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Medical Imaging: Image-Guided Procedures 2020: Houston, TX, USA
- Baowei Fei, Cristian A. Linte:
Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling, Houston, TX, USA, February 15-20, 2020. SPIE Proceedings 11315, SPIE 2020, ISBN 9781510633971
Calibration and Tracking for Image-guided Navigation
- Daniel R. Allen, John Moore, Abigayel Joschko, Collin Clarke, Terry M. Peters, Elvis C. S. Chen
:
Miniature C-arm simulator using wireless accelerometer based tracking. 1131502 - Sing Chun Lee
Pivot calibration concept for sensor attached mobile c-arms. 1131503 - Sonja Jäckle
3D catheter guidance including shape sensing for endovascular navigation. 1131504 - Martin G. Wagner, Sarvesh Periyasamy
Feasibility of 3D motion-compensated needle guidance for TIPS procedures. 1131505 - Roberta Piazza
Towards electromagnetic tracking of J-tip guidewire: precision assessment of sensors during bending tests. 1131506
AI Methods for Image-guided Therapy
- Jianing Wang, Srijata Chakravorti, Yiyuan Zhao, Jack H. Noble, Benoit M. Dawant:
Validation of a metal artifact reduction method based on 3D conditional GANs for CT images of the ear. 1131507 - Grace Pigeau, Lydia Elbatarny, Victoria Wu, Abigael Schonewille, Gabor Fichtinger, Tamas Ungi:
Ultrasound image simulation with generative adversarial network. 1131508 - Alireza Sedghi, Gregory Salomons, Jean-David Jutras, Jim Gooding, L. John Schreiner
Image registration with deep probabilistic classifiers: application in radiation therapy. 1131509 - Chang-Jian Sun, Jayaram K. Udupa, Yubing Tong, Caiyun Wu, Joseph M. McDonough, Catherine Qiu, Carina Lott, Jason B. Anari, Drew A. Torigian, Patrick J. Cahill:
Automatic labeling of respiratory phases and detection of abnormal respiratory signals in free-breathing thoracic dynamic MR image acquisitions based on deep learning. 113150A - S. Capostagno, Alejandro Sisniega
Image-based deformable motion compensation in cone-beam CT: translation to clinical studies in interventional body radiology. 113150B - Tian Xie, Mahya Shahbazi, Yixuan Wu
Stabilized ultrasound imaging of a moving object using 2D B-mode images and convolutional neural network. 113150C
Image-guided Orthopedic Applications
- Jerry Yan
Infrared image-guidance for intraoperative assessment of limb length discrepancy during total hip arthroplasty procedures. 113150D - Sam Papernick
Three-dimensional ultrasound for monitoring knee inflammation and cartilage damage in osteoarthritis and rheumatoid arthritis. 113150E - Runze Han, Ali Uneri
Multi-body registration for fracture reduction in orthopaedic trauma surgery. 113150F - Prasad Vagdargi
Calibration and registration of a freehand video-guided surgical drill for orthopaedic trauma. 113150G - Reza Monfaredi, Pavel Yarmolenko, Eung-Joo Lee
MRI-compatible needle guidance toolkit to streamline arthrography procedures: phantom accuracy study. 113150H
Ultrasound Imaging and Image Guidance: Joint Session with Conferences 11315 and 11319
- Guillaume Lapouge, Gaëlle Fiard, Philippe Poignet
Efficient target tracking for 3D ultrasound-guided needle steering. 113150I - Soumya Ghose, David Mills, Jhimli Mitra, L. Scott Smith, Desmond Teck-Beng Yeo
Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery. 113150J - Jessica R. Rodgers, Derek J. Gillies, W. Thomas Hrinivich, Igor Gyacskov, Aaron Fenster:
Automatic needle localization in intraoperative 3D transvaginal ultrasound images for high-dose-rate interstitial gynecologic brachytherapy. 113150K
Image-guided Neurosurgical Interventions
- Supriya Sathyanarayana, Christoph Leuze, Brian A. Hargreaves, Bruce L. Daniel, Gordon Wetzstein
