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Medical Imaging: Image-Guided Procedures 2022: San Diego, CA, USA
- Cristian A. Linte, Jeffrey H. Siewerdsen:
Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, CA, USA, February 20-24, 2022 / Online, March 21-27, 2022. SPIE Proceedings 12034, SPIE 2022, ISBN 9781510649439
Keynote
- Ann Majewicz:
From tool to assistant: towards developing adaptive surgical robots for the operating room.
Neuro Interventions and Applications
- John S. H. Baxter
, Stéphane Croci, Antoine Delmas, Luc Bredoux, Jean-Pascal Lefaucheur, Pierre Jannin:
Errors of type or errors of degree? Cortical point targeting in transcranial magnetic stimulation. - Satyananda Kashyap, Hakan Bulu, Ashutosh Jadhav, Ronak Dholakia, Amon Y. Liu, Hussain Rangwala, William R. Patterson, Mehdi Moradi:
A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiography. - Ahmet Yildiz, Timothy Minicozzi, Franklin King, Fumirato Masaki, Garth Rees Cosgrove, Walid I. Essayed, Nobuhiko Hata:
Skull-mounted guidance device for intraoperative CT-guided DBS of neurodegenerative diseases. - Xiaoyao Fan, Alex Hartov, David W. Roberts, Keith D. Paulsen:
Patient registration using intraoperative stereovision for open cranial surgery. - Runze Han, Craig K. Jones
Deformable registration of MRI to intraoperative cone-beam CT of the brain using a joint synthesis and registration network.
Robot-Assisted Interventions
- Adrian N. Florea, Dominick S. Ropella, Ernar Amanov, S. Duke Herrell III, Robert J. Webster III:
Design of a modular, multi-arm concentric tube robot featuring roller gears. - Yuan Shi
Surgical navigation system for image-guided transoral robotic surgery: a proof of concept. - Yiqun Ma, Grace J. Gang, Tina Ehtiati, Tess Reynolds
Non-circular CBCT orbit design and realization on a clinical robotic C-arm for metal artifact reduction.
Video-based Interventional Applications
- Wennan Zhao
Image-guided system for radial-probe endobronchial ultrasound bronchoscopy. - Cheng Wang
Bronchial orifice tracking-based branch level estimation for bronchoscopic navigation. - Pengcheng Chen, Chen Gong, Andrew Lewis, Yaxuan Zhou, Seyed Mohammad Mohaghegh Poor, Blake Hannaford, Eric J. Seibel:
Real-time flexible endoscope navigation within bladder phantom having sparse non-distinct features is enhanced with robotic control. - Prasad Vagdargi, Ali Uneri
Robot-assisted neuroendoscopy for real-time 3D guidance of transventricular approach to deep-brain targets. - Ryan B. Duke, Xiaoyao Fan, Songbai Ji, Sohail K. Mirza, Keith D. Paulsen:
Video data acquisition accuracy for hand-held stereovision in image-guided surgery.
Modeling Applications in Image-Guided Therapy
- Ziteng Liu, Jack H. Noble:
Patient-specific electro-anatomical modeling of cochlear implants using deep neural networks. - Roman Vasyltsiv, Xin Qian, Zhigang Xu, Samuel Ryu, Wei Zhao, Adrian Howansky:
Feasibility of 4D HDR brachytherapy source tracking using C-arm tomography: Monte Carlo investigation. - Mohammad M. R. Khan, Rueben A. Banalagay, Robert F. Labadie, Jack H. Noble:
Sensitivity of intra-cochlear anatomy segmentation methods to varying image acquisition parameters. - Zhiguo Zhou, Meijuan Zhou, Zhilong Wang, Xi Chen:
Predicting treatment outcome in metastatic melanoma through automated multi-objective model with hyperparameter optimization. - Winona L. Richey, Jon S. Heiselman, Morgan J. Ringel, Ingrid M. Meszoely, Michael I. Miga:
Tumor deformation correction for an image guidance system in breast conserving surgery.
