Johns Hopkins University

Research output

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

• 170300 Article
• 23473 Review article
• 7894 Comment/debate
• 7141 Letter
• 19557 More
  • 6767 Chapter
  • 6399 Editorial
  • 3416 Conference contribution
  • 1599 Short survey
  • 500 Conference article
  • 363 Book
  • 296 Foreword/postscript
  • 214 Paper
  • 2 Other chapter contribution
  • 1 Meeting Abstract

Research output per year

Research output per year

Search results

• 2024

  3D conditional GAN with transfer learning for pediatric MR to CT image synthesis combining adult and pediatric patient data

  Park, S., Acharya, S., Ladra, M. & Lee, J., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129282H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Pediatrics 100%
  • Pediatrics Patient 100%
  • Patient-Data 100%
  • Transfer of Learning 100%
  • Patient Coding 100%

• A CT system-free Approach for Brain CT Perfusion Assessment: Temporal Perfusion Index Estimation

  Subramanian, S., Segars, W. P., Lee, T. Y., Faria, A., Lee, D., Unberath, M. & Taguchi, K., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129250S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Angiography 100%
  • Perfusion 100%
  • Interventional Procedure 100%
  • Brain Ischemia 66%
  • Brain Perfusion 66%

• AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation

  Paranjape, J. N., Nair, N. G., Sikder, S., Vedula, S. S. & Patel, V. M., 2024, Medical Image Understanding and Analysis - 28th Annual Conference, MIUA 2024, Proceedings. Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 187-201 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14860 LNCS).

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

  • Medical Imaging 100%
  • Scene Analysis 100%
  • Segmentation Technique 100%
  • Artificial Intelligence 100%
  • Fundamental Problem 100%

• A Data-Driven Model with Hysteresis Compensation for I²RIS Robot

  Esfandiari, M., Zhou, Y., Dehghani, S., Hadi, M., Munawar, A., Phalen, H., Usevitch, D. E., Gehlbach, P. & Iordachita, I., 2024, 2024 International Symposium on Medical Robotics, ISMR 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Symposium on Medical Robotics, ISMR 2024).

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

  • Robot 100%
  • Hysteresis Compensation 100%
  • Wire-driven 25%
  • Mixture Gaussian 25%
  • Experimental Result 20%

• A framework for explainable deep learning for aiding clinical applications of quantitative phase imaging

  Arora, S., Tandon, A., Ray, S., Rajaram, N. & Barman, I., 2024, Quantitative Phase Imaging X. Liu, Y. & Park, Y. (eds.). SPIE, 128520H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12852).

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

  • Clinical Application 100%
  • Explainable Deep Learning 100%
  • Quantitative Phase Imaging 100%
  • Morphology 100%
  • Radiosensitivity 100%

• An Approach for 3D Microprinting Soft Robotic Surgical Tools at 1.5 French Length Scales for Endovascular Interventions

  Felix, B. M., Young, O. M., Andreou, J. T., Portwood, N., Barvenik, K. J., Barnes, N., Weiss, C., Bailey, C. R., Gandhi, D., Janowski, M., Brown, J. D., Tubaldi, E., Fuge, M., Krieger, A. & Sochol, R. D., 2024, 2024 IEEE 7th International Conference on Soft Robotics, RoboSoft 2024. Institute of Electrical and Electronics Engineers Inc., p. 386-391 6 p. (2024 IEEE 7th International Conference on Soft Robotics, RoboSoft 2024).

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

  • Biopsy 100%
  • Diagnosis 100%
  • Therapeutic Agent 100%
  • Transcatheter Arterial Chemoembolization 100%
  • Brain Artery Aneurysm 100%

• An evaluation of large pre-trained models for gesture recognition using synthetic videos

  Reddy, A., Shah, K., Rivera, C., Paul, W., De Melo, C. M. & Chellappa, R., 2024, Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications II. Manser, K. E., Howell, C. L., Rao, R. M. & De Melo, C. (eds.). SPIE, 130350F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13035).

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

  • Large-scale Pre-trained Model 100%
  • Free Classification 33%
  • Synthetic Training 33%
  • Real Tests 33%
  • video encoder 33%

• BIOMIMETIC MAPPINGS FOR ACTIVE SONAR OBJECT RECOGNITION IN CLUTTER

  Park, S., Salles, A., Allen, K., Moss, C. & Elhilali, M., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6265-6269 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Object Recognition 100%
  • Biomimetic 100%
  • Sonar 100%
  • Active Sonar 100%
  • Midbrain 50%

• ClimbAR: Collaborative Augmented Reality for Climbing Applications

  Cast, J. D., Martin-Gomez, A. & Unberath, M., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024. Institute of Electrical and Electronics Engineers Inc., p. 795-796 2 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024).

