A probabilistic generative model to discover the treatments of coexisting diseases with missing data (English)
- New search for: Zaballa, Onintze
- Further information on Zaballa, Onintze:
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https://orcid.org/0000-0002-5826-7715
- New search for: Pérez, Aritz
- New search for: Gómez-Inhiesto, Elisa
- Further information on Gómez-Inhiesto, Elisa:
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https://orcid.org/0000-0001-8975-4041
- New search for: Acaiturri-Ayesta, Teresa
- Further information on Acaiturri-Ayesta, Teresa:
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https://orcid.org/0000-0002-9707-2136
- New search for: Lozano, Jose A.
- Further information on Lozano, Jose A.:
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https://orcid.org/0000-0002-4683-8111
- New search for: Zaballa, Onintze
- New search for: Pérez, Aritz
- New search for: Gómez-Inhiesto, Elisa
- New search for: Acaiturri-Ayesta, Teresa
- New search for: Lozano, Jose A.
In:
Computer Methods and Programs in Biomedicine
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243
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A probabilistic generative model to discover the treatments of coexisting diseases with missing data
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Contributors:Zaballa, Onintze ( author ) / Pérez, Aritz ( author ) / Gómez-Inhiesto, Elisa ( author ) / Acaiturri-Ayesta, Teresa ( author ) / Lozano, Jose A. ( author )
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Published in:
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2023-10-15
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 243
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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Simulation of soft tissue deformation under physiological motion based on complementary dynamic methodTang, Liang / Liu, Peter Xiaoping / Hou, Wenguo et al. | 2023
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SaRF: Saliency regularized feature learning improves MRI sequence classificationYou, Suhang / Wiest, Roland / Reyes, Mauricio et al. | 2023
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Hybrid CNN-transformer network for interactive learning of challenging musculoskeletal imagesBi, Lei / Buehner, Ulrich / Fu, Xiaohang / Williamson, Tom / Choong, Peter / Kim, Jinman et al. | 2023
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Implementing new computational methods for the study of JCT and SC inner wall basement membrane biomechanics and hydrodynamicsKarimi, Alireza / Razaghi, Reza / D'costa, Siddharth Daniel / Torbati, Saeed / Ebrahimi, Sina / Rahmati, Seyed Mohammadali / Kelley, Mary J. / Acott, Ted S. / Gong, Haiyan et al. | 2023
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Multi-class classification of thyroid nodules from automatic segmented ultrasound images: Hybrid ResNet based UNet convolutional neural network approachGökmen Inan, Neslihan / Kocadağlı, Ozan / Yıldırım, Düzgün / Meşe, İsmail / Kovan, Özge et al. | 2023
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A cluster-based ensemble approach for congenital heart disease predictionKaur, Ishleen / Ahmad, Tanvir et al. | 2023
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Validation and interpretation of a multimodal drowsiness detection system using explainable machine learningHasan, Md Mahmudul / Watling, Christopher N. / Larue, Grégoire S. et al. | 2023
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NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological dataRostaghi, Mostafa / Rostaghi, Sadegh / Humeau-Heurtier, Anne / Rajji, Tarek K. / Azami, Hamed et al. | 2023
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DeepXplainer: An interpretable deep learning based approach for lung cancer detection using explainable artificial intelligenceWani, Niyaz Ahmad / Kumar, Ravinder / Bedi, Jatin et al. | 2023
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Numerical evaluation and experimental validation of fluid flow behavior within an organ-on-a-chip modelCarvalho, Violeta / Gonçalves, Inês M. / Rodrigues, Nelson / Sousa, Paulo / Pinto, Vânia / Minas, Graça / Kaji, Hirokazu / Shin, Su Ryon / Rodrigues, Raquel O. / Teixeira, Senhorinha F.C.F. et al. | 2023
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An in silico analysis of unsteady flow structures in a microaxial blood pump under a pulsating rotation speedChen, Chenghan / Zhang, Mingkui / Hao, Pengfei / He, Feng / Zhang, Xiwen et al. | 2023
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Needle-tissue interaction model based needle path planning methodLei, Yong / Du, Shilun / Li, Murong / Xu, Tian / Hu, Yingda / Wang, Zhen et al. | 2023
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Enlarging the thermal coagulation volume during thermochemical ablation with alternating acid-base injection by shortening the injection interval: A computational studyMak, Nguoy L. / Ng, Wen H. / Ooi, Ean H. / Lau, Ee V. / Pamidi, N. / Foo, Ji J. / Ooi, Ean T. / Ali, Ahmad F. Mohd et al. | 2023
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Dynamic simulation and analysis of the influence of urethral morphological changes on urodynamics after benign prostatic hyperplasia surgery: A computational fluid dynamics studyWang, Xihao / Liu, Pengyue / Zhao, Sen / Wang, Fei / Li, Xiaodong / Wang, Lianqu / Yan, Yongjun / Zou, Guang-an / Xu, Guoliang et al. | 2023
