Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction (English)
- New search for: Bednarski, Bryan
- New search for: Shanbhag, Aakash D.
- New search for: Singh, Ananya D.
- New search for: Miller, Robert J. H.
- New search for: Gransar, Heidi
- New search for: Kuronuma, Keiichiro
- New search for: Sharir, Tali
- New search for: Dorbala, Sharmila
- New search for: Di Carli, Marcelo F.
- New search for: Fish, Matthews B.
- New search for: Bednarski, Bryan
- New search for: Shanbhag, Aakash D.
- New search for: Singh, Ananya D.
- New search for: Miller, Robert J. H.
- New search for: Gransar, Heidi
- New search for: Kuronuma, Keiichiro
- New search for: Sharir, Tali
- New search for: Dorbala, Sharmila
- New search for: Di Carli, Marcelo F.
- New search for: Fish, Matthews B.
In:
Medical Imaging 2023: Image Processing
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124640F-124640F-8
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2023
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ISBN:
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ISSN:
- Conference paper / Print
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Title:Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction
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Contributors:Bednarski, Bryan ( author ) / Shanbhag, Aakash D. ( author ) / Singh, Ananya D. ( author ) / Miller, Robert J. H. ( author ) / Gransar, Heidi ( author ) / Kuronuma, Keiichiro ( author ) / Sharir, Tali ( author ) / Dorbala, Sharmila ( author ) / Di Carli, Marcelo F. ( author ) / Fish, Matthews B. ( author )
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Conference:Medical Imaging 2023: Image Processing
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Published in:Medical Imaging 2023: Image Processing ; 124640F-124640F-8Proceedings of SPIE, the International Society for Optical Engineering ; 12464 ; 124640F-124640F-8
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Publisher:
- New search for: SPIE
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Publication date:2023-01-01
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Size:124640F-124640F-8
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ISBN:
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ISSN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Source:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome predictionBednarski, Bryan / Shanbhag, Aakash D. / Singh, Ananya D. / Miller, Robert J. H. / Gransar, Heidi / Kuronuma, Keiichiro / Sharir, Tali / Dorbala, Sharmila / Di Carli, Marcelo F. / Fish, Matthews B. et al. | 2023
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Synthesizing audio from tongue motion during speech using tagged MRI via transformerLiu, Xiaofeng / Xing, Fangxu / Prince, Jerry / Stone, Maureen / El Fakhri, Georges / Woo, Jonghye et al. | 2023
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Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEsHarkness, Rachael / Frangi, Alejandro F. / Zucker, Kieran / Ravikumar, Nishant et al. | 2023
- 1246412
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Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomographyLi, Thomas Z. / Xu, Kaiwen / Gao, Riqiang / Tang, Yucheng / Lasko, Thomas A. / Maldonado, Fabien / Sandler, Kim L. / Landman, Bennett A. et al. | 2023
- 1246413
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Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiographyManral, Nipun / Lin, Andrew / Park, Caroline / McElhinney, Priscilla / Killekar, Aditya / Hidenari, Matsumoto / Kwiecinski, Jacek / Pieszko, Konrad / Razipour, Aryabod / Grodecki, Kajetan et al. | 2023
- 1246414
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Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIsSalari, Soorena / Rasoulian, Amirhossein / Battie, Michele / Fortin, Maryse / Rivaz, Hassan / Xiao, Yiming et al. | 2023
- 1246415
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L-former: a lightweight transformer for realistic medical image generation and its application to super-resolutionZheng, Tong / Oda, Hirohisa / Hayashi, Yuichiro / Nakamura, Shota / Mori, Masaki / Takabatake, Hirotsugu / Natori, Hiroshi / Oda, Masahiro / Mori, Kensaku et al. | 2023
- 1246416
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Convolutions, transformers, and their ensembles for the segmentation of organs at risk in radiation treatment of cervical cancerKostoulas, Vangelis / Bosman, Peter / Alderliesten, Tanja et al. | 2023
- 1246417
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SynBOLD-DisCo: synthetic BOLD images for distortion correction of fMRI without additional calibration scansYu, Tian / Cai, Leon Y. / Morgan, Victoria L. / Goodale, Sarah E. / Englot, Dario J. / Chang, Catherine E. / Landman, Bennett A. / Schilling, Kurt G. et al. | 2023
- 1246418
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A latent space for unsupervised MR image quality control via artifact assessmentZuo, Lianrui / Xue, Yuan / Dewey, Blake E. / Liu, Yihao / Prince, Jerry L. / Carass, Aaron et al. | 2023