Image-Guided ultrasound Interventions: Joint Session with Conferences 12034 and 12038
- Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong
An efficient deep landmark detection network for PLAX EF estimation using sparse annotations. - Han Liu, Michelle K. Sigona, Thomas J. Manuel, Li Min Chen, Charles F. Caskey, Benoit M. Dawant:
Synthetic CT skull generation for transcranial MR imaging-guided focused ultrasound interventions with conditional adversarial networks. - Shuwei Xing, Joeana Cambranis Romero, Derek W. Cool, Amol Mujoomdar, Leandro Cardarelli Leite, Elvis C. S. Chen
Intra-procedural evaluation of tumor coverage using 3D US images for percutaneous focal liver thermal ablation.
Ai-based Image Segmentation, Classification, and Detection Techniques
- Pedro Morais
3D segmentation of the left atrial appendage in computed tomography for planning of transcatheter occlusion. - Michael B. Allan, Mohammad H. Jafari, Nathan Van Woudenberg, Oron Frenkel, Darra Murphy, Tracee Wee, Rob D'Ortenzio, Yong Wu, James Roberts, Naoya Shatani, Ang Nan Gu, Samira Sojoudi, Purang Abolmaesumi:
Multi-task deep learning for segmentation and landmark detection in obstetric sonography. - Juhwan Lee, Justin Namuk Kim, Gabriel T. R. Pereira, Yazan Gharaibeh
Automatic microchannel detection using deep learning in intravascular optical coherence tomography images. - S. M. Kamrul Hasan, Cristian A. Linte:
Calibration of cine MRI segmentation probability for uncertainty estimation using a multi-task cross-task learning architecture. - Yixuan Huang, Craig K. Jones
Automatic labeling of vertebrae in long-length intraoperative imaging with a multi-view, region-based CNN. - Prathyush Chirra, Avani Muchhala, Katelin Amann, Kaajal Krishnan, Jacob Kurowski, Satish E. Viswanath
Identifying radiomic features associated with disease activity, patient outcomes, and serum phenotypes in pediatric Crohn's disease via MRI.
Imaging Physics in Image-Guided Interventions: Joint Session with Conferences 12031 and 12034
- Sepideh Hatamikia, Ander Biguri, Gernot Kronreif, Joachim Kettenbach, Tom Russ, Wolfgang Birkfellner:
Possibility assessment of CBCT metal artifact reduction based on PICCS reconstruction and trajectory optimization. - Chih-Wei Chang, Yang Lei
An unsupervised patient-specific metal artifact reduction framework for proton therapy. - Kevin Treb
Enlarging the longitudinal coverage of a prototype C-arm photon counting CT system for image-guided interventions.
Novel Techniques in Image-Guided Interventions
- Jon S. Heiselman, William R. Jarnagin, Michael I. Miga:
Registration uncertainty in deforming organs: a novel approach for ensuring navigational confidence during image-guided procedures. - James Huang, Junyu Guo, Ivan Pedrosa, Baowei Fei:
Deep learning-based deformable registration of dynamic contrast enhanced MR images of the kidney. - Morgan J. Ringel, Winona L. Richey, Jon S. Heiselman, Ma Luo, Ingrid M. Meszoely, Michael I. Miga:
Breast image registration for surgery: insights on material mechanics modeling. - Yabo Fu, Yang Lei
Deep learning based volume-to-slice MRI registration via intentional overfitting. - Shuwei Xing, Derek W. Cool, Lori Gardi, Jeffrey S. Bax, Elvis C. S. Chen
A 2D/3D US/CT-guided system for percutaneous focal liver thermal ablation. - Batoul Dahman, F. Bessier, Jean-Louis Dillenseger
Ultrasound to CT rigid image registration using CNN for the HIFU treatment of heart arrhythmias.