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

  • Open Source 100%
  • Augmented Reality 100%
  • augmented reality application 100%
  • HoloLens 2 100%

• Co-Designing Emotion: Supporting Positive Affect in a Culturally Sensitive Application for African-American Heart Health

  Chandra, S., Thompson, V., Vargas Meléndez, G. B., Purnell, T. S. & Martin-Hammond, A., May 11 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 77. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Sensitive Application 100%
  • Positive Affect 100%
  • User Emotion 33%
  • Culturally Sensitive Design 33%

• ComPRePS: An Automated Cloud-based Image Analysis tool to democratize AI in Digital Pathology

  Mimar, S., Paul, A. S., Lucarelli, N., Border, S., Naglah, A., Barisoni, L., Hodgin, J., Rosenberg, A. Z., Clapp, W. & Sarder, P., 2024, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 129330Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

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

  Open Access

  • Image Analysis 100%
  • Digital Pathology 100%
  • Disease 33%
  • Diagnosis 33%
  • Personalized Medicine 33%

• Correlation of glomerular histomorphometry changes with spatially resolved transcriptomic profiles in diabetic nephropathy

  Naglah, A., Mimar, S., Paul, A., Ferreira, R. M., Rosenberg, A. Z., Han, S. S., Ray, J., Eadon, M. T. & Sarder, P., 2024, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 129331G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

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

  • Morphometrics 100%
  • Transcriptomics 100%
  • Diabetic Nephropathy 100%
  • Disease 28%
  • Biological Marker 28%

• Deep and shallow data science for multi-scale optical neuroscience

  Mishne, G. & Charles, A., 2024, Neural Imaging and Sensing 2024. Luo, Q., Ding, J. & Fu, L. (eds.). SPIE, 1282802. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12828).

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

  Open Access

  • Neuroscience 100%
  • Synaptic 100%
  • Data Quality 100%
  • Neuroimaging 100%
  • Algorithm Design 100%

• Deep Learning-Based Segmentation of Hydrocephalus Brain Ventricle from Ultrasound

  Wang, Y., Liu, Y., Wei, S., Xue, Y., Zuo, L., Remedios, S. W., Bian, Z., Meggyesy, M., Ahn, J., Lee, R. P., Luciano, M. G., Prince, J. L. & Carass, A., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292639. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  • Hydrocephalus 100%
  • Cerebral Ventricle 100%
  • Magnetism 100%
  • Computer Assisted Tomography 100%
  • Computed Tomography 66%

• Deep Learning-based Single-shot Fringe Projection Profilometry

  Zuo, R., Wei, S., Wang, Y., Kam, M., Opfermann, J. D., Hsieh, M. H., Krieger, A. & Kang, J. U., 2024, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XXII. Boudoux, C. & Tunnell, J. W. (eds.). SPIE, 1283106. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12831).

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

  • Point Cloud 100%
  • Deep Learning 100%
  • Frame Rate 50%
  • Systems Performance 25%
  • Relative Error 25%

• Deep learning prediction of radiation-induced xerostomia with supervised contrastive pre-training and cluster-guided loss

  Wan, B., McNutt, T., Ger, R., Quon, H. & Lee, J., 2024, Medical Imaging 2024: Computer-Aided Diagnosis. Chen, W. & Astley, S. M. (eds.). SPIE, 1292718. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12927).

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

  • Euclidean Distance 100%
  • Cancer Patient 100%
  • Data Augmentation 100%
  • Generalizability 100%
  • Prediction Model 100%

• Deformable Cross-Attention Transformer for Medical Image Registration

  Chen, J., Liu, Y., He, Y. & Du, Y., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-125 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14348 LNCS).

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

  • Computational Complexity 100%
  • Attention (Machine Learning) 100%
  • Cross-attention 100%
  • Search Window 66%
  • Source Codes 50%

• Design Optimization of A Triple-Layer Flat-Panel Detector for Three-Material Decomposition

  Jiang, X., Tivnan, M., Zhang, X., Stayman, J. W. & Gang, J., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129250U. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Gadolinium 100%
  • Phosphor 66%
  • Radiographic Testing 66%
  • Interstitial Copper 50%
  • Source Voltage 50%

• Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration

  Suin, M., Nair, N. G., Pong Lau, C., Patel, V. M. & Chellappa, R., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 6331-6340 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  • Adaptive Diffusion 100%
  • Blind Face Restoration 100%
  • Identity Preserving 100%
  • Generative Work 50%
  • Conditioned Diffusion 25%

• Diffusion Posterior Sampling for Nonlinear CT Reconstruction

  Li, S., Tivnan, M. & Stayman, J. W., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 1292519. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Score Function 100%
  • score function ψ 100%
  • Image Reconstruction 66%
  • Diffusion Model 66%
  • Approximation (Algorithm) 33%

• Displacement Tracking Reliability in Muscle Shear Strain Quantification

  Ashikuzzaman, M., Huang, J., Bonwit, S., Etemadimanesh, A., Raghavan, P. & Lediju Bell, M. A., 2024, Medical Imaging 2024: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 129320D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12932).

