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Medical Imaging: Image-Guided Procedures 2023: San Diego, CA, USA
- Cristian A. Linte, Jeffrey H. Siewerdsen:
Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, CA, USA, February 19-23, 2023. SPIE Proceedings 12466, SPIE 2023, ISBN 9781510660373
Video: Advances in Endoscopy
- Yuxuan He, William E. Higgins:
Extemporaneous airway route computation during live bronchoscopic procedures. - Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori:
Real bronchoscopic images-based bronchial nomenclature: a preliminary study. - Prasad Vagdargi, Ali Uneri, Craig K. Jones
, Xiaoxuan Zhang, Pengwei Wu, Runze Han, Alejandro Sisniega, Junghoon Lee, Patrick A. Helm, Mark Luciano, William S. Anderson, Gregory D. Hager, Jeffrey H. Siewerdsen:
Real-time 3D neuroendoscopic guidance using SLAM: first clinical studies. - Leo Uramoto, Yuichiro Hayashi, Masahiro Oda
A semantic segmentation method for laparoscopic images using semantically similar groups.
Video: robotic/Laparoscopic Systems
- Tara N. Kemper, Daniel R. Allen, Adam Rankin, Terry M. Peters, Elvis C. S. Chen
Open source video-based hand-eye calibration. - Zixin Yang, Richard A. Simon, Cristian A. Linte:
A disparity refinement framework for learning-based stereo matching methods in cross-domain setting for laparoscopic images. - Kelden Pruitt, Brett Johnson, Jeffrey Gahan, Ling Ma, Baowei Fei:
A high-speed hyperspectral laparoscopic imaging system. - Shang Gao, Yang Wang, Haoying Zhou
Laparoscopic photoacoustic imaging system integrated with the da Vinci surgical system. - Michael A. Kokko, Lucas C. Andersen, Ryan J. Halter:
Evaluating a PSMNet-based pipeline for intraoperative stereo reconstruction with the da Vinci Xi.
Surgical Data Science/Analysis
- Ayesha Syeda, Fahimeh Fooladgar, Amoon Jamzad, Dilakshan Srikanthan
Self-supervised learning and uncertainty estimation for surgical margin detection. - Catherine Austin, Rebecca Hisey, Olivia O'Driscoll, Tamas Ungi, Gabor Fichtinger:
Using uncertainty quantification to improve reliability of video-based skill assessment metrics in central venous catheterization. - Lucas March, Jessica R. Rodgers, Rebecca Hisey, Amoon Jamzad, Alice M. L. Santilli, Doug McKay, John F. Rudan, Martin Kaufmann, Kevin Yi Mi Ren, Gabor Fichtinger, Parvin Mousavi:
Cautery tool state detection using deep learning on intraoperative surgery videos. - Kian Hashtrudi-Zaad, Rebecca Hisey, Elizabeth Klosa, Boris Zevin, Tamas Ungi, Gabor Fichtinger:
Using object detection for surgical tool recognition in simulated open inguinal hernia repair surgery. - Ange Lou, Xing Yao, Ziteng Liu, Jintong Han, Jack H. Noble:
Self-supervised surgical instrument 3D reconstruction from a single camera image. - Krzysztof Gromada
Improved tool tracking algorithm for eye surgery based on combined color space masks.
Cancer Intervention and Analysis
- Cedric J. Rodriguez
Bi-objective optimization of organ properties for the simulation of intracavitary brachytherapy applicator placement in cervical cancer. - Nicole Kitner, Jessica R. Rodgers, Tamas Ungi, Martin Korzeniowski, Timothy Olding, Parvin Mousavi, Gabor Fichtinger:
Multi-catheter modelling in reconstructed 3D transrectal ultrasound images from prostate brachytherapy. - Pezhman Foroughi, Purnima Rajan, Martin Hoßbach, Alican Demir, Jan Hämmelmann, Kenny Harlan, Aliza Mushtaq, Lance A. Mynderse, David A. Woodrum:
Evaluation of a perineal access device for MRI-guided prostate interventions. - Thomas DeSilvio, Leo Bao, Dhruv Seth, Prathyush Chirra, Sneha Singh
Integrating multi-plane and multi-region radiomic features to predict pathologic response to neoadjuvant chemoradiation in rectal cancers via pre-treatment MRI.
