Table of Contents

• Cascaded U-net for segmentation of endovascular paths in mechanical thrombectomyAurélien de Turenne, François Eugène, Raphaël Blanc, Jérôme Szewczyk, Pascal Haigron. [doi]
• An efficient deep landmark detection network for PLAX EF estimation using sparse annotationsJamie Alexis D. Goco, Mohammad H. Jafari 0001, Christina Luong 0001, Teresa Tsang, Purang Abolmaesumi. [doi]
• Surgical navigation system for image-guided transoral robotic surgery: a proof of conceptYuan Shi, Yajie Lou, Iroha Shirai, Xiaotian Wu, Joseph A. Paydarfar, Ryan J. Halter. [doi]
• Deep image clustering for standardization of radiological workflowsDhruv Patel, Erik Ziegler, Rob Lewis, Parvin Mousavi, Alireza Sedghi. [doi]
• Development of a novel photogrammetry method for acquiring 3D surface models of infant clubfoot anatomyTyler Salvador, Jacob Slagle, Greg Chaprnka, Michael Agronin, Matthew Oetgen, Sean Tabaie, Kevin Cleary, Anuradha Dayal. [doi]
• Automatic labeling of vertebrae in long-length intraoperative imaging with a multi-view, region-based CNNYixuan Huang, Craig K. Jones, Xiaoxuan Zhang, Ashley Johnston, Nafi Aygun, Timothy Witham, Patrick A. Helm, Jeffrey H. Siewerdsen, Ali Uneri. [doi]
• 3D segmentation of the left atrial appendage in computed tomography for planning of transcatheter occlusionPedro Morais, Dominik Nelles, Jan Wilko Schrickel, Georg Nickenig, Jan D'hooge, Alexander Sedaghat, João L. Vilaça. [doi]
• A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiographySatyananda Kashyap, Hakan Bulu, Ashutosh Jadhav, Ronak Dholakia, Amon Y. Liu, Hussain Rangwala, William R. Patterson, Mehdi Moradi. [doi]
• Using orthogonal 2D kV images for target localization via central matching networksChih-Wei Chang, Yang Lei 0002, Tonghe Wang, Liyong Lin, Jun Zhou, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Real-time flexible endoscope navigation within bladder phantom having sparse non-distinct features is enhanced with robotic controlPengcheng Chen, Chen Gong, Andrew Lewis, Yaxuan Zhou, Seyed Mohammad Mohaghegh Poor, Blake Hannaford, Eric J. Seibel. [doi]
• Deep learning-assisted fully automatic fiber tracking for tremor treatmentAnnika Hänsch, Jürgen W. Jenne, Neeraj Upadhyay, Carsten Schmeel, Veronika Purrer, Ullrich Wüllner, Jan Klein 0001. [doi]
• Feasibility of combined optical and acoustic imaging for surgical cavity scanningLaura Connolly, Amoon Jamzad, Arash Nikniazi, Rana Poushimin, Jean-Michel Nunzi, John F. Rudan, Gabor Fichtinger, Parvin Mousavi. [doi]
• Development of a novel, dual-modality image guidance system by combining a focused gamma probe with ultrasound imagingSydney L. M. Wilson, Claire K. Park, Kevin Barker, Jeffrey S. Bax, Hristo N. Nikolov, Aaron Fenster, David W. Holdsworth. [doi]
• Recognizing multiple needle insertion attempts for performance assessment in central venous catheterization trainingCatherine Austin, Rebecca Hisey, Olivia O'Driscoll, Daenis Camire, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger. [doi]
• Sensitivity of intra-cochlear anatomy segmentation methods to varying image acquisition parametersMohammad M. R. Khan, Rueben A. Banalagay, Robert F. Labadie, Jack H. Noble. [doi]
• Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancerRaquel León, Sofia H. Gelado, Himar Fabelo, Samuel Ortega, Laura Quintana, Adam Szolna, Juan F. Piñeiro, Francisco Balea-Fernández, Jesus Morera, Bernardino Clavo, Gustavo Marrero Callicó. [doi]
