Medical Imaging: Image Processing - researchr conference series publications

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 4474

2023

Synthesizing audio from tongue motion during speech using tagged MRI via transformerXiaofeng Liu 0001, Fangxu Xing, Jerry L. Prince, Maureen Stone 0001, Georges El Fakhri, Jonghye Woo. miip 2023: [doi]

L-former: a lightweight transformer for realistic medical image generation and its application to super-resolutionTong Zheng 0001, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori. miip 2023: [doi]

Longitudinal variability analysis on low-dose abdominal CT with deep learning-based segmentationXin Yu 0002, Yucheng Tang, Qi Yang 0004, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman. miip 2023: [doi]

Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRITao Hu 0009, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori. miip 2023: [doi]

Impact of train- and test-time Hounsfield unit window variation on CT segmentation of liver lesionsZ. Abboud, Samuel Kadoury. miip 2023: [doi]

A deep learning method for pinwheel artifact reduction in CTUtkarsh Agrawal, Rajesh Langoju, Yasuhiro Imai, Risa Shigemasa, Bipul Das. miip 2023: [doi]

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma datasetShadab Ahamed, Yixi Xu, Ingrid Bloise, Joo Hyun O, Carlos F. Uribe, Rahul Dodhia, Juan Lavista Ferres, Arman Rahmim. miip 2023: [doi]

Simultaneous wavefront and 3D tomographic reconstructions for phase imaging using Hartmann sensorEmile Barjou, Francesca Mastropietro, Benjamin Barbrel, Ombeline de La Rochefoucauld, Aboubakr Bakkali, Benoit Recur, Pascal Desbarats. miip 2023: [doi]

Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome predictionBryan 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. miip 2023: [doi]

DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encodingZhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince. miip 2023: [doi]

FastCod: fast brain connectivity in diffusion imagingZhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince. miip 2023: [doi]

Multi-step reinforcement learning for medical image super-resolutionAlix Bouffard, Mihaela Pop, Mehran Ebrahimi. miip 2023: [doi]

Exploiting hospital data warehouses: the challenges of image quality and heterogeneity (Conference Presentation)Ninon Burgos. miip 2023: [doi]

Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentationJunyang Cai, Christopher M. Haggerty, Joshua V. Stough. miip 2023: [doi]

An extensive pixel-level augmentation framework for unsupervised cross-modality domain adaptationMaria G. Baldeon Calisto, Susana K. Lai-Yuen. miip 2023: [doi]

Morphological analysis of ankle shorts bones of children with cerebral palsy: a comparative studyYue Cheng, Rodolphe Bailly, Bhushan Borotikar, Claire Scavinner-Dorval, Benjamin Fouquet, Douraied Ben Salem, Sylvain Brochard, François Rousseau 0002. miip 2023: [doi]

Resolving impact of technical and biological variability on the convolutional neural networks: evaluating chest x-ray scansDmitry Cherezov, Vidya Sankar Viswanathan, Amit Gupta, Anant Madabhushi. miip 2023: [doi]

Feasibility of simulated realistic textured XCAT phantoms for assessment of radiomic feature stabilityJaryd R. Christie, Sarah A. Mattonen. miip 2023: [doi]

Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023Olivier Colliot, Ivana Isgum, editors, Volume 12464 of SPIE Proceedings, SPIE, 2023. [doi]

Interstitial lung disease detection in CT using an ensemble method of patch CNN and radiomic classifierAdriel Silva de Araújo, Leonardo Rosa Amado, Dimitri B. A. Mantovani, Ana Maria Marques da Silva, Marcio S. Pinho. miip 2023: [doi]

Estimation of incomplete organ-coverage using 3D fully convolutional networksHrishikesh Deshpande, Axel Saalbach, Tim Harder, Edna Coetser, Shlomo Gotman, Thomas Bülow, Christian Wülker. miip 2023: [doi]

A two-stage unsupervised domain adaptation method for OCT image segmentationShengyong Diao, Xinjian Chen 0001, Dehui Xiang, Weifang Zhu, Yin Fan, Fei Shi. miip 2023: [doi]