- 1246419
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Supervised transform learning for limited angle tomographic reconstructionLi, Zhipeng / Chen, Gaoyu / Gao, Hao / Long, Yong et al. | 2023
- 1246420
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Topography-based feature extraction of the human placenta from prenatal MR imagesHuang, James / Shahedi, Maysam / Do, Quyen N. / Xi, Yin / Lewis, Matthew A. / Herrera, Christina L. / Owen, David / Spong, Catherine Y. / Madhuranthakam, Ananth J. / Twickler, Diane M. et al. | 2023
- 1246422
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Unsupervised registration refinement for generating unbiased eye atlasLee, Ho Hin / Tang, Yucheng / Bao, Shunxing / Yang, Qi / Yu, Xin / Schey, Kevin L. / Spraggins, Jeffery M. / Huo, Yuankai / Landman, Bennett A. et al. | 2023
- 1246423
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Longitudinal variability analysis on low-dose abdominal CT with deep learning-based segmentationYu, Xin / Tang, Yucheng / Yang, Qi / Lee, Ho Hin / Gao, Riqiang / Bao, Shunxing / Moore, Ann Zenobia / Ferrucci, Luigi / Landman, Bennett A. et al. | 2023
- 1246424
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How can data augmentation improve attribution maps for disease subtype explainabilityThibeau Sutre, Elina / Wolterink, Jelmer M. / Colliot, Olivier / Burgos, Ninon et al. | 2023
- 1246425
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Ultrasound shear wave velocity estimation in a small field of view via spatio-temporal deep learningGrube, Sarah / Bengs, Marcel / Neidhardt, Maximilian / Latus, Sarah / Schlaefer, Alexander et al. | 2023
- 1246426
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Highly accurate deep registration networks for large deformation estimation in compression ultrasoundGraf, Laura F. / Siebert, Hanna / Mischkewitz, Sven / Keuth, Ron / Heinrich, Mattias P. et al. | 2023
- 1246427
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Mapping the impact of approximate gradient nonlinearity fields correction on tractographyKanakaraj, Praitayini / Rheault, Francois / Cai, Leon Y. / Newlin, Nancy / Yeh, Fang-Cheng / Rogers, Baxter P. / Schilling, Kurt G. / Landman, Bennett A. et al. | 2023
- 1246428
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Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PETHassanaly, Ravi / Bottani, Simona / Sauty, Benoit / Colliot, Olivier / Burgos, Ninon et al. | 2023
- 1246429
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New starting point registration method for tagged MRI tongue motion estimationYu, Jinglun / Shao, Muhan / Bian, Zhangxing / Liang, Xiao / Zhuo, Jiachen / Stone, Maureen / Prince, Jerry L. et al. | 2023
- 1246430
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Exploring timing patterns around the phase transition of the brain system using resting-state fMRIGuo, Junlin / Mohd Khairi, Nazirah / Wilkes, Don M. et al. | 2023
- 1246431
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Skeletal modeling of the tricuspid valve via cylindrical parameterizationVicory, Jared / Herz, Christian / Flynn, Maura / Cianciulli, Alana / Sabin, Patricia / Lasso, Andras / Jolley, Matthew A. / Paniagua, Beatriz et al. | 2023
- 1246432
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Synthesis of pediatric brain tumor images with mass effectZhou, Yu / Fu, Jingru / Smedby, Örjan / Moreno, Rodrigo et al. | 2023
- 1246433
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Distance map supervised landmark localization for MR-TRUS registrationSong, Xinrui / Xu, Xuanang / Xu, Sheng / Turkbey, Baris / Sanford, Thomas / Wood, Bradford J. / Yan, Pingkun et al. | 2023
- 1246434
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Segmenting thalamic nuclei from manifold projections of multi-contrast MRIYan, Chang / Shao, Muhan / Bian, Zhangxing / Feng, Anqi / Xue, Yuan / Zhuo, Jiachen / Gullapalli, Rao P. / Carass, Aaron / Prince, Jerry L. et al. | 2023
- 1246436
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Volumetric measurements of brain in multiple sclerosis: comparison of segmentation methods in simulated MRI dataSchuck, Phelipi N. / Araújo, Adriel S. / Mantovani, Dimitri B. A. / Cavedini, Nícollas G. / Marques da Silva, Ana Maria et al. | 2023
- 1246437
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Investigating the impact of class-dependent label noise in medical image classificationKhanal, Bidur / Hasan, S.M. Kamrul / Khanal, Bishesh / Linte, Cristian A. et al. | 2023
- 1246438
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Interstitial lung disease detection in CT using an ensemble method of patch CNN and radiomic classifierSilva de Araújo, Adriel / Amado, Leonardo R. / Mantovani, Dimitri B. A. / Marques da Silva, Ana M. / Pinho, Marcio S. et al. | 2023
- 1246439
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GAN based ROI conditioned synthesis of medical image for data augmentationKim, Yisak / Lee, Jong Hyuk / Kim, Changi / Jin, Kwang Nam / Park, Chang Min et al. | 2023