Comparison of head pose tracking methods for mixed-reality neuronavigation for transcranial magnetic stimulation. 113150L - John S. H. Baxter
Localisation of the subthalamic nucleus in MRI via convolutional neural networks for deep brain stimulation planning. 113150M - Juliane Müller
Intraoperative thermographic perfusion mapping in neurosurgery using regularized semiparametric regression (Conference Presentation). 113150N - Xiaoyao Fan, David W. Roberts, Keith D. Paulsen:
A guidance system for electrode placement in epilepsy cases. 113150O - Chen Li, Xiaoyao Fan, Joshua P. Aronson, Keith D. Paulsen:
Brain deformation compensation for deep brain lead placement surgery: a comparison of simulations driven by surface vs deep brain sparse data. 113150P
AI-based Methods for Tissue Classification: Diagnosis and Therapy Applications
- Laura Connolly, Amoon Jamzad, Martin Kaufmann, Rachel Rubino, Alireza Sedghi, Tamas Ungi, Mark Asselin, Scott Yam, John F. Rudan, Christopher Nicol, Gabor Fichtinger, Parvin Mousavi:
Classification of tumor signatures from electrosurgical vapors using mass spectrometry and machine learning: a feasibility study. 113150Q - Andrew Grebenisan, Alireza Sedghi, Alexandre Menard, Jason Izard, Robert Siemens, Parvin Mousavi:
Towards democratizing AI in MR-based prostate cancer diagnosis: 3.0 to 1.5 Tesla. 113150R - François-Xavier Carton, Matthieu Chabanas, Bodil K. R. Munkvold, Ingerid Reinertsen
Automatic segmentation of brain tumor in intraoperative ultrasound images using 3D U-Net. 113150S
Keynote Presentation
- Michael Friebe:
Healthcare in need of innovation: exponential technology and biomedical entrepreneurship as solution providers (Keynote Paper). 113150T
Augmented Reality for Image-guided Therapy
- James Huang, Martin T. Halicek, Maysam Shahedi, Baowei Fei
Augmented reality visualization of hyperspectral imaging classifications for image-guided brain tumor phantom resection. 113150U - Reza Seifabadi, Ming Li, Dilara Long
Accuracy study of smartglasses/smartphone AR systems for percutaneous needle interventions. 113150V - Patric Bettati, Majid Chalian
Augmented reality-assisted biopsy of soft tissue lesions. 113150W - Chandrakanth Jayachandran Preetha, Jonathan Kloss, Fabian Siegfried Wehrtmann, Lalith Sharan, Carolyn Fan, Beat Peter Müller-Stich
Towards augmented reality-based suturing in monocular laparoscopic training. 113150X
Novel Imaging Technologies for Interventional Guidance
- Jhimli Mitra, Michael MacDonald, David Mills, Soumya Ghose, L. Scott Smith, Shourya Sarcar, Desmond Teck-Beng Yeo
Patient-specific deep deformation models (PsDDM) to register planning and interventional ultrasound volumes in image fusion-guided interventions. 113150Y - James D. Dormer
Image guided mitral valve replacement: registration of 3D ultrasound and 2D x-ray images. 113150Z - Patrick Carnahan, John Moore, Daniel Bainbridge
Multi-view 3D echocardiography volume compounding for mitral valve procedure planning. 1131510 - Maryam E. Rettmann, Stephan Hohmann
Assessment of proton beam ablation in myocardial infarct tissue using delayed contrast-enhanced magnetic resonance imaging. 1131511 - Yuanyuan Sun, Taygun Kekec, Adriaan Moelker, Wiro J. Niessen, Theo van Walsum:
Transformation optimization and image blending for 3D liver ultrasound series stitching. 1131512
Video and Optical Methods for Imaging
- Juhwan Lee, Chaitanya Kolluru, Yazan Gharaibeh
Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images. 1131513 - Soumya Gupta
Motion induced segmentation of stone fragments in ureteroscopy video. 1131514 - Brian J. Davis, Martin G. Wagner, Sarvesh Periyasamy
Evaluation of real-time guidewire navigation using virtual endoscopic 4D fluoroscopy. 1131515 - Colton Barr, Andras Lasso, Mark Asselin, Steve Pieper, Faith C. Robertson, William Brian Gormley, Gabor Fichtinger:
Towards portable image guidance and automatic patient registration using an RGB-D camera and video projector. 1131516 - Jacob Laframboise, Tamas Ungi, Kyle Sunderland, Boris Zevin, Gabor Fichtinger:
Open-source platform for automated collection of training data to support video-based feedback in surgical simulators. 1131517 - Cheng Wang
Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images. 1131518
Robot-assisted Image-guided Therapy
- Lauren Yates, Laura Connolly, Amoon Jamzad, Mark Asselin, Rachel Rubino, Scott Yam, Tamas Ungi, Andras Lasso, Christopher Nicol, Parvin Mousavi, Gabor Fichtinger:
Robotic tissue scanning with biophotonic probe. 1131519 - Rohan C. Vijayan, Runze Han, Pengwei Wu, Niral Sheth, Michael D. Ketcha, Prasad Vagdargi
Image-guided robotic k-wire placement for orthopaedic trauma surgery. 113151A - Claire K. Park, Jeffrey S. Bax, Lori Gardi, Aaron Fenster:
A mechatronic guidance system for positron emission mammography and ultrasound-guided breast biopsy. 113151B - Cong Gao, Robert B. Grupp
Fiducial-free 2D/3D registration of the proximal femur for robot-assisted femoroplasty. 113151C - Jakub T. Kaminski, Khashayar Rafatzand, Haichong K. Zhang:
Feasibility of robot-assisted ultrasound imaging with force feedback for assessment of thyroid diseases. 113151D
Modeling Applications for Image-guided Therapeutics
- Xiaotian Wu, C. Antonio Sánchez, John E. Lloyd, Heather Borgard
Estimating tongue deformation during laryngoscopy using hybrid FEM-multibody model and intraoperative tracking: a cadaver pilot study. 113151E - Jon S. Heiselman, Michael I. Miga:
The image-to-physical liver registration sparse data challenge: characterizing inverse biomechanical model resolution. 113151F - Alice K. Ding, Jon S. Heiselman, Michael I. Miga:
Image data-driven thermal dose prediction for microwave ablation therapy. 113151G - Michael A. Kokko, John D. Seigne, Douglas W. Van Citters, Ryan J. Halter:
Modeling the surgical exposure of anatomy in robot-assisted laparoscopic partial nephrectomy. 113151H
AI-based Image Segmentation and Feature Detection
- Sharmin Sultana, Adam Robinson, Daniel Y. Song, Junghoon Lee:
CNN-based hierarchical coarse-to-fine segmentation of pelvic CT images for prostate cancer radiotherapy. 113151I - S. M. Kamrul Hasan, Cristian A. Linte:
CondenseUNet: a memory-efficient condensely-connected architecture for bi-ventricular blood pool and myocardium segmentation. 113151J - Sven Koehler, Animesh Tandon, Tarique Hussain
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning? 113151K - Winona L. Richey, Jon S. Heiselman, Ma Luo, Ingrid M. Meszoely, Michael I. Miga:
Textual fiducial detection in breast conserving surgery for a near-real time image guidance system. 113151L - Md Belayat Hossain
A deep learning approach for surgical instruments detection in orthopaedic surgery using transfer learning. 113151M
Journal of Medical Imaging Special Section on Interventional and Surgical Data Science
- Tharindu De Silva, S. Swaroop Vedula, Alexander Perdomo-Pantoja, Rohan Vijayan, Sophia A. Doerr, Ali Uneri
SpineCloud: image analytics for predictive modeling of spine surgery outcomes. 113151O - Travis L. Williams
A combined radiomics and cyst fluid inflammatory markers model to predict preoperative risk in pancreatic cystic lesions. 113151Q - Mohammad M. R. Khan, Robert F. Labadie, Jack H. Noble:
Preoperative angular insertion depth prediction in case of lateral wall cochlear implant electrode arrays. 113151R - Spyridon Bakas, Gaurav Shukla, Hamed Akbari
Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. 113151S
Poster Session