Harmonization of repetition time and scanner effects on estimates of brain hemodynamic response functionLucie Dole, Kurt G. Schilling, Hakmook Kang, John C. Gore, Bennett A. Landman. miip 2023: [doi]

Dmriprep: open-source diffusion MRI quality control framework with graphical user interfaceJohanna Dubos, Sang Kyoon Park, Roza M. Vlasova, Juan Prieto 0001, Martin Styner. miip 2023: [doi]

Attention-based 3D convolutional networks for detection of geographic atrophy from optical coherence tomography scansAmr S. Elsawy, Tiarnan D. Kenan, Qingyu Chen 0001, Xiaoshuang Shi, Emily Y. Chew, Zhiyong Lu. miip 2023: [doi]

Automatic brain pose estimation in fetal MRIRazieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour. miip 2023: [doi]

Introducing soft topology constraints in deep learning-based segmentation using projected pooling lossGuanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot. miip 2023: [doi]

Automatic preprocessing pipeline for white matter functional analyses of large-scale databasesYurui Gao, Dylan R. Lawless, Muwei Li, Yu Zhao, Kurt G. Schilling, Lyuan Xu, Andrea T. Shafer, Lori L. Beason-Held, Susan M. Resnick, Baxter P. Rogers, Zhaohua Ding, Adam W. Anderson, Bennett A. Landman, John C. Gore. miip 2023: [doi]

A multiscale algorithm for computing realistic image transformations: application to the modelling of fetal brain growthFleur Gaudfernau, Stéphanie Allassonière, Erwan Le Pennc. miip 2023: [doi]

Exploring timing patterns around the phase transition of the brain system using resting-state fMRIJunlin Guo, Nazirah Mohd Khairi, Don Mitchell Wilkes. miip 2023: [doi]

An attentional unet with an auxiliary class learning to support acute ischemic stroke segmentation on CTSantiago Gómez, Sebastian Florez, Daniel Mantilla, Paúl Camacho, Nick Tarazona, Fabio Martínez. miip 2023: [doi]

Scalable NMF via linearly optimized data compressionSung Min Ha, Abdalla Bani, Aristeidis Sotiras. miip 2023: [doi]

A study of attention information from transformer layers in hybrid medical image segmentation networksSyed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau. miip 2023: [doi]

Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PETRavi Hassanaly, Simona Bottani, Benoît Sauty, Olivier Colliot, Ninon Burgos. miip 2023: [doi]

Anatomy-specific acquisition-agnostic affine registration learned from fictitious imagesMalte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca. miip 2023: [doi]

Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanismChengjian Hong, Yuanyuan Peng, Weifang Zhu, Dehui Xiang, Fei Shi, Baoqing Nie, Xinjian Chen 0001. miip 2023: [doi]

Image registration of diffusion weighted and conventional breast MRITorsten Hopp, Ibrahim Tabet, Sarah Said, Paola Clauser, Pascal A. Baltzer, Nicole V. Ruiter. miip 2023: [doi]

Deep angiogram: trivializing retinal vessel segmentationDewei Hu, Xing Yao, Jiacheng Wang 0007, Yuankai K. Tao, Ipek Oguz. miip 2023: [doi]

Topography-based feature extraction of the human placenta from prenatal MR imagesJames 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. miip 2023: [doi]

Single-view cone beam CT reconstruction with Swin transformer based deep learningShien Huang, Yonghong Song, Junyan Rong, Tianshuai Liu, Dong Huang, Hongbing Lu. miip 2023: [doi]

Mapping the impact of approximate gradient nonlinearity fields correction on tractographyPraitayini Kanakaraj, Francois Rheault, Leon Y. Cai, Nancy Newlin, Fang-Cheng Yeh, Baxter P. Rogers, Kurt G. Schilling, Bennett A. Landman. miip 2023: [doi]

Batch size go big or go home: counterintuitive improvement in medical autoencoders with smaller batch sizeCailey I. Kerley, Leon Y. Cai, Yucheng Tang, Lori L. Beason-Held, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman. miip 2023: [doi]