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A predictive surrogate model for hemodynamics and structural prediction in abdominal aorta for different physiological conditionsTang, Xuan / Wu, ChaoJie et al. | 2023
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A probabilistic generative model to discover the treatments of coexisting diseases with missing dataZaballa, Onintze / Pérez, Aritz / Gómez-Inhiesto, Elisa / Acaiturri-Ayesta, Teresa / Lozano, Jose A. et al. | 2023
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A biomechanical perspective on perineal injuries during childbirthMoura, Rita / Oliveira, Dulce A. / Parente, Marco P.L. / Kimmich, Nina / Natal Jorge, Renato M. et al. | 2023
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Machine learning modeling of lung mechanics: Assessing the variability and propagation of uncertainty in respiratory-system compliance and airway resistanceBarahona, José / Sahli Costabal, Francisco / Hurtado, Daniel E. et al. | 2023
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Automatic segmentation of vocal tract articulators in real-time magnetic resonance imagingRibeiro, Vinicius / Isaieva, Karyna / Leclere, Justine / Felblinger, Jacques / Vuissoz, Pierre-André / Laprie, Yves et al. | 2023
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A multi-branched semantic segmentation network based on twisted information sharing pattern for medical imagesWang, Yuefei / Yu, Xi / Yang, Yixi / Zhang, Xiang / Zhang, Yutong / Zhang, Li / Feng, Ronghui / Xue, Jiajing et al. | 2023
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SFTNet: A microexpression-based method for depression detectionLi, Xingyun / Yi, Xinyu / Ye, Jiayu / Zheng, Yunshao / Wang, Qingxiang et al. | 2023
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Uncovering personal circadian responses to light through particle swarm optimizationVicente-Martínez, Jesús / Bonmatí-Carrión, María Ángeles / Madrid, Juan Antonio / Rol, Maria Angeles et al. | 2023
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High-resolution conductivity reconstruction by electrical impedance tomography using structure-aware hybrid-fusion learningYu, Hao / Liu, Haoyu / Liu, Zhe / Wang, Zeyu / Jia, Jiabin et al. | 2023
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Enlightening the path to NSCLC biomarkers: Utilizing the power of XAI-guided deep learningDwivedi, Kountay / Rajpal, Ankit / Rajpal, Sheetal / Kumar, Virendra / Agarwal, Manoj / Kumar, Naveen et al. | 2023
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Ability of machine-learning based clinical decision support system to reduce alert fatigue, wrong-drug errors, and alert users about look alike, sound alike medicationChen, Chun‑You / Chen, Ya-Lin / Scholl, Jeremiah / Yang, Hsuan-Chia / Li, Yu-Chuan (Jack) et al. | 2023
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A hybrid few-shot multiple-instance learning model predicting the aggressiveness of lymphoma in PET/CT imagesXu, Caiwen / Feng, Jie / Yue, Yong / Cheng, Wanjun / He, Dianning / Qi, Shouliang / Zhang, Guojun et al. | 2023
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Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image spaceFallahpoor, Maryam / Chakraborty, Subrata / Pradhan, Biswajeet / Faust, Oliver / Barua, Prabal Datta / Chegeni, Hossein / Acharya, Rajendra et al. | 2023
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Deep reinforcement learning-based control of chemo-drug dose in cancer treatmentMashayekhi, Hoda / Nazari, Mostafa / Jafarinejad, Fatemeh / Meskin, Nader et al. | 2023
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Brain network classification based on dynamic graph attention information bottleneckDong, Changxu / Sun, Dengdi et al. | 2023
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DualA-Net: A generalizable and adaptive network with dual-branch encoder for medical image segmentationZhang, Yuanyuan Doc. / Han, Ziyi Mrs. / Liu, Lin Mrs. / Wang, Shudong Doc. et al. | 2023
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HCTMFS: A multi-modal feature selection framework with higher-order correlated topological manifold for ESRDaMCISong, Chaofan / Liu, Tongqiang / Shi, Haifeng / Jiao, Zhuqing et al. | 2023
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Evaluation of deep learning training strategies for the classification of bone marrow cell imagesGlüge, Stefan / Balabanov, Stefan / Koelzer, Viktor Hendrik / Ott, Thomas et al. | 2023
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SGABU computational platform for multiscale modeling: Bridging the gap between education and researchGeroski, Tijana / Gkaintes, Orestis / Vulović, Aleksandra / Ukaj, Niketa / Barrasa-Fano, Jorge / Perez-Boerema, Fernando / Milićević, Bogdan / Atanasijević, Aleksandar / Živković, Jelena / Živić, Andreja et al. | 2023
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An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learningMa, Shichao / Chen, Junyi / Ho, Joshua W.K. et al. | 2023
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Simulation of coronary capillary transit time based on full vascular model of the heartWang, Haifeng / Fan, Lei / Choy, Jenny S. / Kassab, Ghassan S. / Lee, Lik Chuan et al. | 2023