• LSTM-U-net for the robust segmentation of veins in ultrasound sequencesDaniel Mensing, Johannes Gregori, Jürgen Jenne, Michael Stritt, Björn Gerold, Matthias Günther. [doi]
• Calibration of cine MRI segmentation probability for uncertainty estimation using a multi-task cross-task learning architectureS. M. Kamrul Hasan, Cristian A. Linte. [doi]
• Phase recognition and cautery localization in basal cell carcinoma surgical videosL. 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. [doi]
• Automatic artery/vein classification in 2D-DSA images of stroke patientsVivian 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. [doi]
• Patient-specific electro-anatomical modeling of cochlear implants using deep neural networksZiteng Liu, Jack H. Noble. [doi]
• A low-cost PVC-based dual-modality kidney phantomJeff Young, Maysam Shahedi, James D. Dormer, Brett Johnson, Jeffrey Gahan, Baowei Fei. [doi]
• Video data acquisition accuracy for hand-held stereovision in image-guided surgeryRyan B. Duke, Xiaoyao Fan, Songbai Ji, Sohail K. Mirza, Keith D. Paulsen. [doi]
• Assessing and reducing registration and targeting uncertainty in video-based image-guided renal navigation: an in vitro study featuring virtual targetsPeter Jackson, Kelly Merrell, Richard A. Simon, Cristian A. Linte. [doi]
• Image-guided bronchoscopy for comprehensive lymph node stagingTrevor K. Kuhlengel, Rebecca Bascom, William E. Higgins. [doi]
• Automated tumor localization and segmentation through hybrid neural networkAhmad Qasem, Hui Liu, Zhiguo Zhou. [doi]
• A deep learning-based clinical target volume segmentation in female pelvic MRI for radiation therapy planningFatemeh Zabihollahy, Akila N. Viswanathan, Ehud J. Schmidt, Junghoon Lee. [doi]
• Deep learning-based deformable registration of dynamic contrast enhanced MR images of the kidneyJames Huang, Junyu Guo, Ivan Pedrosa, Baowei Fei. [doi]
• Preoperative-to-interoperative shift in spine pose measured as change in lordosis Cobb angle and its effect on navigational accuracyWilliam R. Warner, Xiaoyao Fan, Ryan B. Duke, Tahsin M. Khan, Songbai Ji, Steven P. Baltic, Sohail K. Mirza, Keith D. Paulsen. [doi]
• A weakly supervised learning approach for surgical instrument segmentation from laparoscopic video sequencesZixin Yang, Richard Simon, Cristian A. Linte. [doi]
• Statistical shape and pose modeling for automated planning in robot-assisted reduction of the ankle syndesmosisAli Uneri, Corey Simmerer, Wojciech Zbijewski, Runze Han, Gerhard Kleinszig, Sebastian Vogt, Kevin Cleary, Jeffrey H. Siewerdsen, Babar Shafiq. [doi]
• Simulation of laparoscopic ultrasound imaging and suturing of the bile duct using siliconeMarine Shao, David Huson, James Clark. [doi]
• Robot-assisted neuroendoscopy for real-time 3D guidance of transventricular approach to deep-brain targetsPrasad Vagdargi, Ali Uneri, Craig K. Jones, Pengwei Wu, Runze Han, M. Luciano, William S. Anderson, Patrick A. Helm, Gregory D. Hager, Jeffrey H. Siewerdsen. [doi]
• Image based registration between full x-ray and spot mammograms for x-ray guided stereotactic breast biopsyS. Said, P. Clauser, Nicole V. Ruiter, Pascal A. Baltzer, Torsten Hopp. [doi]
• Mirror-integrated ultrasound image-guided accessYichuan Tang, Isaac Abouaf, Aditya Malik, Araceli B. Gonzalez, Arnav Mishra, Ryosuke Tsumura, Jakub T. Kaminski, Igor Sorokin, Haichong K. Zhang. [doi]
• Enlarging the longitudinal coverage of a prototype C-arm photon counting CT system for image-guided interventionsKevin Treb, Xu Ji, Mang Feng, Ran Zhang 0009, Sarvesh Periyasamy, Paul F. Laeseke, Ke Li. [doi]