Investigating the impact of class-dependent label noise in medical image classificationBidur Khanal, S. M. Kamrul Hasan, Bishesh Khanal, Cristian A. Linte. miip 2023: [doi]

Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet)Maryam Khani, Philippe Debanné, Hubert Labelle, Stefan Parent, Farida Cheriet. miip 2023: [doi]

Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networksAditya Killekar, Jacek Kwiecinski, Mariusz Kruk, Cezary Kepka, Aakash D. Shanbhag, Damini Dey, Piotr J. Slomka. miip 2023: [doi]

How to overcome the data limited segmentation in abdominal CT: multi-planar UNet coupled with augmented contrast-boostingSihwan Kim, Chul Kyun Ahn, Jong Hyo Kim. miip 2023: [doi]

GAN based ROI conditioned synthesis of medical image for data augmentationYisak Kim, Jong Hyuk Lee, Changi Kim, Kwang Nam Jin, Chang Min Park. miip 2023: [doi]

Measurement of the amount of chromosome aberration through object detectionKangsan Kim, Byung-Chul Kim, Sang-Keun Woo. miip 2023: [doi]

Convolutions, transformers, and their ensembles for the segmentation of organs at risk in radiation treatment of cervical cancerVangelis Kostoulas, Peter A. N. Bosman, Tanja Alderliesten. miip 2023: [doi]

Learning to atlas register for rapid segmentation of brain structures in fetal MRITanvi Kulkarni, K. H. Aqil, Jaikishan Jayakumar, Keerthi Ram, Mohanasankar Sivaprakasam. miip 2023: [doi]

Estimation of the ankle-joint space visibility in x-ray images using convolutional neural networksJohannes Köpnick, Jan Marek May, Bernd Lundt, Matthias Brück, Christian Wülker. miip 2023: [doi]

Design and implementation of a real-time research data warehouse: lessons learned from Vanderbilt's ImageVU (Conference Presentation)Bennett A. Landman. miip 2023: [doi]

Unsupervised registration refinement for generating unbiased eye atlasHo Hin Lee, Yucheng Tang, Shunxing Bao, Qi Yang 0004, Xin Yu 0002, Kevin L. Schey, Jeffrey M. Spraggins, Yuankai Huo, Bennett A. Landman. miip 2023: [doi]

Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomographyThomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim L. Sandler, Bennett A. Landman. miip 2023: [doi]

Multi-modality network based on CGAN and attention mechanism for glaucoma gradingLing Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen 0001. miip 2023: [doi]

Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRISophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos. miip 2023: [doi]

Fully-automatic aortic valve landmarks detection with two-stage-based convolutional neural networksQixiang Ma, Léo Lemarchand, Diane Chan-Sock-Line, Louis Rigal, Antoine Simon, Pascal Haigron. miip 2023: [doi]

Implementation of deep learning algorithms for automatic MRI segmentation and fat fraction quantification in individual musclesSandra Martin, Amira Trabelsi, Rémi Andre, Julien Wojak, Etienne Fortanier, Shahram Attatian, Maxime Guye, Marc Dubois, Redha Abdeddaim, David Bendahan. miip 2023: [doi]

Stable classification of diabetic structures from incorrectly labeled OCTA en face images using multi instance learningPhilipp Matten, Julius Scherer, Thomas Schlegl, Jonas Nienhaus, Heiko Stino, Andreas Pollreisz, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll. miip 2023: [doi]

Octree cube constraints in PBD method for high resolution surgical simulationRintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori. miip 2023: [doi]

Comparing voxel- and feature-wise harmonization of complex graph measures from multiple sites for structural brain network investigation of agingNancy R. Newlin, Leon Y. Cai, Tianyuan Yao, Derek B. Archer, Kurt G. Schilling, Timothy J. Hohman, Kimberly R. Pechman, Angela L. Jefferson, Andrea T. Shafer, Susan M. Resnick, Bennett A. Landman. miip 2023: [doi]

Self-supervised denoising using optimized blind-spot networks for real-time application in 4D-OCTJonas Nienhaus, Philipp Matten, Anja Britten, Thomas Schlegl, Eva Höck, Alexander Freytag, Matt Everett, Nancy Hecker-Denschlag, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll. miip 2023: [doi]