Benchmarking and Assessment in Image-Guided Interventions: Joint Session with Conferences 12034 and 12037
- Abdullah Thabit, Wiro J. Niessen, Eppo B. Wolvius, Theo van Walsum
Evaluation of marker tracking using mono and stereo vision in Microsoft HoloLens for surgical navigation. - Michael A. Kokko, John D. Seigne, Douglas W. Van Citters, Ryan J. Halter:
A novel abdominal phantom model for laparoscopic and robotic exposure of retroperitoneal structures. - Saba Adabi, Tzu-Chi Tzeng, Yading Yuan:
Predicting 3D dose distribution with scale attention network for prostate cancer radiotherapy. - Shadab Momin, Yang Lei
Deep-learning-based modulated radiotherapy dose plan prediction with integration of non-modulated dose distribution.
Image-Guided Therapy Applications
- Baochang Zhang, Mai Bui, Cheng Wang, Felix Bourier, Heribert Schunkert, Nassir Navab:
Real-time guidewire tracking and segmentation in intraoperative x-ray. - Martin G. Wagner, Sarvesh Periyasamy
Continuous-sweep limited angle fluoroscopy guidance for percutaneous needle procedures. - Ali Uneri, Corey Simmerer, Wojciech Zbijewski, Runze Han, Gerhard Kleinszig, Sebastian Vogt, Kevin Cleary, Jeffrey H. Siewerdsen, Babar Shafiq:
Statistical shape and pose modeling for automated planning in robot-assisted reduction of the ankle syndesmosis. - Fatemeh Zabihollahy, Akila N. Viswanathan, Ehud J. Schmidt, Junghoon Lee:
A deep learning-based clinical target volume segmentation in female pelvic MRI for radiation therapy planning. - Xianjin Dai, Yang Lei
Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapy.
Novel Techniques in Image-Guided Interventions
- Sydney L. M. Wilson, Claire K. Park, Kevin Barker, Jeffrey S. Bax, Hristo N. Nikolov, Aaron Fenster, David W. Holdsworth:
Development of a novel, dual-modality image guidance system by combining a focused gamma probe with ultrasound imaging. - Yubing Tong, Jayaram K. Udupa, You Hao, Lipeng Xie, Joseph M. McDonough, Caiyun Wu, Carina Lott, Abigail Clark, Jason B. Anari, Drew A. Torigian, Patrick J. Cahill:
QdMRI: a system for a comprehensive analysis of thoracic dynamics via dynamic MRI. - Laura Connolly, Amoon Jamzad, Arash Nikniazi, Rana Poushimin, Jean-Michel Nunzi, John F. Rudan, Gabor Fichtinger, Parvin Mousavi:
Feasibility of combined optical and acoustic imaging for surgical cavity scanning. - Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. - Kush J. Hari, Rohan C. Vijayan, Ma Luo, Jaime Tierney, Jon S. Heiselman, Lola B. Chambless, Reid Carleton Thompson, Michael I. Miga:
Digital application to display brain shift simulation in tumor resection procedures.
Image-Guided Intervention Workflow, Training, and Skill Assessment
- Elizabeth Klosa, Rebecca Hisey, Tahmina Nazari, Theo Wiggers, Boris Zevin, Tamas Ungi, Gabor Fichtinger:
Tissue segmentation for workflow recognition in open inguinal hernia repair training. - Dhruv Patel, Erik Ziegler, Rob Lewis, Parvin Mousavi, Alireza Sedghi:
Deep image clustering for standardization of radiological workflows. - Olivia O'Driscoll, Rebecca Hisey, Matthew S. Holden, Daenis Camire
Feasibility of object detection for skill assessment in central venous catheterization.