Image-Guided Liver Interventions
- Kristy K. Brock:
Advancing image-guided liver ablation through biomechanical modeling and AI (Conference Presentation). - Jon S. Heiselman, Jarrod A. Collins, Morgan J. Ringel, William R. Jarnagin, Michael I. Miga:
Comparison study of sparse data-driven soft tissue registration: preliminary results from the image-to-physical liver registration sparse data challenge. - Bowen Xiang, Jon S. Heiselman, Winona L. Richey, William R. Jarnagin, Michael I. Miga:
Comparison study of intraoperative surface acquisition methods for surgical navigation. - Hua-Chieh Shao, Yunxiang Li
Real-time liver motion estimation via combined surface imaging and single x-ray imaging using a deep learning-based approach (Surf-X) (Conference Presentation). - Alexander Lu, Heyuan Huang, Yicheng Hu, Wojtek Zbijewski, Mathias Unberath, Jeffrey H. Siewerdsen, Clifford R. Weiss, Alejandro Sisniega:
Deformable motion compensation for intraprocedural vascular cone-beam CT with sequential projection domain targeting and vessel-enhancing autofocus.
Thoracic, abdominal, and Cardiac imaging
- Maryam E. Rettmann:
Proton beam ablation of ventricular tachycardia (Conference Presentation). - Emilie Ouraou, Liset Vázquez Romaguera, Marion Tonneau, Houda Bahig, Samuel Kadoury:
Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. - Valentin Boussot
Statistical model for the prediction of lung deformation during video-assisted thoracoscopic surgery. - Yusuf Akhtar
Auto-segmentation of thoraco-abdominal organs in free breathing pediatric dynamic MRI. - Erick L. Oberstar, Martin G. Wagner, Mariya Pravdivtseva, Jingfeng Jiang, Michael A. Speidel:
Dynamic 3D imaging of contrast medium flow on an interventional C-arm using a pulsed injection protocol. - Connor Haberl, Andrew M. Crean, Katie Lekx-Toniolo, Elsayed Ali, Pablo B. Nery, Girish M. Nair, Graham Cook, Fateme Rajabiyazdi, Calum Redpath, Robert A. deKemp:
A 4D visualization tool for treatment planning of non-invasive radioablation in patients with ventricular tachycardia.
Imaging/Analysis for surgical Guidance
- Rueben A. Banalagay, Jack H. Noble:
Automatic chorda tympani segmentation with weakly supervised conditional adversarial networks. - Yike Zhang
Self-supervised registration and segmentation on ossicles with a single ground truth label. - Tess Reynolds
Revealing pelvic structures in the presence of metal hip prostheses via non-circular CBCT orbits. - Olivia Radcliffe, Laura Connolly, Tamas Ungi, Caitlin T. Yeo
Navigated surgical resection cavity inspection for breast conserving surgery.
Image-Guided neurosurgery
- Dingjie Su, Danika L. Paulo, Tyler Ball, Victoria L. Morgan, Dario J. Englot, Benoit M. Dawant:
Automatic, deep-learning-based segmentation of the amygdalohippocampectomy resection cavity in MR images. - Dilakshan Srikanthan
Attention-based multi-instance learning for improved glioblastoma detection using mass spectrometry. - Kyvia Pereira, Ma Luo, Michael I. Miga:
Comparison of neural activation models to analyze the impact of brain deformations on neural pathways during DBS procedures. - Xiaoyao Fan, Kristen L. Chen, William R. Warner, Ryan B. Duke, Chen Li, Linton T. Evans, Keith D. Paulsen:
SIFT-based cortical surface shift estimation for intraoperative image updating. - Michael I. Miga, Ma Luo, Jaime Tierney, Winona L. Richey, Jon S. Heiselman, Reid Carleton Thompson:
Accounting for brain shift during image-guided tumor resection surgeries: an intraoperative feasibility study.
Ultrasound + Image-Guided Procedures: Joint Session with Conferences 12466 and 12470
- Avisha Kumar, Yohannes Tsehay, Eduardo A. Gonzalez
Computational modeling towards focused ultrasound therapy for spinal cord injury: visualization of beam propagation through patient-specific anatomy. - Hareem Nisar, Patrick Carnahan, Daniel Bainbridge
An open-source 3D Slicer module for fluoro-free transcatheter vessel navigation.
Thursday morning Keynotes
- Allison M. Okamura:
Seeing and feeling in robot-assisted surgery (Conference Presentation).
Digital and Physical Models
- Frankangel Servin, Jarrod A. Collins, Jon S. Heiselman, Katherine C. Frederick-Dyer
Digital twin forecasting of microwave ablation via fat quantification image-to-grid computational methods. - Daniel R. Allen, Nadia Cattari, Joeana Cambranis Romero, Terry M. Peters, Elvis C. S. Chen
Towards virtual displays in the interventional radiology suite: a feasibility study. - Avery Gosselin, Nimesha Ranasinghe, Terry S. Yoo:
Toward three-dimensional (3D) human biomimetic models for x-ray radiation dosimetry and biomedical image analysis. - Kelly Merrell, Peter Jackson, Richard A. Simon, Cristian A. Linte:
Developing and evaluating the fidelity of patient specific kidney emulating phantoms for image-guided intervention applications.
