Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks (English)
- New search for: Pieszko, K.
- New search for: Shanbhag, A.
- New search for: Killekar, A.
- New search for: Lemley, M.
- New search for: Otaki, Y.
- New search for: Van Kriekinge, Serge
- New search for: Kavanagh, Paul
- New search for: Miller, Robert J. H.
- New search for: Miller, Edward J.
- New search for: Bateman, Tim
- New search for: Pieszko, K.
- New search for: Shanbhag, A.
- New search for: Killekar, A.
- New search for: Lemley, M.
- New search for: Otaki, Y.
- New search for: Van Kriekinge, Serge
- New search for: Kavanagh, Paul
- New search for: Miller, Robert J. H.
- New search for: Miller, Edward J.
- New search for: Bateman, Tim
In:
Medical Imaging 2022: Image Processing
;
120323A-120323A-7
;
2022
-
ISBN:
-
ISSN:
- Conference paper / Print
-
Title:Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks
-
Contributors:Pieszko, K. ( author ) / Shanbhag, A. ( author ) / Killekar, A. ( author ) / Lemley, M. ( author ) / Otaki, Y. ( author ) / Van Kriekinge, Serge ( author ) / Kavanagh, Paul ( author ) / Miller, Robert J. H. ( author ) / Miller, Edward J. ( author ) / Bateman, Tim ( author )
-
Conference:Medical Imaging 2022: Image Processing
-
Published in:Medical Imaging 2022: Image Processing ; 120323A-120323A-7Proceedings of SPIE, the International Society for Optical Engineering ; 12032 ; 120323A-120323A-7
-
Publisher:
- New search for: SPIE
-
Publication date:2022-01-01
-
Size:120323A-120323A-7
-
ISBN:
-
ISSN:
-
Type of media:Conference paper
-
Type of material:Print
-
Language:English
-
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.
- 120320A
-
Efficient network with ghost tied block for heart segmentationGuo, Yuhao / Cai, Bin / Liang, Pengpeng / Wang, Kaifeng / Sun, Zhiyong / Xiong, Chi / Song, Bo / Niu, Chaoshi / Cheng, Erkang et al. | 2022
- 120320B
-
Deep variational clustering framework for self-labeling large-scale medical imagesSoleymani, Farzin / Eslami, Mohammad / Elze, Tobias / Bischl, Bernd / Rezaei, Mina et al. | 2022
- 120320C
-
Gaze-based attention to improve the classification of lung diseasesKholiavchenko, Maksim / Pershin, Ilya / Maksudov, Bulat / Mustafaev, Tamerlan / Yuan, Yixuan / Ibragimov, Bulat et al. | 2022
- 120320D
-
CaraNet: context axial reverse attention network for segmentation of small medical objectsLou, Ange / Guan, Shuyue / Ko, Hanseok / Loew, Murray H. et al. | 2022
- 120320E
-
Efficient quality control with mixed CT and CTA datasetsRemedios, Lucas W. / Cai, Leon Y. / Hansen, Colin B. / Remedios, Samuel W. / Landman, Bennett et al. | 2022
- 120320F
-
Comparing Bayesian models for organ contouring in head and neck radiotherapyMody, Prerak P. / Chaves-de-Plaza, Nicolas / Hildebrandt, Klaus / van Egmond, René / de Ridder, Huib / Staring, Marius et al. | 2022
- 120320G
-
Automatic classification of MRI contrasts using a deep Siamese network and one-shot learningChou, Yiyu / Remedios, Samuel W. / Butman, John A. / Pham, Dzung L. et al. | 2022
- 120320H
-
Evaluating the impact of MR image harmonization on thalamus deep network segmentationShao, Muhan / Zuo, Lianrui / Carass, Aaron / Zhuo, Jiachen / Gullapalli, Rao P. / Prince, Jerry L. et al. | 2022
- 120320I
-
Evaluating the impact of MR image contrast on whole brain segmentationHays, Savannah P. / Zuo, Lianrui / Carass, Aaron / Prince, Jerry et al. | 2022
- 120320K
-
Opportunistic CT screening for degenerative deformities and osteoporotic fractures with 3D DeepLabHempe, Hellena / Yilmaz, Eren B. / Meyer, Carsten / Heinrich, Mattias P. et al. | 2022
- 120320L
-
Graph interaction for automated diagnosis of thoracic disease using x-ray imagesJung, Bumjun / Gu, Lin / Harada, Tatsuya et al. | 2022