Wednesday poster Session
- Vivian van Asperen, Josefien van den Berg, Fleur Lycklama, Victoria Marting, Sandra A. P. Cornelissen, Wim H. van Zwam, Jeannette Hofmeijer, Aad van der Lugt, Theo van Walsum
Automatic artery/vein classification in 2D-DSA images of stroke patients. - Anja Pantovic, Irène Ollivier, Caroline Essert
2D and 3D-UNet for segmentation of SEEG electrode contacts on post-operative CT scans. - Torsten Hopp, Luca Springer, Carl Gross, Saskia Grudzenski-Theis, Franziska Mathis-Ullrich
Segmentation of the mouse skull for MRI guided transcranial focused ultrasound therapy planning. - Aurélien de Turenne, François Eugène, Raphaël Blanc, Jérôme Szewczyk
Cascaded U-net for segmentation of endovascular paths in mechanical thrombectomy. - Daniel Mensing, Johannes Gregori, Jürgen Jenne, Michael Stritt, Björn Gerold, Matthias Günther:
LSTM-U-net for the robust segmentation of veins in ultrasound sequences. - Asta Olafsdottir, David Butt, Addie Majed, Mark Falworth, Matthew J. Clarkson
SciKit-SurgeryGlenoid, an open source toolkit for glenoid version measurement. - Hannah Büchner, Maximilian Malik, Heiko Baumgartner, Fabian Springer, Florian Laux, Oliver Burgert:
Segmentation and classification of total hip endoprosthesis in x-ray images. - Zixin Yang, Richard A. Simon, Cristian A. Linte:
A weakly supervised learning approach for surgical instrument segmentation from laparoscopic video sequences. - Christiaan G. A. Viviers
Towards real-time 6D pose estimation of objects in single-view cone-beam x-ray. - Ted Shi, Maysam Shahedi, Kayla Caughlin, James D. Dormer, Ling Ma
Semi-automated three-dimensional segmentation for cardiac CT images using deep learning and randomly distributed points. - Hannah G. Mason, Jack H. Noble:
Automatic internal auditory canal segmentation using a weakly supervised 3D U-Net. - Chih-Wei Chang
Using orthogonal 2D kV images for target localization via central matching networks. - Yubing Tong, Zihan Huang, Jayaram K. Udupa, Leihui Tong, Brandon C. Jones, Gregory Chang, Drew A. Torigian, Chamith S. Rajapakse:
Bone and bone marrow segmentation from hip 3T magnetic resonance imaging by using local salient anatomy structure to guide deep learning-based object localization and delineation. - Ahmad Qasem, Hui Liu, Zhiguo Zhou:
Automated tumor localization and segmentation through hybrid neural network. - Djalal Fakim, Hareem Nisar, John T. Moore, Terry M. Peters, Elvis C. S. Chen
The automatic localization of the vena contracta using Intracardiac Echocardiography (ICE): a feasibility study. - Hareem Nisar, Patrick Carnahan, Djalal Fakim, Humayon Akhuanzada, David Hocking, Terry M. Peters, Elvis C. S. Chen
Towards ultrasound-based navigation: deep learning based IVC lumen segmentation from intracardiac echocardiography. - Marine Shao, David Huson, James Clark:
Simulation of laparoscopic ultrasound imaging and suturing of the bile duct using silicone. - Yichuan Tang, Isaac Abouaf, Aditya Malik, Araceli B. Gonzalez, Arnav Mishra, Ryosuke Tsumura, Jakub T. Kaminski, Igor Sorokin, Haichong K. Zhang:
Mirror-integrated ultrasound image-guided access. - Andre Mühlenbrock
Optimizing the arrangement of fixed light modules in new autonomous surgical lighting systems. - Hamed Hooshangnejad
Feasibility of planning-CT-free rapid workflow for stereotactic body radiotherapy: removing the need for planning CT by AI-driven, intelligent prediction of body deformation. - Lucas March, Jessica Robin Rodgers, Amoon Jamzad, Alice M. L. Santilli, Rebecca Hisey, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi:
Phase recognition and cautery localization in basal cell carcinoma surgical videos. - Catherine Austin, Rebecca Hisey, Olivia O'Driscoll, Daenis Camire