Image-Guided and robot-Assisted Surgery
- Josh Ehrlich, Chris Yeung, Martin Kaufman, Amoon Jamzad, John F. Rudan, Parvin Mousavi, Gabor Fichtinger, Tamas Ungi:
Determining the time-delay of a mass spectrometry-based tissue sensor. - Abby M. Grillo, John E. Peters, Daniel S. Esser
Design considerations for robotic, MRI-guided, trans-foramen ovale access to the brain. - Rohan C. Vijayan, K. Venkataraman, J. Wei, Niral Sheth, Babar Shafiq, Jeffrey H. Siewerdsen, Wojciech Zbijewski, Gang Li, Kevin Cleary, Ali Uneri:
Multi-body 3D-2D registration for robot-assisted joint reduction: preclinical evaluation in the ankle syndesmosis. - Yixuan Huang, Xiaoxuan Zhang, Ashley Johnston, Craig K. Jones
Multi-modality registration of preoperative MR and intraoperative long-length tomosynthesis using GAN synthesis and 3D-2D registration. - William R. Warner, Xiaoyao Fan, Ryan B. Duke, Kristen L. Chen, Haley Stoner, Chen Li, Shaoju Wu
Towards accounting for intraoperative spine motion: a simulation study of registration between stereovision surfaces.
Surgical Navigation
- Yubo Fan, Mohammad M. R. Khan, Han Liu, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant:
Temporal bone CT synthesis for MR-only cochlear implant preoperative planning. - Athena Reissis, Soojeong Yoo, Matthew J. Clarkson
The effect of luminance on depth perception in augmented reality guided laparoscopic surgery. - David Morton, Laura Connolly, Leah A. Groves, Kyle Sunderland, Amoon Jamzad, John F. Rudan, Gabor Fichtinger, Tamas Ungi, Parvin Mousavi:
Tracked tissue sensing for tumor bed inspection. - Pavel-Dumitru Cernelev, Kristóf Móga, Leah A. Groves, Tamás Haidegger, Gabor Fichtinger, Tamas Ungi:
Determining boundaries of accurate tracking for electromagnetic sensors.
Poster Session
- Elizabeth Fischer, Mikias Gebremeskel, Karun Sharma, Dan Stoianovici, Kevin Cleary:
Cadaveric study of a novel pneumatic biopsy drill for MRI-guided long bone biopsies. - Wennan Zhao
Image-guided radial-probe EBUS bronchoscopy system: live study validation. - Elizabeth Fischer, Pavan Mantripragada, Andrew Keisey Espinoza, Pavel Yarmolenko, Kevin Cleary, Karun Sharma, Reza Monfaredi:
Feasibility of a novel CT grid template for needle-based targeting in a phantom. - Anne von Querfurth, Florian Kordon, Felix Denzinger, Katharina Breininger, Holger Kunze:
Lung, nodule, and airway segmentation using partially annotated data. - Sunder Neelakantan, Mostafa K. Ismail
Volumetric versus distortional deformation in rat lungs. - Kobe Bamps
Augmented reality guidance platform for epicardial access: a phantom study. - Patric Bettati, Baowei Fei:
An advanced system with advanced user interfaces for image-guided intervention applications. - Shaoyan Pan, Jacob F. Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Multi-organ CT segmentation using shifted-window multilayer perceptron mixer. - Sarah Said, Paola Clauser, Nicole V. Ruiter, Pascal A. Baltzer, Torsten Hopp:
Image-based registration between full x-ray and spot mammograms: analysis of registration accuracy in subgroups. - Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala
Deformable image registration of chest CT using deep cycle network. - Kexin Hao, Annan Cai, Xingyu Feng, Ling Ma, Jingwen Zhu, Murong Wang, Yun Zhang, Baowei Fei:
Lung nodule false positive reduction using a central attention convolutional neural network on imbalanced data. - Keiran Barr, Lawrence Hookey, Tamas Ungi, Gabor Fichtinger, Matthew S. Holden:
Analyzing colonoscopy training learning curves using comparative hand tracking assessment. - Ming Li, Nicole Varble
Computer vision-based bronchoscope tracking and navigation tool. - Elizabeth Klosa, Rebecca Hisey, Kian Hashtrudi-Zaad, Boris Zevin, Tamas Ungi, Gabor Fichtinger:
Identifying tool-tissue interactions to distinguish steps in simulated open inguinal hernia repair. - Hanad Elmi, Amoon Jamzad, Mackenzie Sharp, Jessica R. Rodgers, Martin Kaufmann, Tamara Jamaspishvili, Rachael Iseman, David Berman, John F. Rudan, Gabor Fichtinger, Parvin Mousavi:
