Medical Imaging: Image Processing

Publications

2023

James Huang, Maysam Shahedi, Quyen N. Do, Yin Xi, Matthew A. Lewis, Christina L. Herrera, David Owen, Catherine Y. Spong, Ananth J. Madhuranthakam, Diane M. Twickler, Baowei Fei
Topography-based feature extraction of the human placenta from prenatal MR images. Medical Imaging: Image Processing (2023)
Zhipeng Li, Gaoyu Chen, Hao Gao, Yong Long
Supervised transform learning for limited angle tomographic reconstruction. Medical Imaging: Image Processing (2023)
Elina Thibeau-Sutre, Jelmer M. Wolterink, Olivier Colliot, Ninon Burgos
How can data augmentation improve attribution maps for disease subtype explainability. Medical Imaging: Image Processing (2023)
Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang
Deep learning-based multi-organ CT segmentation with adversarial data augmentation. Medical Imaging: Image Processing (2023)
Maryam Khani, Philippe Debanné, Hubert Labelle, Stefan Parent, Farida Cheriet
Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet). Medical Imaging: Image Processing (2023)
Xueshen Li, Yu Gan, David Duan, Xiao Yang
Detecting human gastric peristalsis using magnetically controlled capsule endoscope via deep learning. Medical Imaging: Image Processing (2023)
Patrick Carnahan, Apurva Bharucha, Mehdi Eskandari, Daniel Bainbridge, Elvis C. S. Chen, Terry M. Peters
Real-time mitral annulus segmentation from 4D transesophageal echocardiography using deep learning regression. Medical Imaging: Image Processing (2023)
Jared Vicory, Christian Herz, Maura Flynn, Alana Cianciulli, Patricia Sabin, Andras Lasso, Matthew A. Jolley, Beatriz Paniagua
Skeletal modeling of the tricuspid valve via cylindrical parameterization. Medical Imaging: Image Processing (2023)
Fereshteh Yousefirizi, Joo Hyun O, Ingrid Bloise, Amirhosein Toosi, Carlos F. Uribe, Arman Rahmim
Revisiting the supervision level in semi-supervised learning for automated tumor segmentation: application to lymphoma FDG PET imaging. Medical Imaging: Image Processing (2023)
Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss. Medical Imaging: Image Processing (2023)
Adriel Silva de Araújo, Leonardo Rosa Amado, Dimitri B. A. Mantovani, Ana Maria Marques da Silva, Márcio Sarroglia Pinho
Interstitial lung disease detection in CT using an ensemble method of patch CNN and radiomic classifier. Medical Imaging: Image Processing (2023)
Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification. Medical Imaging: Image Processing (2023)
Emmanouil Nikolakakis, Gregory Romanchek, Emily Enlow, Shiva Abbaszadeh
Quantum entanglement for identifying true coincidences in a CZT-based PET system. Medical Imaging: Image Processing (2023)
Yue Cheng, Rodolphe Bailly, Bhushan Borotikar, Claire Scavinner-Dorval, Benjamin Fouquet, Douraied Ben Salem, Sylvain Brochard, François Rousseau
Morphological analysis of ankle shorts bones of children with cerebral palsy: a comparative study. Medical Imaging: Image Processing (2023)
Emile Barjou, Francesca Mastropietro, Benjamin Barbrel, Ombeline de La Rochefoucauld, Aboubakr Bakkali, Benoit Recur, Pascal Desbarats
Simultaneous wavefront and 3D tomographic reconstructions for phase imaging using Hartmann sensor. Medical Imaging: Image Processing (2023)
Fangxu Xing, Riwei Jin, Imani Gilbert, Georges El Fakhri, Jamie Perry, Bradley P. Sutton, Jonghye Woo
Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlas. Medical Imaging: Image Processing (2023)
Sung Min Ha, Abdalla Bani, Aristeidis Sotiras
Scalable NMF via linearly optimized data compression. Medical Imaging: Image Processing (2023)
Yuxue Ren, Qian Yao, Na Lei, Haiyan Zhu, Xianfeng David Gu
Shape analysis of ossicular chain based on hyperbolic Ricci flow (Withdrawal Notice). Medical Imaging: Image Processing (2023)
Tianyuan Yao, Francois Rheault, Leon Y. Cai, Vishwesh Nath, Zuhayr Asad, Nancy Newlin, Can Cui, Ruining Deng, Karthik Ramadass, Kurt Schilling, Bennett A. Landman, Yuankai Huo
Deep constrained spherical deconvolution for robust harmonization. Medical Imaging: Image Processing (2023)
Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation. Medical Imaging: Image Processing (2023)
Kaiwen Xu, Mirza S. Khan, Thomas Z. Li, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman
Stratification of lung cancer risk with thoracic imaging phenotypes. Medical Imaging: Image Processing (2023)
Thomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim L. Sandler, Bennett A. Landman
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography. Medical Imaging: Image Processing (2023)
Lucie Dole, Kurt G. Schilling, Hakmook Kang, John C. Gore, Bennett A. Landman
Harmonization of repetition time and scanner effects on estimates of brain hemodynamic response function. Medical Imaging: Image Processing (2023)
Utkarsh Agrawal, Rajesh Langoju, Yasuhiro Imai, Risa Shigemasa, Bipul Das
A deep learning method for pinwheel artifact reduction in CT. Medical Imaging: Image Processing (2023)
Qinhong Yan, Bernard Chi Yuen Chiu
Semi-supervised vessel wall detection and segmentation from 3D femoral MR images. Medical Imaging: Image Processing (2023)
Felix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine
Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentation. Medical Imaging: Image Processing (2023)