• Feasibility of video-based skills assessment: a study on ultrasound-guided needle insertions using simulated projectionsRaymond Weiming Chan, Rebecca Hisey, Matthew S. Holden. [doi]
• Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapyYang Lei 0002, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• A light-weight deep video network: towards robust assessment of ejection fraction on mobile devicesXinyu Kang, Mohammad H. Jafari 0001, Mohammad Mahdi Kazemi Esfeh, Christina Luong 0001, Teresa Tsang, Purang Abolmaesumi. [doi]
• An unsupervised patient-specific metal artifact reduction framework for proton therapyChih-Wei Chang, Yang Lei 0002, Serdar Charyyev, Shuai Leng, Tim Yoon, Jun Zhou, Xiaofeng Yang 0005, Liyong Lin. [doi]
• Deformable registration of MRI to intraoperative cone-beam CT of the brain using a joint synthesis and registration networkRunze Han, Craig K. Jones, Pengwei Wu, Prasad Vagdargi, Xiaoxuan Zhang, Ali Uneri, J. Lee, M. Luciano, William S. Anderson, Patrick A. Helm, Jeffrey H. Siewerdsen. [doi]
• A level set approach to high fidelity interactive bone shaving for virtual training of surgical osteotomiesAndrew Wilson, Harald Scheirich, Beatriz Paniagua, Raymond White, Tung Nguyen, Venkata Sreekanth Arikatla. [doi]
• Continuous-sweep limited angle fluoroscopy guidance for percutaneous needle proceduresMartin G. Wagner, Sarvesh Periyasamy, Joseph F. Whitehead, Paul F. Laeseke, Michael A. Speidel. [doi]
• A novel abdominal phantom model for laparoscopic and robotic exposure of retroperitoneal structuresMichael A. Kokko, John D. Seigne, Douglas W. Van Citters, Ryan J. Halter. [doi]
• Bronchial orifice tracking-based branch level estimation for bronchoscopic navigationCheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hitotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori. [doi]
• Feasibility of object detection for skill assessment in central venous catheterizationOlivia O'Driscoll, Rebecca Hisey, Matthew S. Holden, Daenis Camire, Jason Erb, Daniel Howes, Tamas Ungi, Gabor Fichtinger. [doi]
• Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videosWenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori. [doi]
• Predicting treatment outcome in metastatic melanoma through automated multi-objective model with hyperparameter optimizationZhiguo Zhou, Meijuan Zhou, Zhilong Wang, Xi Chen. [doi]
• A multi-rater comparative study of automatic target localization methods for epilepsy deep brain stimulation proceduresHan Liu, Kathryn L. Holloway, Dario J. Englot, Benoit M. Dawant. [doi]
• QdMRI: a system for a comprehensive analysis of thoracic dynamics via dynamic MRIYubing 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. [doi]
• Ultrasound to CT rigid image registration using CNN for the HIFU treatment of heart arrhythmiasBatoul Dahman, F. Bessier, Jean-Louis Dillenseger. [doi]
• Breast image registration for surgery: insights on material mechanics modelingMorgan J. Ringel, Winona L. Richey, Jon S. Heiselman, Ma Luo, Ingrid M. Meszoely, Michael I. Miga. [doi]
• Quantification of cardiac motion using in vivo fiducial markers for beam ablation of cardiac arrhythmiasMaryam E. Rettmann, Stephan Hohmann, Hiroki Konishi, Laura K. Newman, Amanda J. Deisher, Jon J. Kruse, K. Merrell, R. Foote, Michael G. Herman, Douglas L. Packer. [doi]
