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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
, Pengwei Wu, Prasad Vagdargi, Xiaoxuan Zhang, Ali Uneri
, Junghoon Lee, Mark Luciano, William S. Anderson, Patrick A. Helm, Jeffrey H. Siewerdsen:
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
, Yajie Lou, Iroha Shirai, Xiaotian Wu, Joseph A. Paydarfar, Ryan J. Halter:
Surgical navigation system for image-guided transoral robotic surgery: a proof of concept. - Yiqun Ma, Grace J. Gang, Tina Ehtiati, Tess Reynolds
, Tom Russ, Wenying Wang, Clifford R. Weiss, Nicholas Theodore, Kelvin Hong, Jeffrey H. Siewerdsen, J. Webster Stayman:
Non-circular CBCT orbit design and realization on a clinical robotic C-arm for metal artifact reduction.
Video-based Interventional Applications
- Wennan Zhao
, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins:
Image-guided system for radial-probe endobronchial ultrasound bronchoscopy. - Cheng Wang
, Yuichiro Hayashi, Masahiro Oda
, Takayuki Kitasaka, Hitotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori:
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
, Craig K. Jones
, Pengwei Wu, Runze Han, Mark Luciano, William S. Anderson, Patrick A. Helm, Gregory D. Hager, Jeffrey H. Siewerdsen:
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, Teresa Tsang
, Purang Abolmaesumi:
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
, Terry M. Peters, Aaron Fenster:
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, Dominik Nelles, Jan Wilko Schrickel, Georg Nickenig, Jan D'hooge
, Alexander Sedaghat, João L. Vilaça
:
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
, Chaitanya Kolluru, Vladislav N. Zimin, Luis A. P. Dallan, Issam Motairek, Ammar Hoori
, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson:
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
, Xiaoxuan Zhang, Ashley Johnston, Nafi Aygun, Timothy Witham, Patrick A. Helm, Jeffrey H. Siewerdsen, Ali Uneri
:
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
, Serdar Charyyev
, Shuai Leng, Tim Yoon, Jun Zhou, Xiaofeng Yang
, Liyong Lin:
An unsupervised patient-specific metal artifact reduction framework for proton therapy. - Kevin Treb
, Xu Ji, Mang Feng, Ran Zhang, Sarvesh Periyasamy, Paul F. Laeseke, Ke Li:
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
, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
:
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
, Terry M. Peters, Aaron Fenster:
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
, Jiahan Zhang, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang
:
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, Joseph F. Whitehead, Paul F. Laeseke, Michael A. Speidel:
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
, Tonghe Wang, Zhen Tian, Jun Zhou, Mark McDonald, David S. Yu, Beth B. Ghavidel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
:
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, Teresa Tsang
, Purang Abolmaesumi:
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
, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger:
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
, Matthijs van der Sluijs, Ruisheng Su
:
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
, Nicole V. Ruiter
:
Segmentation of the mouse skull for MRI guided transcranial focused ultrasound therapy planning. - Aurélien de Turenne, François Eugène, Raphaël Blanc, Jérôme Szewczyk
, Pascal Haigron:
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
, Stephen A. Thompson
:
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
, Joel de Bruijn, Lena Filatova, Peter H. N. de With, Fons van der Sommen
:
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
, Baowei Fei:
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, Yang Lei
, Tonghe Wang, Liyong Lin, Jun Zhou, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
:
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
, Timur Cetin, Dirk Weyhe, Gabriel Zachmann
:
Optimizing the arrangement of fixed light modules in new autonomous surgical lighting systems. - Hamed Hooshangnejad
, Kai Ding:
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
, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger:
Recognizing multiple needle insertion attempts for performance assessment in central venous catheterization training. - Raquel León
, Sofia H. Gelado, Himar Fabelo
, Samuel Ortega, Laura Quintana
, Adam Szolna, Juan F. Piñeiro, Francisco Balea-Fernández
, Jesús Morera, Bernardino Clavo, Gustavo Marrero Callicó:
Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancer. - Annika Hänsch
, Jürgen W. Jenne, Neeraj Upadhyay, Carsten Schmeel
, Veronika Purrer, Ullrich Wüllner, Jan Klein
:
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
, Jacob Slagle, Greg Chaprnka, Michael Agronin, Matthew Oetgen, Sean Tabaie, Kevin Cleary, Anuradha Dayal:
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
, Pascal A. Baltzer, Torsten Hopp:
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
, Alejandro Sisniega, Jessica Maggaragia, Gerhard Kleinszig, Sebastian Vogt, Jeffrey Thiboutot, Hans Lee, Lonny Yarmus, Jeffrey H. Siewerdsen:
Motion-compensated targeting in pulmonary interventions using cone-beam CT and locally rigid / globally deformable 3D-2D registration. - Yang Lei
, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
:
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
, James D. Dormer, Brett Johnson, Jeffrey Gahan, Baowei Fei:
A low-cost PVC-based dual-modality kidney phantom. - Noa Chazot, Joeana Cambranis Romero, Terry M. Peters, Adam Rankin, Elvis C. S. Chen
:
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
, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
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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