Recognizing multiple needle insertion attempts for performance assessment in central venous catheterization training. - Raquel León
Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancer. - Annika Hänsch
Deep learning-assisted fully automatic fiber tracking for tremor treatment. - William R. Warner, Xiaoyao Fan, Ryan B. Duke, Tahsin M. Khan, Songbai Ji, Steven P. Baltic, Sohail K. Mirza, Keith D. Paulsen:
Preoperative-to-interoperative shift in spine pose measured as change in lordosis Cobb angle and its effect on navigational accuracy. - Han Liu, Kathryn L. Holloway, Dario J. Englot, Benoit M. Dawant:
A multi-rater comparative study of automatic target localization methods for epilepsy deep brain stimulation procedures. - Kristen L. Chen, Chen Li, Xiaoyao Fan, Tahsin Khan, Joshua P. Aronson, Keith D. Paulsen:
Estimating shift at brain surface in deep brain stimulation using machine learning based methods. - Tyler Salvador
Development of a novel photogrammetry method for acquiring 3D surface models of infant clubfoot anatomy. - Joeana Cambranis Romero, Terry M. Peters, Elvis C. S. Chen
Development of a mini stereotactic guidance system for percutaneous focal liver tumor ablation. - Patric Bettati, James D. Dormer, Maysam Shahedi, Baowei Fei:
An augmented reality-assisted visualization system for potential applications in prostate biopsy. - Brianna Jacobson, Alice K. Ding, Ma Luo, Kyvia Pereira, Michael I. Miga:
Controllability of the vagus nerve using directed electrode stimulation. - Maryam E. Rettmann, Stephan Hohmann, Hiroki Konishi, Laura K. Newman, Amanda J. Deisher, Jon J. Kruse, Kelly Merrell, R. Foote, Michael G. Herman, Douglas L. Packer:
Quantification of cardiac motion using in vivo fiducial markers for beam ablation of cardiac arrhythmias. - Daniel R. Allen, Terry M. Peters, Elvis C. S. Chen
A co-calibration framework for the accuracy assessment of vision-based tracking systems. - Eric Knull, Claire K. Park, Jeffrey S. Bax, David Tessier, Aaron Fenster:
Robust registration and phantom validation of mechatronics-assisted MRI-guided needle delivery for prostate focal laser ablation therapy. - Sarah Said, Paola Clauser, Nicole V. Ruiter
Image based registration between full x-ray and spot mammograms for x-ray guided stereotactic breast biopsy. - Rohan C. Vijayan, Niral Sheth, Lina Mekki, Alexander Lu, Ali Uneri
Motion-compensated targeting in pulmonary interventions using cone-beam CT and locally rigid / globally deformable 3D-2D registration. - Yang Lei
Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy. - Lukasz Fura, Norbert Zolek, Tamara Kujawska:
Numerical simulations and experimental verification of the extent of HIFU-induced tissue necrosis. - Jeff Young, Maysam Shahedi
A low-cost PVC-based dual-modality kidney phantom. - Noa Chazot
Development of a multi-modal liver phantom with flow for the validation and training of focal ablation procedures. - Andrew Wilson, Harald Scheirich, Beatriz Paniagua, Raymond White, Tung Nguyen, Venkata Sreekanth Arikatla:
A level set approach to high fidelity interactive bone shaving for virtual training of surgical osteotomies. - Raymond Weiming Chan, Rebecca Hisey, Matthew S. Holden:
Feasibility of video-based skills assessment: a study on ultrasound-guided needle insertions using simulated projections. - Trevor K. Kuhlengel, Rebecca Bascom, William E. Higgins:
Image-guided bronchoscopy for comprehensive lymph node staging. - Wenda Li, Yuichiro Hayashi, Masahiro Oda
Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos. - Peter Jackson, Kelly Merrell, Richard A. Simon, Cristian A. Linte:
Assessing and reducing registration and targeting uncertainty in video-based image-guided renal navigation: an in vitro study featuring virtual targets.
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