- 120320M
-
Interactive deep learning for explainable retinal disease classificationVasquez, Mariana / Shakya, Suhev / Wang, Ian / Furst, Jacob / Tchoua, Roselyne / Raicu, Daniela et al. | 2022
- 120320N
-
CascadeNet for hysterectomy prediction in pregnant women due to placenta accreta spectrumDormer, James D. / Villordon, Michael / Shahedi, Maysam / Leitch, Ka'Toria / Do, Quyen N. / Xi, Yin / Lewis, Matthew A. / Madhuranthakam, Ananth J. / Herrera, Christina L. / Spong, Catherine Y. et al. | 2022
- 120320O
-
Context in medical imaging: the case of focal liver lesion classificationRaboh, Moshe / Levanony, Dana / Dufort, Paul / Sitek, Arkadiusz et al. | 2022
- 120320P
-
Evaluating neural network robustness for melanoma classification using mutual informationO'Brien, Molly / Bukowski, Julia / Hager, Greg / Pezeshk, Aria / Unberath, Mathias et al. | 2022
- 120320Q
-
Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRIDuran, Audrey / Dussert, Gaspard / Lartizien, Carole et al. | 2022
- 120320R
-
Fully automated multi-heartbeat echocardiography video segmentation and motion trackingChen, Yida / Zhang, Xiaoyan / Haggerty, Christopher M. / Stough, Joshua V. et al. | 2022
- 120320S
-
Mixed-block neural architecture search for medical image segmentationBosma, Martijn M. A. / Dushatskiy, Arkadiy / Grewal, Monika / Alderliesten, Tanja / Bosman, Peter et al. | 2022
- 120320T
-
Effective hyperparameter optimization with proxy data for multi-organ segmentationShen, Chen / Roth, Holger R. / Nath, Vishwesh / Hayashi, Yuichiro / Oda, Masahiro / Misawa, Kazunari / Mori, Kensaku et al. | 2022
- 120320U
-
Spatial label smoothing via aleatoric uncertainty for bleeding region segmentation from laparoscopic videosQiu, Jie / Hayashi, Yuichiro / Oda, Masahiro / Kitasaka, Takayuki / Takeshita, Nobuyoshi / Ito, Masaaki / Mori, Kensaku et al. | 2022
- 120320V
-
Convolutional neural network with a hybrid loss function for fully automated segmentation of lymphoma lesions in FDG PET imagesYousefirizi, Fereshteh / Dubljevic, Natalia / Ahamed, Shadab / Bloise, Ingrid / Gowdy, Claire / Hyun O, Joo / Farag, Youssef / de Schaetzen, Rodrigue / Martineau, Patrick / Wilson, Don et al. | 2022
- 120320W
-
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learningXie, Hui / Wang, Jui-Kai / Kardon, Randy H. / Garvin, Mona K. / Wu, Xiaodong et al. | 2022
- 120320X
-
LitCall: learning implicit topology for CNN-based aortic landmark localizationBian, Zhangxing / Zhong, Jiayang / Lu, Yanglong / Hatt, Chuck R. / Burris, Nicholas S. et al. | 2022
- 120320Y
-
Deep-learning-based carotid artery vessel wall segmentation in black-blood MRI using anatomical priorsAlblas, Dieuwertje / Brune, Christoph / Wolterink, Jelmer M. et al. | 2022
- 120320Z
-
Visual attribution for deep learning segmentation in medical imagingMullan, Sean / Sonka, Milan et al. | 2022
- 120321A
-
CNN-based pose estimation for assessing quality of ankle-joint X-ray imagesKrönke, Sven / von Berg, Jens / Brueck, Matthias / Bystrov, Daniel / Gooßen, André / Harder, Tim / Lundt, Bernd / May, Jan Marek / Wieberneit, Nataly / Wissel, Tobias et al. | 2022
- 120321B
-
Non-rigid registration of temporal live cell microscopy image sequences using deep learningYin, Wenzhe / Chagin, Vadim O. / Cardoso, M. Cristina / Rohr, Karl et al. | 2022
- 120321C
-
On characterizing the sensitivity of lung computed tomography biomarkers to registration errorHingorani, Rahul / Brown, Nicole L. / Cervantes, Christopher M. / Brown, Robert H. / Gearhart, Andrew S. et al. | 2022
- 120321D
-
