Johns Hopkins University

Research Output 1914 2019

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Conference contribution
2019

3D-2D image registration in virtual long-film imaging: Application to spinal deformity correction

Uneri, A., Zhang, X., Stayman, J. W., Helm, P. A., Osgood, G., Theodore, N. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 109511H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

Image registration
slots
Imaging techniques
Workflow
Bone Fractures

A Coupled Manifold Optimization Framework to Jointly Model the Functional Connectomics and Behavioral Data Spaces

D’Souza, N. S., Nebel, M. B., Wymbs, N., Mostofsky, S. H. & Venkataraman, A., Jan 1 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 605-616 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

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

Functional Magnetic Resonance Imaging
Optimization
Optimise
Distinct
Manifold Learning

A deep learning-based approach to identify in vivo catheter tips during photoacoustic-guided cardiac interventions

Allman, D., Assis, F., Chrispin, J. & Lediju Bell, M. A., Jan 1 2019, Photons Plus Ultrasound: Imaging and Sensing 2019. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 108785E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10878).

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

Photoacoustic effect
Catheters
Transducers
learning
Learning

A deformable multimodal image registration using PET/CT and TRUS for intraoperative focal prostate brachytherapy

Sultana, S., Song, D. Y. & Lee, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 109511I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

landmarks
Image registration
Brachytherapy
Prostate
Ultrasonics

Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data

Mahmood, F., Chen, R., Borders, D., McKay, G. N., Salimian, K., Baras, A. & Durr, N. J., Jan 1 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 109560N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10956).

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

Masks
Image segmentation
organs
Tumor-Infiltrating Lymphocytes
nuclei

A generative-predictive framework to capture altered brain activity in fMRI and its association with genetic risk: Application to Schizophrenia

Ghosal, S., Chen, Q., Goldman, A. L., Ulrich, W., Berman, K. F., Weinberger, D. R., Mattay, V. & Venkataraman, A., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 1094927. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

schizophrenia
brain
Brain
Schizophrenia
Magnetic Resonance Imaging

AI-based AMD Analysis: A Review of Recent Progress

Burlina, P., Joshi, N. & Bressler, N. M., Jan 1 2019, Computer Vision – ACCV 2018 Workshops - 14th Asian Conference on Computer Vision, 2018, Revised Selected Papers. Carneiro, G. & You, S. (eds.). Springer Verlag, p. 303-308 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11367 LNCS).

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

Degeneration
Progression
Review

An algorithm to obtain the QRS score based on ECG parameters detection and neural networks for confounder classification

Cabanillas, J., Tello, G., Mercado, B., Kemper, G., Zimic, M. & Gilman, R. H., Jan 1 2019, Proceedings of the 4th Brazilian Technology Symposium (BTSym’18) - Emerging Trends and Challenges in Technology. Saotome, O., Arthur, R., Vieira Estrela, V., Iano, Y. & Loschi, H. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 201-211 11 p. (Smart Innovation, Systems and Technologies; vol. 140).

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

Neural networks
Decontamination
FIR filters
Time measurement
Electrocardiography

A new atlas pre-selection approach for multi-atlas based brain segmentation

Li, H., Ye, C., Ma, J., Mori, S. & Ma, H. T., Jan 1 2019, International Conference on Biomedical and Health Informatics - ICBHI 2015. Zhang, Y-T., Carvalho, P. & Magjarevic, R. (eds.). Springer Verlag, Vol. 64. p. 153-154 2 p.

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

Brain

Apolipoproteins are a mediator of tissue-specificity in the foreign body response

Sadtler, K., Macisaac, C., Zepeda, F., Doloff, J., Langer, R. S. & Anderson, D. G., 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

Organ Specificity
Apolipoproteins
Foreign Bodies
Pathogens
Tissue

A robotic x-ray cone-beam CT system: Trajectory optimization for 3D imaging of the weight-bearing spine

Zhao, C., Herbst, M., Vogt, S., Ritschl, L., Kappler, S., Siewerdsen, J. & Zbijewski, W., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109481L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Bearings (structural)
trajectory optimization
spine
elliptical orbits
Weight-Bearing

Automatic analysis of global spinal alignment from spine CT images

Doerr, S. A., De Silva, T., Vijayan, R., Han, R., Uneri, A., Ketcha, M. D., Zhang, X., Khanna, N., Westbroek, E., Jiang, B., Zygourakis, C., Aygun, N., Theodore, N. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 1095104. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

spine
quartiles
Spine
alignment
Lordosis

Automatic applicator digitization for MRI-based cervical cancer brachytherapy planning using two surface models