ViPRE: an open-source software implementation for end-to-end analysis of mass spectrometry data. - Chris Yeung, Joshua Ehrlich, Amoon Jamzad, Martin Kaufmann, John F. Rudan, Cecil Jay Engel, Parvin Mousavi, Tamas Ungi, Gabor Fichtinger:
Cautery trajectory analysis for evaluation of resection margins in breast-conserving surgery. - Huong Pham, Dang Bich Thuy Le, Meredith Sadinski, Ram Narayanan, Aleksandar Nacev, Bin Zheng:
Deep learning-based rectum segmentation on low-field prostate MRI to assist image-guided biopsy. - Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Surgical area recognition from laparoscopic images in laparoscopic gastrectomy for gastric cancer using label smoothing and uncertainty. - Wanwen Chen, Qi Zeng, Thomas D. Milner, Razeyeh Bagherinasab, Farahna Sabiq, Eitan Prisman, Emily H. T. Pang, Septimiu E. Salcudean:
Feasibility of MRI-US registration in oropharynx for transoral robotic surgery. - Ademola Enitan Ilesanmi, Jayaram K. Udupa, Yubing Tong, Tiange Liu, Dewey Odhner, Gargi Pednekar, Sanghita Nag, Sharon Lewis, Joe Camaratta, Steve Owens, Drew A. Torigian:
Auto-segmentation of thoracic brachial plexuses for radiation therapy planning. - Hannah G. Mason, Jack H. Noble:
Atlas-based automatic internal auditory canal localization with a weakly-supervised 3D U-Net. - Amairanny Espinosa, Morgan J. Ringel, Jon S. Heiselman, Kyvia Pereira, Frankangel Servin, Winona L. Richey, Ingrid M. Meszoely, Michael I. Miga:
Modeling retraction for breast conserving surgery guidance. - Alexander W. Stabile, Morgan J. Ringel, Winona L. Richey, Jon S. Heiselman, Ingrid M. Meszoely, Michael I. Miga:
Stereovision registration using a tracked checkerboard calibration object for a breast surgery image guidance system. - Erin Bratu
Influence of auditory nerve fiber model parameters on electrical stimulus thresholds. - Kush J. Hari, Reid Carleton Thompson, Lola B. Chambless, Michael I. Miga:
Development of a mixed reality application to simulate neurosurgical procedures. - Kyvia Pereira, Ma Luo, Michael I. Miga:
Optimal delivery of vagus nerve stimulation. - Baptiste Noblet, Matthieu Chabanas, Simon Rouzé, Sandrine Voros:
Registration of 2D monocular endoscopy to 3D CBCT for video-assisted thoracoscopic surgery. - Andy Zhang, Mehdi Boudissa, Maxime Nemo, Jérôme Tonetti, Matthieu Chabanas:
Towards a learning-based CT segmentation of acetabular fractures. - Jason Shrand, Jesse F. d'Almeida, Tayfun Efe Ertop, Nicholas L. Kavoussi, Shaan Setia, S. Duke Herrell III, Robert J. Webster III:
A virtual reality framework for evaluating concentric tube surgical robot designs. - Maryam E. Rettmann, Amanda J. Deisher, Tatsuhiko Hirao, Naoto Otsuka, Stephan Hohmann, Hiroki Konishi, Kimitake Imamura, Alexa N. Miller, Jon J. Kruse, D. A. Shumway, Kelly Merrell, Douglas L. Packer:
Assessment of cardiac gating in external beam ablation therapy of ventricular tachycardia. - Laura Torre, Nicholas Hugenberg, Jayson Kemble, Kevin Koo, David R. Holmes III:
Development of a biomechanical monitoring system for flexible ureteroscopy. - Michael A. Kokko, Yuan Shi
Initial image-plane assessment of kinematic-based stereo overlay in trans-oral robotic surgery. - Ryan B. Duke, Xiaoyao Fan, William R. Warner, Steven P. Baltic, Kristen Chen, Linton T. Evans, Songbai Ji, Sohail K. Mirza, Keith D. Paulsen:
Automated localization of mini-screw fiducials in spine CT scans. - Ryodai Fukushima, Toshihiro Takamatsu, Akino Mori, Kounosuke Sato, Kyohei Okubo
Hyperspectral imaging and detection mapping of in vivo biological tissues applying near-infrared laparoscope. - Kristen L. Chen, Chen Li, Joshua Aronson, Xiaoyao Fan, Keith D. Paulsen:
Estimating shift at deep brain targets in deep brain stimulation: a comparison between a machine learning approach and a biomechanical model.
Digital poster Session
- Guanping Xu, Yu Wu, Bei Li, Dongfang Shen, Ming Wu, Ao Wang, Wenkang Fan, Hong Shi, Jianhua Chen, Yinran Chen, Xiongbiao Luo:
Dynamic attention deconvolutional single shot detector for polyp detection and classification in narrow-band imaging.
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