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ORCIDMedical Imaging: Image-Guided Procedures 2021
- Cristian A. Linte, Jeffrey H. Siewerdsen:
Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, Online, February 15-20, 2021. SPIE Proceedings 11598, SPIE 2021, ISBN 9781510640252
Keynote
- Michael S. Sacks:
Development of integrated patient-specific models of the mitral valve and left ventricle: time dependent effects of ischemic mitral valve regurgitation.
Robot-Assisted Interventional Platforms and Devices
- Eric Knull, Claire K. Park, Jeffrey S. Bax, David Tessier, Aaron Fenster:
MRI-compatible mechatronic needle guidance system for focal thermal laser ablation in localized prostate cancer. - Juyoung Kim, James M. Ferguson, Jason Shrand, Bryn Pitt, Josephine Granna, Naren Nimmagadda, Nicholas L. Kavoussi, S. Duke Herrell III, Robert J. Webster III:
Integrating FireFly fluorescence into image guidance for the da Vinci robot. - Niral Sheth, Prasad Vagdargi
, Alejandro Sisniega, Ali Uneri, Greg M. Osgood, Jeffrey H. Siewerdsen:
Pre-clinical evaluation of a video-based drill guidance system for orthopaedic trauma surgery. - Yuan Shi, Xiaotian Wu, Joseph A. Paydarfar, Ryan J. Halter:
Imaging-compatible oral retractor system for use in image-guided transoral robotic surgery. - Michael A. Kokko, John D. Seigne, Douglas W. Van Citters, Ryan J. Halter:
Multi-body statistical shape representation of anatomy for navigation in robot-assisted laparoscopic partial nephrectomy.
Image-Guided video-based Applications
- Prasad Vagdargi, Ali Uneri, Craig K. Jones, Pengwei Wu, Runze Han, Mark Luciano, William S. Anderson, Gregory D. Hager, Jeffrey H. Siewerdsen:
Robot-assisted ventriculoscopic 3D reconstruction for guidance of deep-brain stimulation surgery. - S. M. Kamrul Hasan, Richard A. Simon, Cristian A. Linte:
Segmentation and removal of surgical instruments for background scene visualization from endoscopic/laparoscopic video. - Reuben Docea, Micha Pfeiffer, Sebastian Bodenstedt, Fiona R. Kolbinger, Lukas Höller, Ines Wittig, Ralf-Thorsten Hoffmann, Esther G. C. Troost, Carina Riediger, Jürgen Weitz, Stefanie Speidel:
Simultaneous localisation and mapping for laparoscopic liver navigation : a comparative evaluation study. - Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images. - Xiaoyao Fan, Ryan B. Duke, Songbai Ji, Sohail K. Mirza, Keith D. Paulsen:
Stereovision surface stitching for image updating in open spine surgery. - Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Single-shot three-dimensional reconstruction for colonoscopic image analysis.
Cardiac Applications
- Roshan Reddy Upendra, Richard A. Simon, Cristian A. Linte:
Joint deep learning framework for image registration and segmentation of late gadolinium enhanced MRI and cine cardiac MRI. - Maryam E. Rettmann, Atsushi Suzuki, Amanda J. Deisher, Stephan Hohmann, Kimitake Imamura, J. Dickow, Hiroki Konishi, Songyun Wang, Laura K. Newman, Kay D. Parker, Kristi H. Monahan, Jon J. Kruse, Kelly Merrell, R. Foote, Michael G. Herman, Douglas L. Packer:
Quantitative assessment of proton beam dose and myocardial lesion formation detected by high-resolution, ex vivo delayed contrast-enhanced MRI for treatment of ventricular tachycardia.
Ex vivo Constructs and Phantoms for Intervention Planning and Guidance: Joint Session with Conferences 11598 and 11601
- Claire K. Park, Jeffrey S. Bax, Annabelle Pundaky, Lori Gardi, Aaron Fenster:
Assessment of system performance and phantom validation of ultrasound-guided breast biopsy under dedicated positron emission mammography localization. - Peter Jackson, Richard A. Simon, Cristian A. Linte:
Effect of uncertainty on target registration error in image-guided renal interventions: from simulation to in-vitro assessment.