• Deep learning based volume-to-slice MRI registration via intentional overfittingYabo Fu, Yang Lei 0002, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Tumor deformation correction for an image guidance system in breast conserving surgeryWinona L. Richey, Jon S. Heiselman, Morgan J. Ringel, Ingrid M. Meszoely, Michael I. Miga. [doi]
• Multi-task deep learning for segmentation and landmark detection in obstetric sonographyMichael B. Allan, Mohammad H. Jafari 0001, 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. [doi]
• Robust registration and phantom validation of mechatronics-assisted MRI-guided needle delivery for prostate focal laser ablation therapyEric Knull, Claire K. Park, Jeffrey S. Bax, David Tessier, Aaron Fenster. [doi]
• Segmentation of the mouse skull for MRI guided transcranial focused ultrasound therapy planningTorsten Hopp, Luca Springer, Carl Gross, Saskia Grudzenski-Theis, Franziska Mathis-Ullrich, Nicole V. Ruiter. [doi]
• Predicting 3D dose distribution with scale attention network for prostate cancer radiotherapySaba Adabi, Tzu-Chi Tzeng, Yading Yuan. [doi]
• Skull-mounted guidance device for intraoperative CT-guided DBS of neurodegenerative diseasesAhmet Yildiz, Timothy Minicozzi, Franklin King, Fumirato Masaki, Garth Rees Cosgrove, Walid I. Essayed, Nobuhiko Hata. [doi]
• From tool to assistant: towards developing adaptive surgical robots for the operating roomAnn Majewicz. [doi]
• Identifying radiomic features associated with disease activity, patient outcomes, and serum phenotypes in pediatric Crohn's disease via MRIPrathyush Chirra, Avani Muchhala, Katelin Amann, Kaajal Krishnan, Jacob Kurowski, Satish E. Viswanath. [doi]
• Controllability of the vagus nerve using directed electrode stimulationBrianna Jacobson, Alice K. Ding, Ma Luo, Kyvia Pereira, Michael I. Miga. [doi]
• Towards real-time 6D pose estimation of objects in single-view cone-beam x-rayChristiaan G. A. Viviers, Joel de Bruijn, Lena Filatova, Peter H. N. de With, Fons van der Sommen. [doi]
• Estimating shift at brain surface in deep brain stimulation using machine learning based methodsKristen Chen, Chen Li, Xiaoyao Fan, Tahsin Khan, Joshua P. Aronson, Keith D. Paulsen. [doi]
• Deep-learning-based modulated radiotherapy dose plan prediction with integration of non-modulated dose distributionShadab Momin, Yang Lei 0002, Jiahan Zhang, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Non-circular CBCT orbit design and realization on a clinical robotic C-arm for metal artifact reductionYiqun 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. [doi]
• Possibility assessment of CBCT metal artifact reduction based on PICCS reconstruction and trajectory optimizationSepideh Hatamikia, Ander Biguri, Gernot Kronreif, Joachim Kettenbach, Tom Russ, Wolfgang Birkfellner. [doi]
• Optimizing the arrangement of fixed light modules in new autonomous surgical lighting systemsAndre Mühlenbrock, Timur Cetin, Dirk Weyhe, Gabriel Zachmann. [doi]
• Numerical simulations and experimental verification of the extent of HIFU-induced tissue necrosisLukasz Fura, Norbert Zolek, Tamara Kujawska. [doi]
• Image-guided system for radial-probe endobronchial ultrasound bronchoscopyWennan Zhao, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins. [doi]
• Synthetic CT skull generation for transcranial MR imaging-guided focused ultrasound interventions with conditional adversarial networksHan Liu, Michelle K. Sigona, Thomas J. Manuel, Li Min Chen, Charles F. Caskey, Benoit M. Dawant. [doi]
• Real-time guidewire tracking and segmentation in intraoperative x-rayBaochang Zhang 0003, Mai Bui 0001, Cheng Wang, Felix Bourier, Heribert Schunkert, Nassir Navab. [doi]