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

  • Tracking Method 100%
  • Myofascial Pain 100%
  • Shear Strain 100%
  • In Silico 66%
  • Robot 50%

• Embedding Task Structure for Action Detection

  Peven, M. & Hager, G. D., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 6590-6599 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  • Action Recognition 100%
  • Implicit Structure 33%

• End-to-end 3D neuroendoscopic video reconstruction for robot-assisted ventriculostomy

  Vagdargi, P., Uneri, A., Liu, S., Jones, C. K., Sisniega, A., Lee, J., Helm, P. A., Anderson, W. S., Luciano, M., Hager, G. D. & Siewerdsen, J. H., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129280M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Density Threshold 100%
  • Dual-branch Network 75%

• End-to-end Deep Learning Restoration of GLCM Features from blurred and noisy images

  Yuan, Y., Stayman, J. W. & Gang, G. J., 2024, Medical Imaging 2024: Computer-Aided Diagnosis. Chen, W. & Astley, S. M. (eds.). SPIE, 129271C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12927).

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

  • Ground Truth 100%
  • Noisy Image 100%
  • Deep Learning 100%
  • Blurred Image 100%
  • Medical Image 20%

• Enhancing Stress Understanding Through Team Reflection: Technology-Driven Insights in High-Stress Training Scenarios

  Akiri, S., Misal, V., Taherzadeh, S., Jenkins, J. L., Williams, G., Mentis, H. & Kleinsmith, A., Jun 25 2024, CHIWORK 2024 - Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work. Association for Computing Machinery, 11. (ACM International Conference Proceeding Series).

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

  • Reflection Technology 100%
  • Stress Wave Reflection 100%
  • Team Reflection 100%
  • Students 100%
  • Stress Management 100%

• Evaluating the Feasibility of Using Augmented Reality for Tooth Preparation

  Kihara, T., Keller, A., Ogawa, T., Armand, M. & Martin-Gomez, A., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024. Institute of Electrical and Electronics Engineers Inc., p. 689-690 2 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024).

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

  • Smear Layer 100%
  • Tooth Preparation 100%
  • Prosthetic Dentistry 66%
  • Dentist 33%
  • Dentistry 33%

• Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites

  The BIOCARD Study Team, 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129261X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  Open Access

  • Matrix (Mathematics) 100%
  • Mean Shift 100%
  • Facilitated Diffusion 100%
  • Diffusion MRI 100%
  • Site Effect 100%

• Evidential Uncertainty Quantification: A Variance-Based Perspective

  Duan, R., Caffo, B., Bai, H. X., Sair, H. I. & Jones, C., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 2121-2130 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  Open Access

  • Uncertainty Quantification 100%
  • Evidential Uncertainty 100%
  • Variance Decomposition 100%
  • Neural Network 100%
  • Tasks 33%

• Exploring the Impact of Nanostructured Substrates on Rat Cortical Astrocyte Morphology with Quantitative Phase Imaging

  Anantha, P., Convertino, A., Saracino, E., Kim, J. H., Gu, L. & Barman, I., 2024, Biomedical Spectroscopy, Microscopy, and Imaging III. Popp, J. & Gergely, C. (eds.). SPIE, 1300617. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13006).

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

  • Cortical Astrocytes 100%
  • Astrocytes 100%
  • Astrocyte Morphology 100%
  • Nanostructured Substrates 100%
  • Quantitative Phase Imaging 100%

• Eye tracking for tele-robotic surgery: A comparative evaluation of head-worn solutions

  Büter, R., Soberanis-Mukul, R. D., Ruiz Puentes, P., Ghazi, A., Wu, J. Y. & Unberath, M., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129281Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  Open Access

  • Pupil Diameter 100%
  • Tasks 33%
  • Gaze Calibration 33%
  • Range Interaction 20%
  • Metrics 16%

• Fabrication of Multilumen Microfluidic Tubing for Ex Situ Direct Laser Writing

  Felix, B. M., Young, O. M., Andreou, J. T., Sarker, S., Fuge, M. D., Krieger, A., Weiss, C. R., Bailey, C. R. & Sochol, R. D., 2024, IEEE 37th International Conference on Micro Electro Mechanical Systems, MEMS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1158-1161 4 p. (Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS)).