Image Segmentation
- Oleksandra V. Ivashchenko, Zhiwei Zhai, Berend C. Stoel, Theodoor Jacques Marie Ruers:
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions. - Can Cui, Han Liu, Dario J. Englot, Benoit M. Dawant:
Brain vessel segmentation in contrast-enhanced T1-weighted MR Images for deep brain stimulation of the anterior thalamus using a deep convolutional neural network. - Kayla Caughlin, Maysam Shahedi, Jonathan Shoag, Christopher Barbieri, Daniel Margolis, Baowei Fei:
Three-dimensional prostate CT segmentation through fine-tuning of a pre-trained neural network using no reference labeling. - François-Xavier Carton, Jack H. Noble, Florian Le Lann, Bodil K. R. Munkvold, Ingerid Reinertsen, Matthieu Chabanas:
Multiclass segmentation of brain intraoperative ultrasound images with limited data. - Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation.
Image-Guided respiratory and Lung Applications
- Martin G. Wagner, Sarvesh Periyasamy, Sebastian Schafer, Paul F. Laeseke, Michael A. Speidel:
Method for 3D navigation of airways on a single C-arm using multi-sweep limited angle acquisition and frame-by-frame device reconstruction. - Megumi Nakao, Hinako Maekawa, Katsutaka Mineura, Toyofumi Fengshi Chen-Yoshikawa, Tetsuya Matsuda:
Kernel-based modeling of pneumothorax deformation using intraoperative cone-beam CT images. - Yubing Tong, Jayaram K. Udupa, Joseph M. McDonough, Carina Lott, Caiyun Wu, Chamith S. Rajapakse, Jason B. Anari, Drew A. Torigian, Patrick J. Cahill:
Lung parenchymal characterization via thoracic dynamic MRI in normal children and pediatric patients with TIS. - Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu:
Image quality assessment for closed-loop computer-assisted lung ultrasound. - Anand P. Santhanam, Brad Stiehl, Michael Lauria, Igor Barjaktarevic, Jonathan G. Goldin, Jane Yanagawa, Daniel Low:
A quantitative prediction of the post-operative lobectomy lung physiology using a GPU-based linear elastic lung biomechanics model and a constrained generative adversarial learning approach. - Vitalii Vasyliev, Jennifer Toth, Rebecca Bascom, William E. Higgins:
Autonomous planning and guidance for convex-probe endobronchial ultrasound bronchoscopy.
Image Registration Applications for IGT
- Stephen A. Thompson, Thomas Dowrick, Mian Ahmad, Jeremy Opie, Matthew J. Clarkson:
Are fiducial registration error and target registration error correlated? SciKit-SurgeryFRED for teaching and research. - Milovan Regodic, Malik Galijasevic, Zoltán R. Bárdosi, Wolfgang Freysinger:
Feasibility of automated fiducial registration with a nasopharyngeal stent for electromagnetic navigation. - Jon S. Heiselman, Winona L. Richey, Shannon L. Taylor, Michael I. Miga:
Improving accuracy of image-to-physical laparoscopic liver registration via reconstruction of intrahepatic pressure changes from abdominal insufflation.
Ultrasound Image Guidance: Joint Session with Conferences 11598 and 11602
- Julia Wiercigroch, Tamas Ungi, Ahmedou Moulaye Idriss, Yahya Tfeil, Ron Kikinis, Parvin Mousavi, Gabor Fichtinger:
Ultrasound-guided needle placement system optimized for translation to Mauritania. - Tobias Wissel, Katharina A. Riedl, Klaus Schaefers, Hannes Nickisch, Fabian J. Brunner, Nikolas Schnellbächer, Stefan Blankenberg, Moritz Seiffert, Michael Grass:
Delineation of coronary stents in intravascular ultrasound pullbacks. - Zoe Hu, Harry Brastianos, Tamas Ungi, Csaba Pinter, Timothy Olding, Martin Korzeniowski, Gabor Fichtinger:
Automated catheter segmentation using 3D ultrasound images in high-dose-rate prostate brachytherapy.