Human brain extraction with deep learningLi, Hao / Zhu, Qibang / Hu, Dewei / Gunnala, Manasvi R. / Johnson, Hans / Sherbini, Omar / Gavazzi, Francesco / D’Aiello, Russell / Vanderver, Adeline / Long, Jeffrey D. et al. | 2022
- 120321E
-
A multimodal variational autoencoder for estimating progression scores from imaging and microRNA data in rare neurodegenerative diseasesKmetzsch, Virgilio / Becker, Emmanuelle / Saracino, Dario / Anquetil, Vincent / Rinaldi, Daisy / Camuzat, Agnès / Gareau, Thomas / Le Ber, Isabelle / Colliot, Olivier et al. | 2022
- 120321F
-
Mouse brain extraction using 2-Stage CNNsKim, Yeun / Malamut, Evelyn / Meyer, Cassandra / MacKenzie-Graham, Allan / Shattuck, David W. et al. | 2022
- 120321G
-
Ultra-high-resolution mapping of cortical layers 3T-guided 7T MRIRamadass, Karthik / Rheault, Francois / Cai, Leon Y. / Remedios, Lucas W. / D'Archangel, Micah / Lyu, Ilwoo / Barquero, Laura A. / Newton, Allen T. / Cutting, Laurie E. / Huo, Yuankai et al. | 2022
- 120321H
-
Joint independent component analysis for hypothesizing spatiotemporal relationships between longitudinal gray and white matter changes in preclinical Alzheimer’s diseaseCai, Leon Y. / Rheault, Francois / Kerley, Cailey I. / Aboud, Katherine S. / Beason-Held, Lori L. / Shafer, Andrea T. / Resnick, Susan M. / Jordan, Lori C. / Anderson, Adam W. / Schilling, Kurt G. et al. | 2022
- 120321I
-
A deep recurrent neural network with primal-dual optimization for CT metal artifact reductionIkuta, Masaki / Zhang, Jun et al. | 2022
- 120321J
-
A deep kernel method for PET image reconstructionLi, Siqi / Wang, Guobao et al. | 2022
- 120321K
-
Quantification of muscle, bones, and fat on single slice thigh CTYang, Qi / Yu, Xin / Lee, Ho Hin / Tang, Yucheng / Bao, Shunxing / Gravenstein, Kristofer S. / Moore, Ann Zenobia / Makrogiannis, Sokratis / Ferrucci, Luigi / Landman, Bennett A. et al. | 2022
- 120321L
-
Extending the value of routine lung screening CT with quantitative body composition assessmentXu, Kaiwen / Gao, Riqiang / Tang, Yucheng / Deppen, Steve A. / Sandler, Kim L. / Kammer, Michael N. / Antic, Sanja L. / Maldonado, Fabien / Huo, Yuankai / Khan, Mirza S. et al. | 2022
- 120321M
-
Variational inference for quantifying inter-observer variability in segmentation of anatomical structuresLiu, Xiaofeng / Xing, Fangxu / Marin, Thibault / El Fakhri, Georges / Woo, Jonghye et al. | 2022
- 120321N
-
Parotid gland segmentation with nnU-Net: deployment scenario and inter-observer variability analysisPodobnik, Gašper / Strojan, Primož / Peterlin, Primož / Ibragimov, Bulat / Vrtovec, Tomaž et al. | 2022
- 120321O
-
Application of DatasetGAN in medical imaging: preliminary studiesFan, Zong / Kelkar, Varun / Anastasio, Mark A. / Li, Hua et al. | 2022
- 120321P
-
3D PET image generation with tumour masks using TGANBergen, Robert V. / Rajotte, Jean-Francois / Yousefirizi, Fereshteh / Klyuzhin, Ivan S. / Rahmim, Arman / Ng, Raymond T. et al. | 2022
- 120321Q
-
Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglementLiu, Xiaofeng / Xing, Fangxu / Prince, Jerry L. / Stone, Maureen / El Fakhri, Georges / Woo, Jonghye et al. | 2022
- 120321R
-
Generative adversarial network for coronary artery plaque synthesis in coronary CT angiographyZhai, Zhiwei / Wang, Yining / de Vos, Bob D. / M.H. Noothout, Julia / Planken, Nils / Isgum, Ivana et al. | 2022
- 120321S
-
A deep learning approach to transform two orthogonal X-ray images to volumetric images for image-guided proton therapyChang, Chih-Wei / Lei, Yang / Wang, Tonghe / Zhou, Jun / Lin, Liyong / Bradley, Jeffrey D. / Liu, Tian / Yang, Xiaofeng et al. | 2022
- 120321T
-
Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT datasetZheng, Tong / Oda, Hirohisa / Hayashi, Yuichiro / Nakamura, Shota / Mori, Masaki / Takabatake, Hirotsugu / Natori, Hiroshi / Oda, Masahiro / Mori, Kensaku et al. | 2022
- 120321U
-
Longitudinal changes of connectomes and graph theory measures in agingWang, Yuzhe / Rheault, Francois / Schilling, Kurt G. / Beason-Held, Lori L. / Shafer, Andrea T. / Resnick, Susan M. / Landman, Bennett A. et al. | 2022
- 120321V
-
Perceptually improved T1-T2 MRI translations using conditional generative adversarial networksVaidya, Anurag / Stough, Joshua V. / Patel, Aalpen A. et al. | 2022
- 120321W
-
Reconstruction of visual stimulus from the EEG recordings via generative adversarial networkMishra, Rahul / Sharma, Krishan / Bhavsar, Arnav et al. | 2022
- 120321X
-
Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic imagesDeshpande, Rucha / Anastasio, Mark A. / Brooks, Frank J. et al. | 2022
- 120321Y
-
Progressive GANomaly: anomaly detection with progressively growing GANsMadzia-Madzou, Djennifer K. / Kuijf, Hugo J. et al. | 2022
- 120321Z
-
Image quality assessment of chest CT scans used in functional respiratory imagingVan Steen, Stien / Petrov, Dimitar / Godon, R. / Bonte, S. / Bosmans, H. et al. | 2022
- 120322A
-
Multi-view-based automatic method for multiple diseases screening in retinal OCT imagesWang, Ting / Zhu, Weifang / Wang, Meng / Wang, Lianyu / Chen, Zhongyue / Lin, Tian / Chen, Haoyu / Chen, Xinjian et al. | 2022
- 120322B
-
3D deep neural network to automatically identify TSC structural brain pathology based on MRIShabanian, Mahdieh / Imran, Abdullah Al Zubaer / Siddiqui, Adeel / Davis, Robert L. / Bissler, John J. et al. | 2022
- 120322C
-
Retinal OCT image report generation based on visual and semantic topic attention modelGuo, Chao / Zhu, Weifang / Wang, Ting / Lin, Tian / Chen, Haoyu / Chen, Xinjian et al. | 2022
- 120322D
-
Infant brain age classification: 2D CNN outperforms 3D CNN in small datasetShabanian, Mahdieh / Wenzel, Markus / DeVincenzo, John P. et al. | 2022
- 120322E
-
Structural connectivity-based subtyping of healthy individuals using elastic net subspace clusteringLiu, Weize / Wang, Yaping / He, Youze / Wu, Jingsong / Geng, Xiujuan et al. | 2022
- 120322F
-
Direct and indirect image rotation estimation methods of orthopedic x-ray imagesKunze, Holger / Kordon, Florian / Maier, Andreas / Breininger, Katharina et al. | 2022
- 120322G
-
Normalization techniques for CNN based analysis of surgical cone beam CT volumesMartín Vicario, Celia / Kordon, Florian / Denzinger, Felix / El Barbari, Jan Siad / Privalov, Maxim / Franke, Jochen / Maier, Andreas / Kunze, Holger et al. | 2022
- 120322H
-
MRI-derived cardiac fat modelling for use in ultrasound tissue labelling and classificationGibbons, Colin J. / Klingensmith, Jon D. et al. | 2022
- 120322I
-
Multi-modality fusion coupled with deep learning for improved outcome prediction in head and neck cancerJavanmardi, Arash / Hosseinzadeh, Mahdi / Hajianfar, Ghasem / Nabizadeh, Amir Hossein / Rezaeijo, Seyed Masoud / Rahmim, Arman / Salmanpour, Mohammadreza et al. | 2022
- 120322J
-
U-Net based mitosis detection from H&E-stained images with the semi-automatic annotation using pHH3 IHC-stained imagesLi, Jiaming / Adachi, Toshiyuki / Takeyama, Saori / Yamaguchi, Masahiro / Yagi, Yukako et al. | 2022
- 120322K
-
Classification of global microglia proliferation based on deep learning with local imagesMorera, Hunter / Dave, Palak / Kolinko, Yaroslav / Allen, Kurtis / Alahmari, Saeed / Goldgof, Dmitry / Hall, Lawrence O. / Mouton, Peter R. et al. | 2022
- 120322L
-
Learning to segment cell nuclei in phase-contrast microscopy from fluorescence images for drug discoveryMertanová, Hana / Kybic, Jan / Stanková, Jarmila / Džubák, Petr / Hajdúch, Marián et al. | 2022