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

  Open Access

  • Three Dimensional Printing 100%
  • Direct Laser Writing 100%
  • Multiphoton Lithography 100%
  • Fluidics 50%
  • MEMS Microstructure 33%

• Flexible array curvature and sound speed estimations with a maximum spatial lag-one coherence metric

  Zhang, J., Ding, K. & Lediju Bell, M. A., 2024, Photons Plus Ultrasound: Imaging and Sensing 2024. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1284204. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12842).

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

  • Metrics 100%
  • Sound Speed 100%
  • Sound Array 42%
  • Transducer 25%
  • Hollow Metal 14%

• FLEX-RT: Feasibility Study of Using Flexible Array Transducer for Tumor Motion Tracking in Pancreatic Cancer Radiotherapy

  Hooshangnejad, H., China, D., Uneri, A., Han-Oh, S. & Ding, K., 2024, Medical Imaging 2024: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 129320O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12932).

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

  • Radiotherapy 100%
  • Pancreatic Cancer 100%
  • Cancer Radiotherapy 100%
  • Tumor Tracking 100%
  • Flexible Array Transducer 100%

• Fourier Diffusion for Sparse CT Reconstruction

  Liu, A., Gang, J. & Stayman, J. W., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 1292516. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Fourier 100%
  • CT Reconstruction 100%
  • Diffusion Model 100%
  • Sparse-view CT 100%
  • Reconstruction 100%

• Guiding endovascular catheters using electromagnetic tracking and path-based registration for brain aneurysm treatment

  Li, F., Xu, H., Cao, S. D., Wei, J., Rhodes, D., Siewerdsen, J. H., Gonzalez, L. F. & Uneri, A., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129280D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Surgeon 100%
  • Brain Artery Aneurysm 100%
  • Catheter Navigation 100%
  • Centerline 100%
  • Aneurysm 100%

• Harmonizing quantitative imaging feature values in CT using image quality metrics as a basis

  Daly, M. A., Hoffman, J. M., Hernandez, A. M., Uneri, A., Siewerdsen, J. H., Kinahan, P. E., Bevins, N. B., Kanal, K. M., Zamora, D. A., Maloney, B. W., Seibert, J. A., Supanich, M. P., Mahesh, M., Boone, J. M. & McNitt-Gray, M. F., 2024, Medical Imaging 2024: Computer-Aided Diagnosis. Chen, W. & Astley, S. M. (eds.). SPIE, 129271B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12927).

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

  • Image Quality Metrics 100%
  • Feature Value 100%
  • Quantitative Imaging Features 100%
  • Modulation Transfer Function 100%
  • Image Quality 50%

• Hybrid spectral CT system with clinical rapid kVp-switching x-ray tube and dual-layer detector for improved iodine quantification

  Sandvold, O. F., Proksa, R., Daerr, H., Perkins, A. E., Brown, K. M., Shapira, N., Koehler, T., Stayman, J. W., Gang, G. J., Manjeshwar, R. M. & Noël, P. B., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129251K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  Open Access

  • Tomography System 100%
  • X-ray Tube 100%
  • Spectral CT 100%
  • Iodine Quantification 100%
  • Dual-layer Detector 100%

• IDENTIFYING ATTACK-SPECIFIC SIGNATURES IN ADVERSARIAL EXAMPLES

  Souri, H., Khorramshahi, P., Lau, C. P., Goldblum, M. & Chellappa, R., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7050-7054 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Neural Network 100%
  • Natural Image 100%
  • Adversarial Example 100%
  • Adversarial Machine Learning 50%
  • Attack Algorithm 50%

• Intraoperative MRI-guided cervical cancer brachytherapy with automatic tissue segmentation using dual convolution-Transformer network and real-Time needle tracking

  Kim, G., Antaki, M., Schmidt, E. J., Roumeliotis, M., Viswanathan, A. N. & Lee, J., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 1292817. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Magnetic Resonance Imaging 100%
  • Brachytherapy 100%
  • Intraoperative MRI 100%
  • Cervical Cancer 100%
  • Dual Convolution 100%

• Intraoperative tracked ultrasound imaging for resolving deformations during spine surgery

  Wei, J., China, D., Ding, K., Crawford, N., Johnson, N., Theodore, N. & Uneri, A., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 1292810. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Acquisition Time 100%
  • Ionizing Radiation 100%
  • Geometric Accuracy 100%
  • Cadaveric Specimen 100%
  • Target Region 100%

• Isometric Feature Embedding for Content-Based Image Retrieval

  Muraki, H., Nishimaki, K., Tobari, S., Oishi, K. & Iyatomi, H., 2024, 2024 58th Annual Conference on Information Sciences and Systems, CISS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 58th Annual Conference on Information Sciences and Systems, CISS 2024).