Alix Bouffard, Mihaela Pop, Mehran Ebrahimi
Multi-step reinforcement learning for medical image super-resolution. Medical Imaging: Image Processing (2023)
Soorena Salari, Amirhossein Rasoulian, Michele C. Battié, Maryse Fortin, Hassan Rivaz, Yiming Xiao
Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIs. Medical Imaging: Image Processing (2023)
Bidur Khanal, S. M. Kamrul Hasan, Bishesh Khanal, Cristian A. Linte
Investigating the impact of class-dependent label noise in medical image classification. Medical Imaging: Image Processing (2023)
Junlin Guo, Nazirah Mohd Khairi, Don Mitchell Wilkes
Exploring timing patterns around the phase transition of the brain system using resting-state fMRI. Medical Imaging: Image Processing (2023)
Qixiang Ma, Léo Lemarchand, Diane Chan-Sock-Line, Louis Rigal, Antoine Simon, Pascal Haigron
Fully-automatic aortic valve landmarks detection with two-stage-based convolutional neural networks. Medical Imaging: Image Processing (2023)
Jonas Nienhaus, Philipp Matten, Anja Britten, Thomas Schlegl, Eva Höck, Alexander Freytag, Matt Everett, Nancy Hecker-Denschlag, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll
Self-supervised denoising using optimized blind-spot networks for real-time application in 4D-OCT. Medical Imaging: Image Processing (2023)
Bryan P. Bednarski, Aakash D. Shanbhag, Ananya Singh, Robert J. H. Miller, Heidi Gransar, Keiichiro Kuronuma, Tali Sharir, Sharmila Dorbala, Marcelo Di Carli, Matthews B. Fish, Terrence D. Ruddy, Daniel S. Berman, Damini Dey, Piotr J. Slomka
Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction. Medical Imaging: Image Processing (2023)
Phelipi N. Schuck, Adriel Silva de Araújo, Dimitri B. A. Mantovani, Nícollas G. Cavedini, Ana Maria Marques da Silva
Volumetric measurements of brain in multiple sclerosis: comparison of segmentation methods in simulated MRI data. Medical Imaging: Image Processing (2023)
Huahong Zhang, Hao Li, Kathleen E. Larson, Kilian Hett, Ipek Oguz
Domain generalization for robust MS lesion segmentation. Medical Imaging: Image Processing (2023)
Amr S. Elsawy, Tiarnan D. Kenan, Qingyu Chen, Xiaoshuang Shi, Emily Y. Chew, Zhiyong Lu
Attention-based 3D convolutional networks for detection of geographic atrophy from optical coherence tomography scans. Medical Imaging: Image Processing (2023)
Raisa B. Rasul, Morteza Naghavi, Matthew J. Budoff, Anthony P. Reeves
Automated coronary artery calcium segmentation in cardiac CT using combined probability map and feature analysis: a preliminary report. Medical Imaging: Image Processing (2023)
Aakash D. Shanbhag, Konrad Pieszko, Robert J. H. Miller, Aditya Killekar, Waechter Parker, Heidi Gransar, Michelle Williams, Daniel S. Berman, Damini Dey, Piotr J. Slomka
Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT. Medical Imaging: Image Processing (2023)
Malte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca
Anatomy-specific acquisition-agnostic affine registration learned from fictitious images. Medical Imaging: Image Processing (2023)
Rahul Pemmaraju, Daniel Y. Song, Junghoon Lee
Cascaded neural network segmentation pipeline for automated delineation of prostate and organs at risk in male pelvic CT. Medical Imaging: Image Processing (2023)
Xinrui Song, Xuanang Xu, Sheng Xu, Baris Turkbey, Thomas Sanford, Bradford J. Wood, Pingkun Yan
Distance map supervised landmark localization for MR-TRUS registration. Medical Imaging: Image Processing (2023)
Syed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau
A study of attention information from transformer layers in hybrid medical image segmentation networks. Medical Imaging: Image Processing (2023)
Junyang Cai, Christopher M. Haggerty, Joshua V. Stough
Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentation. Medical Imaging: Image Processing (2023)
Runing Xiao, Wei Yu, Shengxian Tu
Cardiac dynamics compensation for intravascular ultrasound sequences. Medical Imaging: Image Processing (2023)
Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Dzung L. Pham, Jerry L. Prince
A deep generative prior for high-resolution isotropic MR head slices. Medical Imaging: Image Processing (2023)
Johanna Dubos, Sang Kyoon Park, Roza M. Vlasova, Juan Prieto, Martin Styner
Dmriprep: open-source diffusion MRI quality control framework with graphical user interface. Medical Imaging: Image Processing (2023)
Dmitry Cherezov, Vidya Sankar Viswanathan, Amit Gupta, Anant Madabhushi
Resolving impact of technical and biological variability on the convolutional neural networks: evaluating chest x-ray scans. Medical Imaging: Image Processing (2023)
Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo Hyun O, Carlos F. Uribe, Rahul Dodhia, Juan Lavista Ferres, Arman Rahmim
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset. Medical Imaging: Image Processing (2023)
Karthik Ramadass, Xin Yu, Leon Y. Cai, Yucheng Tang, Shunxing Bao, Cailey I. Kerley, Micah D'Archangel, Laura A. Barquero, Allen T. Newton, Isabel Gauthier, Rankin W. McGugin, Benoit M. Dawant, Laurie E. Cutting, Yuankai Huo, Bennett A. Landman
Deep whole brain segmentation of 7T structural MRI. Medical Imaging: Image Processing (2023)

volume 12464, 2023

Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023 Medical Imaging: Image Processing 12464 (2023)