- 120322M
-
Integrate memory efficiency methods for self-supervised learning on pathological image analysisLiu, Quan / Millis, Bryan A. / Asad, Zuhayr / Cui, Can / Dean, William F. / Smith, Isabelle T. / Madden, Christopher / Roland, Joseph T. / Zwerner, Jeffrey P. / Zhao, Shilin et al. | 2022
- 120322N
-
Performance analysis in serial-section electron microscopy image registration of neuronal tissueChen, Bohao / Xin, Tong / Han, Hua / Chen, Xi et al. | 2022
- 120322O
-
Towards reduction of expert bias on Gleason score classification via a semi-supervised deep learning strategyPlazas, Miguel / Ramos-Pollán, Raúl / León, Fabian / Martínez, Fabio et al. | 2022
- 120322P
-
Automatic 2D to 3D localization of histological mouse brain sections in the reference atlas using deep learningSadeghi, Maryam / Neto, Pedro / Ramos-Prats, Arnau / Castaldi, Federico / Paradiso, Enrica / Mahmoodian, Naghmeh / Ferraguti, Francesco / Goebel, Georg et al. | 2022
- 120322Q
-
Automated quality check of corpus callosum segmentation using deep learningHerrera, William J. / Appenzeller, Simone / Reis, Fabiano / Rodrigues Pereira, Danilo / Pinheiro Bento, Mariana / Rittner, Letícia et al. | 2022
- 120322R
-
A Pareto front based methodology to better assess medical image registration algorithmsJoutard, Samuel / Dorent, Reuben / Vercauteren, Tom / Modat, Marc et al. | 2022
- 120322S
-
Supervised deep generation of high-resolution arterial phase computed tomography kidney substructure atlasLee, Ho Hin / Tang, Yucheng / Bao, Shunxing / Xu, Yan / Yang, Qi / Yu, Xin / Fogo, Agnes B. / Harris, Raymond / de Caestecker, Mark P. / Spraggins, Jeffery M. et al. | 2022
- 120322T
-
Multi-objective dual simplex-mesh based deformable image registration for 3D medical images - proof of conceptAndreadis, Georgios / Bosman, Peter A. N. / Alderliesten, Tanja et al. | 2022
- 120322U
-
Thin shell demons for dental scan registrationSahu, Pranjal / Gerber, Samuel / Zhao, Qingyu / Nguyen, Tung / McCormick, Matt / Paniagua, Beatriz / Vicory, Jared et al. | 2022
- 120322V
-
Data variation-aware medical image segmentationDushatskiy, Arkadiy / Lowe, Gerry / Bosman, Peter A. N. / Alderliesten, Tanja et al. | 2022
- 120322W
-
Semi-supervised segmentation of tooth from 3D scanned dental archesAlsheghri, Ammar / Ghadiri, Farnoosh / Zhang, Ying / Lessard, Olivier / Keren, Julia / Cheriet, Farida / Guibault, François et al. | 2022
- 120322X
-
Novel dataset and evaluation of state-of-the-art vessel segmentation methodsBizjak, Žiga / Chien, Aichi / Burnik, Iza / Špiclin, Žiga et al. | 2022
- 120322Y
-
Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentationXing, Xiaodan / Wu, Yinzhe / Firmin, David / Gatehouse, Peter / Yang, Guang et al. | 2022
- 120322Z
-
Automated fractured femur segmentation using CNNVicory, Jared / Sahu, Pranjal / Wee, Hwabok / Nam, Hannah / Chopra, Avani / Reid, Spence / Lewis, Gregory S. / Arikatla, Sreekanth et al. | 2022
- 120323A
-
Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networksPieszko, K. / Shanbhag, A. / Killekar, A. / Lemley, M. / Otaki, Y. / Van Kriekinge, Serge / Kavanagh, Paul / Miller, Robert J. H. / Miller, Edward J. / Bateman, Tim et al. | 2022
- 120323B
-
Weakly supervised brain tumor segmentation via semantic affinity deep neural networkYerachmiel, Moshe / Greenspan, Hayit et al. | 2022
- 120323C
-
Investigation of multi-cohort brain MRI segmentation in infantsFu, Pengfei / Wang, Yaping / Shen, Jinyuan / Geng, Xiujuan et al. | 2022
- 120323E
-