Hrinivich, W. T., Morcos, M., Viswanathan, A., McNutt, T. & Lee, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 1095116. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

Applicators
Analog to digital conversion
Brachytherapy
Uterine Cervical Neoplasms
Magnetic resonance imaging

Automatic trajectory and instrument planning for robot-assisted spine surgery

Vijayan, R. C., De Silva, T. S., Han, R., Uneri, A., Doerr, S. A., Ketcha, M. D., Perdomo-Pantoja, A., Theodore, N. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 1095102. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

trajectory planning
spine
robots
surgery
Surgery

Automatic vertebrae localization in spine CT: A deep-learning approach for image guidance and surgical data science

Levine, M., De Silva, T., Ketcha, M. D., Vijayan, R., Doerr, S., Uneri, A., Vedula, S., Theodore, N. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 109510S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

vertebrae
spine
Surgery
learning
Spine

Biomimetic apoptotic erythrocyte membrane-coated microparticles for enhanced tolerance induction

Rhodes, K. R., Meyer, R. A., State, C. M. & Green, J., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Biomimetics
Erythrocyte Membrane
Antigen-Presenting Cells
Membranes
T-cells

Carboxylated branched poly(β-amino ester) nanoparticles enable robust intracellular protein delivery and crispr/cas9 gene editing

Rui, Y., Wilson, D. R., Sanders, K. & Green, J., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Nanoparticles
Esters
Genes
Proteins
Nucleic acids

Challenges of disposition decision making for pediatric trauma patients in the emergency department

Hose, B. Z., Carayon, P., Hoonakker, P., Wooldridge, A., Brazelton, T., Dean, S., Eithun, B., Kelly, M., Kohler, J., Ross, J., Rusy, D. & Gurses, A., Jan 1 2019, Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018) - Volume I: Healthcare Ergonomics. Bagnara, S., Fujita, Y., Tartaglia, R., Albolino, S. & Alexander, T. (eds.). Springer Verlag, p. 339-345 7 p. (Advances in Intelligent Systems and Computing; vol. 818).

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

Pediatrics
Decision making
Surgery

Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M., Starren, J., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. & 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

Phenotype
Electronic Health Records
Proxy
Macros
Learning systems

Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks

Qiu, Y., Lin, Q. H., Kuang, L. D., Zhao, W. D., Gong, X. F., Cong, F. & Calhoun, V. D., Jan 1 2019, Advances in Neural Networks – ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Proceedings. Tang, H., Wang, Z. & Lu, H. (eds.). Springer Verlag, p. 540-547 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11555 LNCS).

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

Functional Magnetic Resonance Imaging
Independent component analysis
Independent Component Analysis
Neural Networks
Neural networks

CNN and back-projection: Limited angle ultrasound tomography for speed of sound estimation

Anas, E. M. A., Cheng, A., Seifabadi, R., Wu, Y., Aalamifar, F., Wood, B., Rahmim, A. & Boctor, E., Jan 1 2019, Medical Imaging 2019: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 109550M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10955).

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

Acoustic wave velocity
Tomography
tomography
Ultrasonics
projection

Cognitive swarming: An approach from the theoretical neuroscience of hippocampal function

Monaco, J. D., Hwang, G. M., Schultz, K. M. & Zhang, K., Jan 1 2019, Micro- and Nanotechnology Sensors, Systems, and Applications XI. Islam, M. S. & George, T. (eds.). SPIE, 109822D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10982).

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

swarming
neurology
Neuroscience
Swarm
Communication

Communication Cost of Single-user Gesturing Tool in Laparoscopic Surgical Training

Feng, Y., Li, K., Semsar, A., McGowan, H., Mun, J., Reza Zahiri, H., George, I., Park, A., Kleinsmith, A. & Mentis, H. M., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Display devices
Communication
Costs

Compositional control of pDNA/lPEI nanoparticles using flash nanocomplexation to improve in vivo transfection efficiency and biocompatibility

Hu, Y., Liu, H. W., Minn, I., Pomper, M. G. & Mao, H. Q., 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

Polyetherimides
Biocompatibility
Nanoparticles
Transfection
Plasmids

Cone-beam CT statistical reconstruction with a model for fluence modulation and electronic readout noise