- Trevor K. Kuhlengel
Multi-destination procedure planning for comprehensive lymph node staging bronchoscopy. 113151T - Wennan Zhao
Virtual radial-probe endobronchial ultrasound for image-guided bronchoscopy. 113151U - Nazim Haouchine, Parikshit Juvekar
Alignment of cortical vessels viewed through the surgical microscope with preoperative imaging to compensate for brain shift. 113151V - Aditya Bhardwaj, Jun-Sung Park, Soumik Mukhopadhyay, Sikander Sharda, Yuri Son, Bhavya Ajani, Srinivas Rao Kudavelly:
Rigid and deformable corrections in real-time using deep learning for prostate fusion biopsy. 113151W - Marco Lai, Simon Skyrman, Caifeng Shan
Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy. 113151X - Milovan Regodic
Automatic fiducial marker detection and localization in CT images: a combined approach. 113151Y - David Iommi, Alejandra Valladares, Michael Figl, Johann Hummel:
Error analysis for a navigation system using 3D abdominal ultrasound. 113151Z - Adam Kenet
Flexible piezoelectric sensor for real-time image-guided colonoscopies: a solution to endoscopic looping challenges in clinic. 1131520 - Lan Min, Hongxu Yang
Feasibility study of catheter segmentation in 3D Frustum ultrasounds by DCNN. 1131521 - Asha Singanamalli, Jhimli Mitra, Kirk Wallace, Prem Venugopal, Scott Smith, Larry Mo, Lai Yee Leung, Jonathan Morrison, Todd Rasmussen, Luca Marinelli:
Blood flow anomaly detection via generative adversarial networks: a preliminary study. 1131522 - Zhang Chen
Exploiting confident information for weakly supervised prostate segmentation based on image-level labels. 1131523 - Catherine O. Wu, Kyle Sunderland, Mihail Filippov, Ben Sainsbury
Workflow for creation and evaluation of virtual nephrolithotomy training models. 1131524 - Friso G. Heslinga, Hendrik Koffijberg, Robert H. Geelkerken, Robbert Meerwaldt, Thijs G. ter Mors, Carine J. M. Doggen, Marjan Hummel:
Value based decision support to prioritize development of innovative technologies for image-guided vascular surgery in the hybrid operating theater. 1131525 - Alice M. L. Santilli, Csaba Pinter, Bote Jiang, Gernot Kronreif
Open source software platform for interstitial ablation treatment planning. 1131526 - Victoria Wu, Tamas Ungi, Kyle Sunderland, Grace Pigeau, Abigael Schonewille, Gabor Fichtinger:
Automatic segmentation of spinal ultrasound landmarks with U-net using multiple consecutive images for input. 1131527 - Patrick Carnahan, John Moore, Daniel Bainbridge
Applications of VR medical image visualization to chordal length measurements for cardiac procedures. 1131528 - Xiaoyao Fan, Maxwell S. Durtschi, Chen Li, Linton T. Evans, Songbai Ji, Yunliang Cai, Sohail K. Mirza, Keith D. Paulsen:
Stereovision-updated image guidance in multi-level open spine surgery: short vs. long exposure. 1131529 - Saleh Choueib, Ciara McGarry, Melanie Jaeger, Tamas Ungi, Natasja N. Y. Janssen, Gabor Fichtinger, Lindsey Patterson:
Assessment of skill translation of intrathecal needle insertion using real-time needle tracking with an augmented reality display. 113152A - Xiaoxuan Zhang, Ali Uneri
Multi-slot extended view imaging on the O-Arm: image quality and application to intraoperative assessment of spinal morphology. 113152B - Xinqi Liu, Jonah Berg, Franklin King, Nobuhiko Hata:
Computer vision-guided bronchoscopic navigation using dual CNN-generated depth images and ICP registration. 113152C - Nora Boone, Hannah H. Nam, John Moore, Patrick Carnahan, Olivia K. Ginty, Christian Herz, Andras Lasso, Matthew A. Jolley, Elvis C. S. Chen
Patient-specific, dynamic models of hypoplastic left heart syndrome tricuspid valves for simulation and planning. 113152E - Zheng Zhang