Improving deep learning based liver vessel segmentation using automated connectivity analysisThielke, Felix / Kock, Farina / Hänsch, Annika / Georgii, Joachim / Abolmaali, Nasreddin / Endo, Itaru / Meine, Hans / Schenk, Andrea et al. | 2022
- 120323F
-
Accelerating 2D abdominal organ segmentation with active learningYu, Xin / Tang, Yucheng / Yang, Qi / Lee, Ho Hin / Bao, Shunxing / Moore, Ann Zenobia / Ferrucci, Luigi / Landman, Bennett A. et al. | 2022
- 120323G
-
Segmentation of kidney stones in endoscopic video feedsStoebner, Zachary A. / Lu, Daiwei / Hong, Seok Hee / Kavoussi, Nicholas L. / Oguz, Ipek et al. | 2022
- 120323I
-
Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentationvan der Graaf, Jasper W. / van Hooff, Miranda L. / Buckens, Constantinus F. M. / Lessmann, Nikolas et al. | 2022
- 120323J
-
Deep-learning-based markerless tumor localization using 2D KV/MV imageLei, Yang / Tian, Zhen / Qiu, Richard / Wang, Tonghe / Roper, Justin / Higgins, Kristin / Bradley, Jeffrey D. / Liu, Tian / Yang, Xiaofeng et al. | 2022
- 120323K
-
Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRIHu, Tao / Itoh, Hayato / Oda, Masahiro / Saiki, Shinji / Hattori, Nobutaka / Kamagata, Koji / Aoki, Shigeki / Mori, Kensaku et al. | 2022
- 120323L
-
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fittingTorres, Helena R. / Oliveira, Bruno / Morais, Pedro R. / Fritze, Anne / Birdir, Cahit / Rüdiger, Mario / Fonseca, Jaime C. / Vilaça, João L. et al. | 2022
- 120323M
-
A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphomaAhamed, Shadab / Dubljevic, Natalia / Bloise, Ingrid / Gowdy, Claire / Martineau, Patrick / Wilson, Don / Uribe, Carlos F. / Rahmim, Arman / Yousefirizi, Fereshteh et al. | 2022
- 120323N
-
Evaluating transformer-based semantic segmentation networks for pathological image segmentationNguyen, Cam / Asad, Zuhayr / Deng, Ruining / Huo, Yuankai et al. | 2022
- 120323O
-
Automatic lung segmentation in dynamic thoracic MRI using two-stage deep convolutional neural networksXie, Lipeng / Udupa, Jayaram K. / Tong, Yubing / McDonough, Joseph M. / Wu, Caiyun / Lott, Carina / Anari, Jason B. / Cahill, Patrick J. / Torigian, Drew A. et al. | 2022
- 120323P
-
COVID-19 lesion segmentation using convolutional LSTM for self-attentionKillekar, Aditya / Grodecki, Kajetan / Lin, Andrew / Cadet, Sebastien / McElhinney, Priscilla / Razipour, Aryabod / Chan, Cato / Pressman, Barry / Julien, Peter / Chen, Peter et al. | 2022
- 120323Q
-
Centerline detection and estimation of pancreatic duct from abdominal CT imagesHattori, C. / Furukawa, D. / Yamazaki, F. / Fujisawa, Y. / Sakaguchi, T. et al. | 2022
- 120323R
-
C-MADA: unsupervised cross-modality adversarial domain adaptation framework for medical image segmentationBaldeon Calisto, Maria G. / Lai-Yuen, Susana K. et al. | 2022
- 120323S
-
A distribution-based method for thermal damage model analysis and optimization in brain laser interstitial thermal therapyLiang, Libin / Gao, Tingting / Ding, Hui / Wang, Guangzhi et al. | 2022
- 120323T
-
Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson’s disease diagnosisItoh, Hayato / Oda, Masahiro / Saiki, Shinji / Hattori, Nobutaka / Kamagata, Koji / Aoki, Shigeki / Mori, Kensaku et al. | 2022
- 120323U
-
Multimodal neuroimaging in pediatric type 1 diabetes: a pilot multisite feasibility study of acquisition quality, motion, and variabilityCai, Leon Y. / Tanase, Costin / Anderson, Adam W. / Ramadass, Karthik / Rheault, Francois / Lee, Chelsea A. / Patel, Niral J. / Jones, Sky / LeStourgeon, Lauren M. / Mahon, Alix et al. | 2022
- 120323V
-
Acute branch retinal artery occlusion segmentation based on Bayes posterior probability and deep learningGuo, Chao / Zhu, Weifang / Wang, Meng / Liu, Ming / Chen, Zhongyue / Chen, Xinjian et al. | 2022