Wu, P., Sisniega Crespo, A., Stayman, J. W., Zbijewski, W., Foos, D., Wang, X., Aygun, N., Stevens, R. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 1094814. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Least-Squares Analysis
readout
Noise
Cones
cones

Conformal radiofrequency ablation to validate ultrasound thermometry

Audigier, C., Kim, Y., Ziegle, J., Friebe, M. & Boctor, E., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 1095122. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

Thermometry
Ablation
ablation
temperature measurement
Ultrasonics

Control of Chemotaxis Through Absolute Concentration Robustness

Bhattacharya, S., Biswas, D., Enciso, G. A. & Iglesias, P. A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4360-4365 6 p. 8619195. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Chemotaxis
Robustness
Pathogens
Cell
Gradient

Correlation of ultrasound tomography to MRI and pathology for the detection of prostate cancer

Seifabadi, R., Cheng, A., Malik, B., Kishimoto, S., Wiskin, J., Munasinghe, J., Negussie, A. H., Bakhutashvili, I., Krishna, M. C., Choyke, P., Pinto, P., Rahmim, A., Boctor, E., Merino, M., Lenox, M., Turkbey, B. & Wood, B. J., Jan 1 2019, Medical Imaging 2019: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 109550C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10955).

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

pathology
Pathology
Magnetic resonance imaging
Tomography
Prostatic Neoplasms

Coupled active shape models for automated segmentation and landmark localization in high-resolution CT of the foot and ankle

Brehler, M., Islam, A., Vogelsang, L., Yang, D., Sehnert, W., Shakoor, D., Demehri, S., Siewerdsen, J. & Zbijewski, W., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

landmarks
Ankle
Foot
Bone and Bones
Cone-Beam Computed Tomography

Deep learning image reconstruction method for limited-angle ultrasound tomography in prostate cancer

Cheng, A., Kim, Y., Anas, E. M. A., Rahmim, A., Boctor, E., Seifabadi, R. & Wood, B. J., Jan 1 2019, Medical Imaging 2019: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 1095516. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10955).

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

Computer-Assisted Image Processing
image reconstruction
Image reconstruction
learning
Tomography

Deep learning to detect catheter tips in vivo during photoacoustic-guided catheter interventions: Invited Presentation

Allman, D., Assis, F., Chrispin, J. & Bell, M. A. L., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692864. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Photoacoustic effect
Catheters
Visual servoing
Robotics
Neural networks

Design and simulation of a reactive power compensator using STATCOM for 'Muhuri Dam' wind power plant

Al Mamun, K. A., Rahman, M. H., Hoque, M. & Islam, N., Mar 1 2019, International Conference on Energy and Power Engineering: Power for Progress, ICEPE 2019. Institute of Electrical and Electronics Engineers Inc., 8726766. (International Conference on Energy and Power Engineering: Power for Progress, ICEPE 2019).

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

Reactive power
Wind power
Dams
Power plants
Insulated gate bipolar transistors (IGBT)

Design considerations for a miniature multicontrast neuroimager

Senarathna, J., Wang, Q., Tyler, B. M., Thakor, N. V. & Pathak, A., Jan 1 2019, Clinical and Translational Neurophotonics 2019. Madsen, S. J., Yang, V. X. D. & Thakor, N. V. (eds.). SPIE, 108640P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10864).

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

Neuroimaging
Optical Devices
Imaging systems
rodents
Optical Imaging

Design of a dendrimeric nanomedicine pl atform for the treatment of a neuro-degenerati ve disease, x-ald

GoK, O., Nemeth, C. L., Turk, B., Kambhampati, S. P., Zhang, F., Sharma, A., Kannan, S., Fatemi, A. & Rangaramanujam, 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

Nanomedicine
Medical nanotechnology
Dendrimers
Brain
Cerebral Palsy

Differentially branched ester amine quadpolymers with amphiphilic and ph sensitive properties for efficient nucleic acid delivery

Wilson, D. R., Rui, Y., Siddiq, K., Routkevitch, D. & Green, J., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Nucleic acids
Nucleic Acids
Amines
Esters
Polymers

Direct Stimulation of Bladder Pelvic Nerve using Battery-Free Neural Clip Interface

Lee, S., Wang, H., Peh, W. Y. X., Thakor, N. V., Yen, S. C. & Lee, C., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 706-709 4 p. 8716975. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

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

Rats
Experiments
Modulation
Monitoring

Effect of statistical mismatch between training and test images for CNN-based deformable registration

Ketcha, M. D., De Silva, T., Han, R., Uneri, A., Vogt, S., Kleinszig, G. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

education
Neural networks
dosage
Statistics
Uncertainty

Enabling low-cost point-of-care ultrasound imaging system using single element transducer and delta configuration actuator

Xu, K., Kim, Y., Boctor, E. & Zhang, H. K., Jan 1 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 109510W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10951).