• Design of a modular, multi-arm concentric tube robot featuring roller gearsAdrian N. Florea, Dominick S. Ropella, Ernar Amanov, S. Duke Herrell III, Robert J. Webster III. [doi]
• Registration uncertainty in deforming organs: a novel approach for ensuring navigational confidence during image-guided proceduresJon S. Heiselman, William R. Jarnagin, Michael I. Miga. [doi]
• Automatic internal auditory canal segmentation using a weakly supervised 3D U-NetHannah G. Mason, Jack H. Noble. [doi]
• Semi-automated three-dimensional segmentation for cardiac CT images using deep learning and randomly distributed pointsTed Shi, Maysam Shahedi, Kayla Caughlin, James D. Dormer, Ling Ma 0004, Baowei Fei. [doi]
• Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapyXianjin Dai, Yang Lei 0002, Tonghe Wang, Zhen Tian, Jun Zhou, Mark McDonald, David S. Yu, Beth B. Ghavidel, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Segmentation and classification of total hip endoprosthesis in x-ray imagesHannah Büchner, Maximilian Malik, Heiko Baumgartner, Fabian Springer, Florian Laux, Oliver Burgert. [doi]
• Tissue segmentation for workflow recognition in open inguinal hernia repair trainingElizabeth Klosa, Rebecca Hisey, Tahmina Nazari, Theo Wiggers, Boris Zevin, Tamas Ungi, Gabor Fichtinger. [doi]
• An augmented reality-assisted visualization system for potential applications in prostate biopsyPatric Bettati, James D. Dormer, Maysam Shahedi, Baowei Fei. [doi]
• Motion-compensated targeting in pulmonary interventions using cone-beam CT and locally rigid / globally deformable 3D-2D registrationRohan C. Vijayan, Niral Sheth, Lina Mekki, Alex Lu, Ali Uneri, Alejandro Sisniega, Jessica Maggaragia, Gerhard Kleinszig, Sebastian Vogt, Jeffrey Thiboutot, Hans Lee, Lonny Yarmus, Jeffrey H. Siewerdsen. [doi]
• 2D and 3D-UNet for segmentation of SEEG electrode contacts on post-operative CT scansAnja Pantovic, Irène Ollivier, Caroline Essert. [doi]
• SciKit-SurgeryGlenoid, an open source toolkit for glenoid version measurementAsta Olafsdottir, David Butt, Addie Majed, Mark Falworth, Matthew J. Clarkson, Stephen A. Thompson. [doi]
• Errors of type or errors of degree? Cortical point targeting in transcranial magnetic stimulationJohn S. H. Baxter, Stéphane Croci, Antoine Delmas, Luc Bredoux, Jean-Pascal Lefaucheur, Pierre Jannin. [doi]
• Feasibility of 4D HDR brachytherapy source tracking using C-arm tomography: Monte Carlo investigationRoman Vasyltsiv, Xin Qian, Zhigang Xu, Samuel Ryu, Wei Zhao, Adrian Howansky. [doi]
• Feasibility of planning-CT-free rapid workflow for stereotactic body radiotherapy: removing the need for planning CT by AI-driven, intelligent prediction of body deformationHamed Hooshangnejad, Kai Ding. [doi]
• Patient registration using intraoperative stereovision for open cranial surgeryXiaoyao Fan, Alex Hartov, David W. Roberts, Keith D. Paulsen. [doi]
• Digital application to display brain shift simulation in tumor resection proceduresKush J. Hari, Rohan C. Vijayan, Ma Luo, Jaime Tierney, Jon S. Heiselman, Lola B. Chambless, Reid Carleton Thompson, Michael I. Miga. [doi]
• 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 delineationYubing Tong, Zihan Huang, Jayaram K. Udupa, Leihui Tong, Brandon C. Jones, Gregory Chang, Drew A. Torigian, Chamith S. Rajapakse. [doi]
• Automatic microchannel detection using deep learning in intravascular optical coherence tomography imagesJuhwan 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. [doi]