- 120323W
-
Effects of defacing whole head MRI on neuroanalysisGao, Chenyu / Jin, Linghao / Prince, Jerry L. / Carass, Aaron et al. | 2022
- 1203201
-
Front Matter: Volume 12032| 2022
- 1203203
-
Mapping the impact of non-linear gradient fields on diffusion MRI tensor estimationKanakaraj, Praitayini / Hansen, Colin B. / Rheault, Francois / Cai, Leon Y. / Ramadass, Karthik / Rogers, Baxter P. / Schilling, Kurt G. / Landman, Bennett A. et al. | 2022
- 1203204
-
Multi-scale sparse representation-based shadow inpainting for retinal OCT imagesTang, Yaoqi / Li, Yufan / Liu, Hongshan / Li, Jiaxuan / Jin, Peiyao / Gan, Yu / Ling, Yuye / Su, Yikai et al. | 2022
- 1203205
-
Measuring strain in diffusion-weighted data using tagged magnetic resonance imagingXing, Fangxu / Liu, Xiaofeng / Reese, Timothy G. / Stone, Maureen / Wedeen, Van J. / Prince, Jerry L. / El Fakhri, Georges / Woo, Jonghye et al. | 2022
- 1203206
-
Unsupervised denoising of retinal OCT with diffusion probabilistic modelHu, Dewei / Tao, Yuankai K. / Oguz, Ipek et al. | 2022
- 1203207
-
A benchmark of denoising digital breast tomosynthesis in projection domain: neural network-based and traditional methodsNakamura de Araújo, Darlan M. / Salvadeo, Denis H. P. / de Paula, Davi D. et al. | 2022
- 1203208
-
Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosisSchmidt-Mengin, Marius / Ricigliano, Vito A. G. / Bodini, Benedetta / Morena, Emanuele / Colombi, Annalisa / Hamzaoui, Maryem / Yazdan Panah, Arya / Stankoff, Bruno / Colliot, Olivier et al. | 2022
- 1203209
-
Tumor tracking in 4D CT images for adaptive radiotherapyKronemeijer, Pieter / Gavves, Efstratios / Sonke, Jan-Jakob / Teuwen, Jonas et al. | 2022
- 1203210
-
Unsupervised domain adaptation for segmentation with black-box source modelLiu, Xiaofeng / Yoo, Chaehwa / Xing, Fangxu / Kuo, C.-C. Jay / El Fakhri, Georges / Kang, Je-Won / Woo, Jonghye et al. | 2022
- 1203211
-
Do I know this? segmentation uncertainty under domain shiftHoebel, Katharina / Bridge, Christopher / Lemay, Andreanne / Chang, Ken / Patel, Jay / Rosen, Bruce / Kalpathy-Cramer, Jayashree et al. | 2022
- 1203212
-
Statistical shape model of the spine fitting study: impact of clipping the latent representationAnsart, Manon / Cresson, Thierry / Aubert, Benjamin / de Guise, Jacques A. / Vázquez, Carlos et al. | 2022
- 1203213
-
Mapping pediatric spinal cord development with ageKumar, Ashwin / Vandekar, Simon / Schilling, Kurt / Bhatia, Aashim / Landman, Bennett A. / Smith, Seth et al. | 2022
- 1203214
-
Active shape models with locally weighted componentsBanalagay, Rueben A. / Noble, Jack H. et al. | 2022
- 1203215
-
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal agingDuan, Peiyu / Han, Shuo / Zuo, Lianrui / An, Yang / Liu, Yihao / Alshareef, Ahmed / Lee, Junghoon / Carass, Aaron / Resnick, Susan M. / Prince, Jerry L. et al. | 2022
- 1203216
-
SCU-Net: shape constraint U-Net for prostate segmentation in MR imagesZhao, Yang / Lu, Ke / Xue, Jian / Huang, Bin / Wang, Haiyi / Wu, Huan / Wang, Yifei et al. | 2022
- 1203217
-
Improving automated intracranial artery labeling using atlas-based features in graph convolutional netsVos, I. N. / Ruigrok, Y. M. / Timmins, K. M. / Velthuis, B. K. / Kuijf, H. J. et al. | 2022
- 1203218
-
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking lossSantarossa, Monty / Kilic, Ayse / von der Burchard, Claus / Schmarje, Lars / Zelenka, Claudius / Reinhold, Stefan / Koch, Reinhard / Roider, Johann et al. | 2022
- 1203219
-
Motion correction in retinal optical coherence tomography imaging using deep learning registrationNtatsis, Konstantinos / Sánchez Brea, Luisa / Andrade De Jesus, Danilo / Barbosa-Breda, João / van Walsum, Theo / Bennink, Edwin / Klein, Stefan et al. | 2022