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

Point-of-Care Systems
spine
Terminal Repeat Sequences
Transducers
needles

Engineering 3D skeletal muscle primed for neuromuscular regeneration following volumetric muscle loss

Gilbert-Honick, J., Wagner, K. R., Mao, H. Q. & Grayson, W. 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

Agrin
Muscle
Regeneration
Skeletal Muscle
Cholinergic Receptors

Evaluating cost-effectiveness of treatment options for diabetes patients using system dynamics modeling

Liu, S., Liu, G., Bishai, D. M., Xu, J. C., Xue, H. & Wang, Y., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2577-2588 12 p. 8632264. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Cost-effectiveness
Diabetes
Dynamic Modeling
Cost effectiveness
Medical problems

Extraction of co-expressed discriminative features of schizophrenia in imaging epigenetics framework

Bai, Y., Pascal, Z., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

schizophrenia
Epigenomics
magnetic resonance
Schizophrenia
methylation

FBG-Based Position Estimation of Highly Deformable Continuum Manipulators: Model-Dependent vs. Data-Driven Approaches

Sefati, S., Hegeman, R., Alambeigi, F., Iordachita, I. & Armand, M., May 8 2019, 2019 International Symposium on Medical Robotics, ISMR 2019. Institute of Electrical and Electronics Engineers Inc., 8710179. (2019 International Symposium on Medical Robotics, ISMR 2019).

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

Fiber Bragg gratings
Manipulators
Wavelength
Orthopedics
Error analysis

Figure-ground representation in deep neural networks

Hu, B., Khan, S., Niebur, E. & Tripp, B., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8693039. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Brain
Tuning
Image segmentation
Neurons
Masks

Flash nanocomplexation as a scalable production method for therapeutic pdna/lpei nanoparticles

Liu, H. W., Hu, Y., Minn, I., Pomper, M. G. & Mao, H. Q., 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

Nanoparticles
Polyethyleneimine
DNA
Plasmids
Therapeutics

Generalized prediction framework for reconstructed image properties using neural networks

Gang, J., Cheng, K., Guo, X. & Stayman, J. W., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109480L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Neural networks
Nonlinear Dynamics
predictions
Imaging techniques
Neural Networks (Computer)

Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis

Bellemo, V., Burlina, P., Yong, L., Wong, T. Y. & Ting, D. S. W., Jan 1 2019, Computer Vision – ACCV 2018 Workshops - 14th Asian Conference on Computer Vision, 2018, Revised Selected Papers. Carneiro, G. & You, S. (eds.). Springer Verlag, p. 289-302 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11367 LNCS).

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

Ophthalmology
Image analysis
Synthesis
Imaging techniques
Image Analysis

Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering

Yousefi, S., Elze, T., Pasquale, L. R. & Boland, M., Feb 4 2019, 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 proceedingConference contribution

Monitoring
Principal component analysis
Learning algorithms
Artificial intelligence
Visualization

Identifying optimal input using multilevel radiomics and nested cross-validation for predicting pulmonary function in lung cancer patients treated with radiotherapy

Lee, S. H., Han, P., Hales, R., Voong, K., McNutt, T. & Lee, J., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109501C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

pulmonary functions
Radiotherapy
lungs
Area Under Curve
radiation therapy

Image-based deformable motion compensation for interventional cone-beam CT

Sisniega Crespo, A., Capostagno, S., Zbijewski, W., Weiss, C. R., Ehtiati, T. & Siewerdsen, J., Jan 1 2019, Medical Imaging 2019: Physics of Medical Imaging. Bosmans, H., Chen, G-H. & Schmidt, T. G. (eds.). SPIE, 109481O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

Motion compensation
Compensation and Redress
Liver
Cones
cones

Improved estimation of dynamic connectivity from resting-state fMRI data

Cai, B., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

magnetic resonance
Magnetic Resonance Imaging
Independent component analysis
Time series
Brain