A Windows GUI application for real-time image guidance during motion-managed proton beam therapy. 113152F - Keiran Barr, Jacob Laframboise, Tamas Ungi, Lawrence Hookey, Gabor Fichtinger:
Automated segmentation of computed tomography colonography images using a 3D U-Net. 113152G - U. Sampathkumar, Z. Nowroozilarki, Gregory P. Reece, Summer E. Hanson, Fatima A. Merchant:
Spherical harmonics for modeling shape transformations of breasts following breast surgery. 113152H - Nathan Orlando, Derek J. Gillies, Igor Gyacskov, Aaron Fenster:
Deep learning-based automatic prostate segmentation in 3D transrectal ultrasound images from multiple acquisition geometries and systems. 113152I - Derek J. Gillies, Jeffrey S. Bax, Kevin Barker, Lori Gardi, David Tessier, Nirmal Kakani, Aaron Fenster:
Assessment of therapy applicator targeting with a mechanically assisted 3D ultrasound system for minimally invasive focal liver tumor therapy. 113152K - Shan Lin, Xinyu Gu, Randall A. Bly, Kris S. Moe, Blake Hannaford:
Video-based automatic and objective endoscopic sinus surgery skill assessment. 113152L - Ali Uneri
Multi-slot intraoperative imaging and 3D-2D registration for evaluation of long surgical constructs in spine surgery. 113152M - Ryosuke Tsumura, Hiroyasu Iwata:
Development of ultrasonography assistance robot for prenatal care. 113152O - Sophia A. Doerr
Data-driven detection and registration of spine surgery instrumentation in intraoperative images. 113152P - Julia Wiercigroch
Force and torque feedback in endoscopic vessel harvesting. 113152Q - Xiangyu Si, Zhiqiang Tian, Xiaojian Li, Zhang Chen, Gen Li, James D. Dormer:
Multi-step segmentation for prostate MR image based on reinforcement learning. 113152R - Shafiya Sabah, Salam Dhou:
Image-based extraction of breathing signal from cone-beam CT projections. 113152S - Eleni Siampli, Reza Monfaredi, Steve Pieper, Pan Li
A standardized method for accuracy study of MRI-compatible robots: case study: a body-mounted robot. 113152T - Mohammad M. R. Khan, Robert F. Labadie, Jack H. Noble:
Preoperative prediction of insertion depth of lateral wall cochlear implant electrode arrays. 113152U - Ziteng Liu, Ahmet Çakir, Jack H. Noble:
Cochlear implant electrode sequence optimization using patient specific neural stimulation models. 113152V - Matthew Pfefferle, Sarah Shahub, Maysam Shahedi
Renal biopsy under augmented reality guidance. 113152W - Michael Sramek, Yuan Shi
Development of a novel tumor phantom model for head and neck squamous cell carcinoma and its applications. 113152X - Roshan Reddy Upendra
Automated segmentation of cardiac chambers from cine cardiac MRI using an adversarial network architecture. 113152Y - Chuqin Huang, Manuja Sharma
Optical imaging of dental plaque pH. 113152Z - Siddhartha Nanda, Jacob T. Antunes, Kaustav Bera, Justin T. Brady, Kenneth Friedman, Joseph E. Willis, Raj M. Paspulati, Satish E. Viswanath
Texture kinetic features from pre-treatment DCE MRI for predicting pathologic tumor stage regression after neoadjuvant chemoradiation in rectal cancers. 1131530 - Jan Egger, Simon Gunacker, Antonio Pepe, Gian Marco Melito
A comprehensive workflow and framework for immersive virtual endoscopy of dissected aortae from CTA data. 1131531 - Pinyo Taeprasartsit
A personalized approach for microwave ablation treatment planning fusing radiomics and bioheat transfer modeling. 1131532 - Ze Jin, Jayaram K. Udupa, Drew A. Torigian:
Obtaining the potential number of object models/atlases needed in medical image analysis. 1131533
Erratum
- Assessment of proton beam ablation in myocardial infarct tissue using delayed contrast-enhanced magnetic resonance imaging (Erratum). 1131534
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