Liu, Y., Zuo, L., Carass, A., He, Y., Filippatou, A., Solomon, S. D., Saidha, S., Calabresi, P. A. & Prince, J. L., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 2549967. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

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

  • Deep Learning 100%
  • Angiography 94%
  • angiography 93%
  • coders 89%
  • Retinal 83%
  1 Scopus citations

• Varying Information Complexity in Functional Domain Interactions in Schizophrenia

  Batt, I., Abrol, A., Fu, Z. & Calhoun, V., Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. Institute of Electrical and Electronics Engineers Inc., p. 1042-1047 6 p. 9288059. (Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020).

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

  • Brain 100%
  • Schizophrenia 98%
  • Interaction 86%
  • Deep Learning 55%
  • Learning 54%