- 1203220
-
Iterative material decomposition with gradient L0-norm minimization for dual-energy CTWang, Qian / Xie, Huiqiao / Wang, Tonghe / Roper, Justin / Tang, Xiangyang / Bradley, Jeffrey D. / Liu, Tian / Yang, Xiaofeng et al. | 2022
- 1203221
-
Impact of improved spatial resolution on radiomic features using photon-counting-detector CTDunning, Chelsea A. S. / Rajendran, Kishore / Fletcher, Joel G. / McCollough, Cynthia H. / Leng, Shuai et al. | 2022
- 1203223
-
A convolutional neural network based super resolution technique of CT image utilizing both sinogram domain and image domain dataYu, Minwoo / Han, Minah / Baek, Jongduk et al. | 2022
- 1203224
-
Adding patient motion from DCE-MRI to anthropomorphic phantoms for dedicated breast CTMikerov, Mikhail / Michielsen, Koen / Moriakov, Nikita / Sechopoulos, Ioannis et al. | 2022
- 1203226
-
Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived modelsSimona, Bottani / Thibeau-Sutre, Elina / Maire, Aurélien / Ströer, Sebastian / Dormont, Didier / Colliot, Olivier / Burgos, Ninon et al. | 2022
- 1203227
-
An anatomy-based iteratively searching convolutional neural network for organ localization in CT imagesLiu, Tiange / Tan, Meng / Tong, Yubing / Torigian, Drew A. / Udupa, Jayaram K. et al. | 2022
- 1203228
-
Anatomy-guided deep learning for object localization in medical imagesJin, Chao / Udupa, Jayaram / Zhao, Liming / Tong, Yubing / Odhner, Dewey / Pednekar, Gargi / Nag, Sanghita / Lewis, Sharon / Poole, Nicholas / Mannikeri, Sutirth et al. | 2022
- 1203229
-
Multi-agent reinforcement learning pipeline for anatomical landmark detection in minipigsBrzus, Michal / Powers, Alexander B. / Knoernschild, Kevin S. / Sieren, Jessica C. / Johnson, Hans J. et al. | 2022
- 1203230
-
BDG-Net: boundary distribution guided network for accurate polyp segmentationQiu, Zihuan / Wang, Zhichuan / Zhang, Miaomiao / Xu, Ziyong / Fan, Jie / Xu, Linfeng et al. | 2022
- 1203231
-
Bridging the domain gap for medical image segmentation with multimodal MIND featuresKruse, Christian N. / Heinrich, Mattias P. et al. | 2022
- 1203232
-
Benefits of auxiliary information in deep learning-based teeth segmentationDascalu, Tudor Laurentiu / Kuznetsov, Artem / Ibragimov, Bulat et al. | 2022
- 1203233
-
Enhancing organ at risk segmentation with improved deep neural networksIsler, Ilkin / Lisle, Curtis / Rineer, Justin / Kelly, Patrick / Turgut, Damla / Ricci, Jacob / Bagci, Ulas et al. | 2022
- 1203234
-
TIDAQUNET: tissue identification and quantification network for mid-thigh CT segmentationMakrogiannis, Sokratis / Annasamudram, Nagasoujanya / Biswas, Taposh et al. | 2022
- 1203235
-
BAA-Net: attention-based CNN for automatic placental segmentation of MR imagesJia, Jia / Wang, Yaping / Yan, Chenyu et al. | 2022
- 1203236
-
Deep learning-based breast tissue segmentation in digital mammography: generalization across views and vendorsVerboom, Sarah D. / Caballo, Marco / Broeders, Mireille J. M. / Teuwen, Jonas / Sechopoulos, Ioannis et al. | 2022
- 1203237
-
A novel approach to form normal distribution of medical image segmentation based on multiple doctors' annotationsZhou, Zicong / Liao, Guojun et al. | 2022
- 1203238
-
Semi-automated intracranial aneurysm segmentation and neck detectionLe, Nam H. / Samaniego, Edgar A. / Raghuram, Ashrita / Sanchez, Sebastian / Zhang, Honghai / Sonka, Milan et al. | 2022
- 1203239
-
2D nnUNet for classification and segmentation of anatomical structures in fetal torso ultrasoundDacho, Clara / Gabauer, David / Brunner, David / Fischer, Lukas et al. | 2022