Quantum entanglement for identifying true coincidences in a CZT-based PET systemEmmanouil Nikolakakis, Gregory Romanchek, Emily Enlow, Shiva Abbaszadeh. miip 2023: [doi]

Semantic segmentation of individual muscle groups in 3D thigh MRIAzubuike Okorie, Sokratis Makrogiannis, Richard G. Spencer 0001, Rita R. Kalyani, Luigi Ferrucci. miip 2023: [doi]

Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantificationRafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann. miip 2023: [doi]

Deformable registration of 3D CT images with partial liverGiovanni Palma, Greg Padiasek, Arkadiusz Sitek, Paul Dufort, Pedro L. Esquinas, Marc-Michel Rohé. miip 2023: [doi]

Cascaded neural network segmentation pipeline for automated delineation of prostate and organs at risk in male pelvic CTRahul Pemmaraju, Daniel Y. Song, Junghoon Lee. miip 2023: [doi]

Deep whole brain segmentation of 7T structural MRIKarthik Ramadass, Xin Yu 0002, 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. miip 2023: [doi]

Automated coronary artery calcium segmentation in cardiac CT using combined probability map and feature analysis: a preliminary reportRaisa B. Rasul, Morteza Naghavi, Matthew J. Budoff, Anthony P. Reeves. miip 2023: [doi]

Segmentation and identification of fatty infiltration of the erector spinae using deep learningAnshul Ratnaparkhi, Bilwaj Gaonkar, Azim Laiwalla, Elliot Berdy, Matiar Jafari, Abhinav Suri, David Zarrin, Kirstin Cook, Bayard Wilson, Luke Macyszyn, Joel Beckett. miip 2023: [doi]

A deep generative prior for high-resolution isotropic MR head slicesSamuel W. Remedios, Blake E. Dewey, Aaron Carass, Dzung L. Pham, Jerry L. Prince. miip 2023: [doi]

Volumetric measurements of brain in multiple sclerosis: comparison of segmentation methods in simulated MRI dataPhelipi N. Schuck, Adriel Silva de Araújo, Dimitri B. A. Mantovani, Nícollas G. Cavedini, Ana Maria Marques da Silva. miip 2023: [doi]

Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CTAakash D. Shanbhag, Konrad Pieszko, Robert J. H. Miller, Aditya Killekar, Waechter Parker, Heidi Gransar, Michelle Williams, Daniel S. Berman, Damini Dey, Piotr J. Slomka. miip 2023: [doi]

A relative motion model for myocardial infarction detectionRunzhou Shi, Fuyan Wang, Chengjin Yu, Cailing Pu, Gaoning Ning, Huafeng Liu, Hongjie Hu. miip 2023: [doi]

Smooth manifold extraction for 2D synthetic radiography using 2D CNT array-based DTS systemJeongtae Soh, Subong Hyun, Hyeongseok Kim, Mikiko Ito, Young-Jun Jung, Tae Hyung Kim, Seungryong Cho. miip 2023: [doi]

Distance map supervised landmark localization for MR-TRUS registrationXinrui Song, Xuanang Xu, Sheng Xu 0001, Baris Turkbey, Thomas Sanford, Bradford J. Wood, Pingkun Yan. miip 2023: [doi]

Radiology data warehouses: data preparation and dissemination (Conference Presentation)Ronald M. Summers. miip 2023: [doi]

Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentationYicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan van Gemert. miip 2023: [doi]

Can a single image processing algorithm work equally well across all phases of DCE-MRIAdam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh. miip 2023: [doi]

How can data augmentation improve attribution maps for disease subtype explainabilityElina Thibeau-Sutre, Jelmer M. Wolterink, Olivier Colliot, Ninon Burgos. miip 2023: [doi]

Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentationFelix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine. miip 2023: [doi]

ENIGMA, big data, and the human brain: worldwide neuroimaging & genomics of 30 brain diseases in 100, 000 people from 45 countries (Conference Presentation)Paul M. Thompson. miip 2023: [doi]