Tissue Classification and characterization
- Francesca Manni, Chuchen Cai, Fons van der Sommen, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi Terander, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó, Peter H. N. de With:
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach. - Ling Ma, Maysam Shahedi, Ted Shi, Martin T. Halicek, James V. Little, Amy Y. Chen, Larry L. Myers, Baran D. Sumer, Baowei Fei:
Pixel-level tumor margin assessment of surgical specimen with hyperspectral imaging and deep learning classification. - Faranak Akbarifar, Amoon Jamzad, Alice M. L. Santilli, M. Kauffman, Natasja N. Y. Janssen, Laura Connolly, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi:
Graph-based analysis of mass spectrometry data for tissue characterization with application in basal cell carcinoma surgery. - Zong Fan, Shenghua He, Su Ruan, Xiaowei Wang, Hua Li:
Deep learning-based multi-class COVID-19 classification with x-ray images. - Andrea Perera-Ortega, Alireza Sedghi, Jonah Isen, Sjoerd B. Vos, Parvin Mousavi, Gavin P. Winston:
Machine learning to detect brain lesions in focal epilepsy.
Future or: Decision Support, Workflow control, and Skill Assessment: Joint Session with Conferences 11598 and 11601
- Shang Gao, Zhaoyuan Ma, Ryosuke Tsumura, Jakub T. Kaminski, Loris Fichera, Haichong K. Zhang:
Augmented immersive telemedicine through camera view manipulation controlled by head motions. - Olivia O'Driscoll, Rebecca Hisey, Daenis Camire, Jason Erb, Daniel Howes, Gabor Fichtinger, Tamas Ungi:
Object detection to compute performance metrics for skill assessment in central venous catheterization. - Tingyan Deng, Shubham Gulati, Ashwin Kumar, William Rodriguez, Benoit M. Dawant, Alexander Langerman:
Automated detection of surgical wounds in videos of open neck procedures using a mask R-CNN.
Data Driven Deformable Image Registration for IGT
- Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
CT-MRI pelvic deformable registration via deep learning. - Runze Han, Craig K. Jones, Michael D. Ketcha, Pengwei Wu, Prasad Vagdargi, Ali Uneri, Junghoon Lee, Mark Luciano, William S. Anderson, Jeffrey H. Siewerdsen:
Deformable MR-CT image registration using an unsupervised synthesis and registration network for neuro-endoscopic surgery. - Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Abdominal CT-CBCT deformable image registration using Deep Neural Network with directional local structural similarity. - Ali Uneri, Pengwei Wu, Craig K. Jones, Michael D. Ketcha, Prasad Vagdargi, Runze Han, Patrick A. Helm, Mark Luciano, William S. Anderson, Jeffrey H. Siewerdsen:
Data-driven deformable 3D-2D registration for guiding neuroelectrode placement in deep brain stimulation. - Sarah Said, Paola Clauser, Nicole V. Ruiter, Pascal A. Baltzer, Torsten Hopp:
Image registration between MRI and spot mammograms for X-ray guided stereotactic breast biopsy: preliminary results.