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

  • Content-based image retrieval 100%
  • Interpretability 40%
  • Disease Retrieval 40%
  • Machine Learning 20%
  • Classification Performance 20%

• Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?

  Bian, Z., Alshareef, A., Wei, S., Chen, J., Wang, Y., Woo, J., Pham, D., Zhuo, J., Carass, A. & Prince, J. L., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129260A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  Open Access

  • Marking 100%
  • Harmonics 100%
  • Radio Frequency 100%
  • Magnetic Resonance Imaging 100%
  • Radiofrequency Pulse 50%

• Joint MR to CT synthesis and segmentation for MR-only pediatric brain radiation therapy planning

  Mekki, L., Acharya, S., Ladra, M. & Lee, J., 2024, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling. Siewerdsen, J. H. & Rettmann, M. E. (eds.). SPIE, 129280O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12928).

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

  • Manual Segmentation 100%
  • Segmentation Task 100%
  • Observer Variability 100%
  • Brain Structure 100%
  • Convolutional Neural Network 100%

• Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms

  Viechnicki, P., Duh, K., Kostacos, A. & Landau, B., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 1089-1099 11 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

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

  • Cognitive Representation 100%
  • Empirical Test 100%
  • Language Learning 50%
  • Cognitive Science 50%
  • Latent Variable Modeling 50%

• MoViT: Memorizing Vision Transformers for Medical Image Analysis

  Shen, Y., Guo, P., Wu, J., Huang, Q., Le, N., Zhou, J., Jiang, S. & Unberath, M., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 205-213 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14349 LNCS).

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

  Open Access

  • Image Analysis 100%
  • Vision Transformer 100%
  • Job Description 100%
  • Neural Network 100%
  • Magnetic Resonance Imaging 100%

• MR-Conditional Robotic Actuation of Concentric Tendon-Driven Cardiac Catheters

  Wang, Y., Qiu, Z., Tokuda, J., Schmidt, U., Kolandaivelu, A. & Chen, Y., 2024, 2024 International Symposium on Medical Robotics, ISMR 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Symposium on Medical Robotics, ISMR 2024).

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

  Open Access

  • Catheter Ablation 100%
  • Atrial Fibrillation 100%
  • Actuation 100%
  • Conditionality 100%
  • Position Control 100%

• Multi-Method and Multi-Atlas Segmentation Fusion for Delineation of Thigh Muscle Groups in 3D Water-Fat Separated MRI

  Annasamudram, N. V., Okorie, A. M., Spencer, R. G., Kalyani, R. R., Yang, Q., Landman, B. A., Ferrucci, L. & Makrogiannis, S., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129262X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  • Tasks 100%
  • Deformable Model 100%
  • Joints (Structural Components) 100%
  • Registration Method 100%
  • Freeform Deformation 100%

• Multi-Source Semi-Stationary CT for Brain Imaging: Development and Assessment of a Prototype System and Image Formation Algorithms

  McSkimming, T., Lopez-Montes, A., Skeats, A., Delnooz, C., Gonzales, B., Perilli, E., Reynolds, K., Siewerdsen, J. H., Zbijewski, W. & Sisniega Crespo, A., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129251B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Image Reconstruction 100%
  • Nonuniformity 100%
  • Image Formation 100%
  • Diffusion Model 100%
  • Ray Source 100%

• One-Shot Estimation of Epistemic Uncertainty in Deep Learning Image Formation with Application to High-Quality Cone-Beam CT Reconstruction

  Liu, S. Z., Vagdargi, P., Jones, C., Luciano, M., Anderson, W., Helm, P. A., Uneri, A., Siewerdsen, J. H., Zbijewski, W. & Sisniega Crespo, A., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129251E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

  • Image Formation 100%
  • Deep Learning 100%
  • Epistemic Uncertainty 100%
  • Uncertainty in Deep Learning 100%
  • One-shot Estimation 100%

• Predicting Age from White Matter Diffusivity with Residual Learning

  The BIOCARD Study Team, 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129262I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

  Open Access

  • Diffusion Tensor Imaging 100%
  • Diffusivity 100%
  • White Matter 100%
  • Mean Absolute Error 100%
  • Residual Learning 100%