State-of-the-art object detection algorithms for small lesion detection in PSMA PET: use of rotational maximum intensity projection (MIP) imagesAmirhosein Toosi, Sara Harsini, Shadab Ahamed, Fereshteh Yousefirizi, François Bénard, Carlos F. Uribe, Arman Rahmim. miip 2023: [doi]

Skeletal modeling of the tricuspid valve via cylindrical parameterizationJared Vicory, Christian Herz, Maura Flynn, Alana Cianciulli, Patricia Sabin, Andras Lasso, Matthew A. Jolley, Beatriz Paniagua. miip 2023: [doi]

Deep learning-based image registration method: with application to Scanning Laser Ophthalmoscopy (SLO) longitudinal imagesYuli Wang, Ji Yi. miip 2023: [doi]

Using a GAN for CT contrast enhancement to improve CNN kidney segmentation accuracySpencer Welland, Gabriel Melendez-Corres, Pangyu Teng, Heidi Coy, M. Wasil Wahi-Anwar, Steven S. Raman, Matthew S. Brown. miip 2023: [doi]

Cardiac dynamics compensation for intravascular ultrasound sequencesRuning Xiao, Wei Yu, Shengxian Tu. miip 2023: [doi]

Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlasFangxu Xing, Riwei Jin, Imani Gilbert, Georges El Fakhri, Jamie Perry, Bradley P. Sutton, Jonghye Woo. miip 2023: [doi]

Characterizing visual cortical magnification with topological smoothing and optimal transportationYujian Xiong, Yanshuai Tu, Zhonglin Lu, Yalin Wang 0001. miip 2023: [doi]

Stratification of lung cancer risk with thoracic imaging phenotypesKaiwen Xu, Mirza S. Khan, Thomas Z. Li, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman. miip 2023: [doi]

Semi-supervised vessel wall detection and segmentation from 3D femoral MR imagesQinhong Yan, Bernard Chi Yuen Chiu. miip 2023: [doi]

Deep constrained spherical deconvolution for robust harmonizationTianyuan Yao, Francois Rheault, Leon Y. Cai, Vishwesh Nath, Zuhayr Asad, Nancy Newlin, Can Cui 0006, Ruining Deng, Karthik Ramadass, Kurt Schilling, Bennett A. Landman, Yuankai Huo. miip 2023: [doi]

Meta-learning-based retinal pathology classification from optical coherence tomography imagesZiting Yin, Xinjian Chen 0001, Weifang Zhu, Dehui Xiang, Qing Peng, Fei Shi. miip 2023: [doi]

Revisiting the supervision level in semi-supervised learning for automated tumor segmentation: application to lymphoma FDG PET imagingFereshteh Yousefirizi, Joo Hyun O, Ingrid Bloise, Amirhosein Toosi, Carlos F. Uribe, Arman Rahmim. miip 2023: [doi]

SynBOLD-DisCo: synthetic BOLD images for distortion correction of fMRI without additional calibration scansTian Yu, Leon Y. Cai, Victoria L. Morgan, Sarah E. Goodale, Dario J. Englot, Catherine E. Chang, Bennett A. Landman, Kurt G. Schilling. miip 2023: [doi]

3D body shape for regional and appendicular body composition estimationYijiang Zheng, Zhuoxin Long, Xiaoke Zhang, James K. Hahn. miip 2023: [doi]

Pancreatic CT image segmentation based on transfer learningXiaoyi Zhu, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen 0001. miip 2023: [doi]

The topology-overlap trade-off in retinal arteriole-venule segmentationÁngel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn. miip 2023: [doi]

Links

Filter by Year

[-]
OR AND NOT 1

Filter by Tag

Filter by Author

[+]
OR AND NOT 1

Filter by Top terms

[+]
OR AND NOT 1

Medical Imaging: Image Processing (miip)

Viewing Publication 1 - 100 from 4474

2023

Links

Filter by Year [-]OR AND NOT 1

Filter by Tag

Filter by Author [+]OR AND NOT 1

Filter by Top terms [+]OR AND NOT 1

Medical Imaging: Image Processing (miip)

Viewing Publication 1 - 100 from 4474

2023

Filter by Year

[-]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top terms

[+]
OR AND NOT 1