Novel Applications in Image-Guided Therapy
- Sarah F. Frisken, Parikshit Juvekar, Wenya Linda Bi, Alexandra J. Golby:
Mapping the progression of resection continuously during brain tumor surgery. - Ziteng Liu, Jack H. Noble:
Cochlear implant electric field estimation using 3D neural networks. - Liqiang Ren, Andrea Ferrero, Christopher P. Favazza:
A framework of metal object insertion in the projection domain for interventional CT image quality optimization. - Rohan C. Vijayan, Runze Han, Pengwei Wu, Niral Sheth, Prasad Vagdargi, Sebastian Vogt, Gerhard Kleinszig, Greg M. Osgood, Jeffrey H. Siewerdsen, Ali Uneri:
Fluoroscopic guidance of a surgical robot: pre-clinical evaluation in pelvic guidewire placement. - Johanna Sprenger, Maximilian Neidhardt, Matthias Schlüter, Sarah Latus, Tobias Gosau, Julia Kemmling, Susanne Feldhaus, Udo Schumacher, Alexander Schlaefer:
In-vivo markerless motion detection from volumetric optical coherence tomography data using CNNs. - Lisa Kausch, Moritz Scherer, Sarina Thomas, André Klein, Fabian Isensee, Klaus H. Maier-Hein:
Automatic image-based pedicle screw planning.
Poster Session
- Taehee Jeong, Manasa Bollavaram, Elliott Delaye, Ashish Sirasao:
Neural network pruning for biomedical image segmentation. - John S. H. Baxter, Ehouarn Maguet, Pierre Jannin:
Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning. - Yang Lei, Tonghe Wang, Sibo Tian, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Multi-organ segmentation of male pelvic CT using dual attention networks. - Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Synthetic MRI-aided multi-organ segmentation in head-and-neck cone beam CT. - Lei Tao, Ling Ma, Maoqiang Xie, Xiabi Liu, Zhiqiang Tian, Baowei Fei:
Automatic segmentation of the prostate on MR images based on anatomy and deep learning. - Rui Yang, Amir H. Abdi, Atabak Eghbal, Edward Wang, Khanh Linh Tran, David Yang, Antony Hodgson, Eitan Prisman, Sidney S. Fels:
Snake-based interactive tooth segmentation for 3D mandibular meshes. - Tamara Dupuy, Clément Beitone, Jocelyne Troccaz, Sandrine Voros:
2D/3D deep registration for real-time prostate biopsy navigation. - Jianning Li, Antonio Pepe, Christina Gsaxner, Jan Egger:
An online platform for automatic skull defect restoration and cranial implant design. - Xianjin Dai, Yang Lei, Zhen Tian, Tonghe Wang, Tian Liu, Walter J. Curran, Xiaofeng Yang:
Deep learning-based volumetric image generation from projection imaging for prostate radiotherapy. - Xianjin Dai, Yang Lei, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapy. - Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Tian Liu, Walter J. Curran, Pretesh Patel, Xiaofeng Yang:
Region proposal network for multi-organ segmentation in CT for pancreatic radiotherapy. - Yazan Gharaibeh, Juhwan Lee, Chaitanya Kolluru, Vladislav N. Zimin, Luis A. P. Dallan, Hiram G. Bezerra, David L. Wilson:
Correction of metallic stent struts and guide wire shadows in intravascular optical coherence tomography images using conditional generative adversarial networks. - Qi Chang, Patrick D. Byrnes, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins:
Bronchoscopic video synchronization for interactive multimodal inspection of bronchial lesions. - Ryan B. Duke, Xiaoyao Fan, Songbai Ji, Sohail K. Mirza, Keith D. Paulsen:
Semi-automated calibration of a hand-held stereovision system using a tracked calibration frame for image guided surgery. - Wenkang Fan, Zhuohui Zheng, Wankang Zeng, Yinran Chen, Hong Shi, Jianhua Chen, Suyu Chen, Xinhui Su, Xiongbiao Luo:
A new Eulerian temporal filtering method for boosting endoscopic video motion magnification. - Longquan Chen, Nathan Fettinger, Niraj Rauniyar, Phil Dingman, Jeffrey Meganck:
Quantitative evaluation of a new gamma correction method for endoscopic image improvement. - Isabelle A. Chan, Jesse F. d'Almeida, Alex J. Chiluisa, Thomas L. Carroll, Yuxiang Liu, Loris Fichera:
On the merits of using angled fiber tips in office-based laser surgery of the vocal folds. - Siqi Wang, Ali Zarafshani, Liangzhong Xiang:
Electroacoustic tomography (EAT): 2D electric field reconstruction for electroporation treatment monitoring. - William T. Hrinivich, Junghoon Lee:
Artificial intelligence-based radiotherapy planning with reinforcement learning. - Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst K. Hahn:
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. - Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Radiation dose prediction for pancreatic stereotactic body radiotherapy via convention neural networks. - Yubo Fan, Jianing Wang, Rueben A. Banalagay, Jack H. Noble, Benoit M. Dawant:
Validation of a hybrid active shape and deep learning intracochlear anatomy segmentation method for image-guided cochlear implant programming. - Joshua Pearlson, Franklin King:
Mapping clinically significant lesions from mpMRI using convolution neural network: feasibility assessment in MRI-guided biopsy cases. - I. Bataeva, K. Shah, Rohan Vijayan, Runze Han, Niral Sheth, Gerhard Kleinszig, Sebastian Vogt, Greg M. Osgood, Jeffrey H. Siewerdsen, Ali Uneri:
Intraoperative guidance of orthopaedic instruments using 3D correspondence of 2D object instance segmentations. - Mark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt:
End-to-end forecasting of needle trajectory in percutaneous ablation. - Guy Nir, Lindsay Machan, Fergal Donnellan, Anna Brounstein, Kulwant Singh, D. Gordon Wait, Samuel Victor Lichtenstein, Daniel Gelbart, Eran Elizur:
Automatic detection and tracking of the region of interest during fluoroscopy-guided procedures for radiation exposure reduction. - Yupei Zhang, Yang Lei, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Ultrasound multi-needle detection using deep attention U-Net with TV regularizations. - Soumik Mukhopadhyay, Praful Mathur, Aditya Bharadwaj, Yuri Son, Jun-Sung Park, Srinivas Rao Kudavelly, Sangha Song, Hokyung Kang:
Deep learning based needle tracking in prostate fusion biopsy. - Francesca Manni, Cyril J. Ferrer, Celine E. C. Vincent, Marco Lai, Lambertus W. Bartels, Clemens Bos, Fons van der Sommen, Peter H. N. de With:
Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy. - Patric Bettati, James D. Dormer, Jeff Young, Maysam Shahedi, Baowei Fei:
Virtual reality assisted cardiac catheterization. - Jessica R. Rodgers, Lucas C. Mendez, Douglas A. Hoover, Vikram Velker, David D'Souza, Aaron Fenster:
Toward image-guided gynecologic brachytherapy using intraoperative 3D ultrasound imaging. - Mélanie Donnez, François-Xavier Carton, Florian Le Lann, Emmanuel De Schlichting, Matthieu Chabanas:
Realistic synthesis of brain tumor resection ultrasound images with a generative adversarial network. - Erin Bratu, Linsey Sunderhaus, Katelyn Berg, Robert T. Dwyer, Robert F. Labadie, René H. Gifford, Jack H. Noble:
Electrical stimulation overlap visualization for image-guided cochlear implant programming. - Alice K. Ding, Ma Luo, Michael I. Miga:
Modeling the effects of bipolar helical cuff electrodes in vagus nerve stimulation. - Chen Li, Xiaoyao Fan, Joshua P. Aronson, Keith D. Paulsen:
Optimal boundary conditions for model based brain shift simulation in deep brain stimulation surgery. - Chuangye Wan, Ling Ma, Xiabi Liu, Baowei Fei:
Computer-aided classification of lung nodules on CT images with expert knowledge. - Catherine O. Wu, Babacar Diao, Tamas Ungi, Alireza Sedghi, Ron Kikinis, Parvin Mousavi, Gabor Fichtinger:
Development of an open-source system for prostate biopsy training in Senegal.
Erratum
- Rui Yang, Amir H. Abdi, Atabak Eghbal, Edward Wang, Khanh Linh Tran, David Yang, Antony Hodgson, Eitan Prisman, Sidney S. Fels:
Snake-based interactive tooth segmentation for 3D mandibular meshes (erratum).
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