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A novel multimodal framework for early diagnosis and classification of COPD based on CT scan images and multivariate pulmonary respiratory diseasesKumar, Santosh / Bhagat, Vijesh / Sahu, Prakash / Chaube, Mithliesh Kumar / Behera, Ajoy Kumar / Guizani, Mohsen / Gravina, Raffaele / Di Dio, Michele / Fortino, Giancarlo / Curry, Edward et al. | 2023
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A calibration and uncertainty quantification analysis of classical, fractional and multiscale logistic models of tumour growthDimitriou, Nikolaos M. / Demirag, Ece / Strati, Katerina / Mitsis, Georgios D. et al. | 2023
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EESCN: A novel spiking neural network method for EEG-based emotion recognitionXu, FeiFan / Pan, Deng / Zheng, Haohao / Ouyang, Yu / Jia, Zhe / Zeng, Hong et al. | 2023
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Automatic myeloblast segmentation in acute myeloid leukemia images based on adversarial feature learningZhang, Zelin / Arabyarmohammadi, Sara / Leo, Patrick / Meyerson, Howard / Metheny, Leland / Xu, Jun / Madabhushi, Anant et al. | 2023
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CASMatching strategy for automated detection and quantification of carotid artery stenosis based on digital subtraction angiographyWulamu, Aziguli / Luo, Jichang / Chen, Saian / Zheng, Han / Wang, Tao / Yang, Renjie / Jiao, Liqun / Zhang, Taohong et al. | 2023
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Determination of optimal injection current pattern for multichannel transcranial electrical stimulation without individual MRI using multiple head modelsLee, Sangjun / Park, Jimin / Lee, Chany / Ahn, Jeongyeol / Ryu, Juhyoung / Lee, Sang-Hun / Im, Chang-Hwan et al. | 2023
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In silico fatigue optimization of TAVR stent designs with physiological motion in a beating heart modelBaylous, Kyle / Helbock, Ryan / Kovarovic, Brandon / Anam, Salwa / Slepian, Marvin / Bluestein, Danny et al. | 2023
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A knowledge graph-based data harmonization framework for secondary data reuseAbad-Navarro, Francisco / Martínez-Costa, Catalina et al. | 2023
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Real-time model-based cerebral perfusion calculation for ischemic strokeSun, Hao / Li, Bao / Liu, Jincheng / Xi, Xiaolu / Zhang, Liyuan / Zhang, Yanping / Li, Guangfei / Guo, Huamei / Gu, Kenan / Wang, Tongna et al. | 2023
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A multi-task learning model with reinforcement optimization for ASD comorbidity discriminationDong, Heyou / Chen, Dan / Chen, Yukang / Tang, Yunbo / Yin, Dingze / Li, Xiaoli et al. | 2023
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Multi-scale context UNet-like network with redesigned skip connections for medical image segmentationQian, Ledan / Wen, Caiyun / Li, Yi / Hu, Zhongyi / Zhou, Xiao / Xia, Xiaonyu / Kim, Soo-Hyung et al. | 2023
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Assessing privacy leakage in synthetic 3-D PET imaging using transversal GANBergen, Robert V. / Rajotte, Jean-Francois / Yousefirizi, Fereshteh / Rahmim, Arman / Ng, Raymond T. et al. | 2023
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Impact on hemodynamics in carotid arteries with carotid webs at different locations: A Numerical Study Integrating Thrombus Growth ModelLiu, Xinhui / Song, Pan / Gao, Qi / Dai, Min / Rao, Junjie / Wen, Jun et al. | 2023
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Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryptionPham, Chi-Hieu / Huynh-The, Thien / Sedgh-Gooya, Ehsan / El-Bouz, Marwa / Alfalou, Ayman et al. | 2023
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Feature recognition in multiple CNNs using sEMG images from a prototype comfort testFu, You-Lei / Song, Wu / Xu, Wanni / Lin, Jie / Nian, Xuchao et al. | 2023
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Self-supervised learning with self-distillation on COVID-19 medical image classificationTan, Zhiyong / Yu, Yuhai / Meng, Jiana / Liu, Shuang / Li, Wei et al. | 2023
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DLFFNet: A new dynamical local feature fusion network for automatic aortic valve calcification recognition using echocardiographyTang, Lingzhi / Wang, Xueqi / Yang, Jinzhu / Wang, Yonghuai / Qu, Mingjun / Li, HongHe et al. | 2023
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k-strip: A novel segmentation algorithm in k-space for the application of skull strippingRempe, Moritz / Mentzel, Florian / Pomykala, Kelsey L. / Haubold, Johannes / Nensa, Felix / Kroeninger, Kevin / Egger, Jan / Kleesiek, Jens et al. | 2023
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Comparison of machine learning methods in the early identification of vasculitides, myositides and glomerulonephritidesRyyppö, Rasmus / Häyrynen, Sergei / Joutsijoki, Henry / Juhola, Martti / Seppänen, Mikko R. J. et al. | 2023
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Modelling coronary flow and myocardial perfusion by integrating a structured-tree coronary flow model and a hyperelastic left ventricle modelWang, Yingjie / Yin, Xueqing et al. | 2023
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Development of a virtual reality-based zygomatic implant surgery training system with global collision detection and optimized finite element method modelLeng, Ao / Zeng, Bolun / Chen, Yizhou / Tu, Puxun / Tao, Baoxin / Chen, Xiaojun et al. | 2023
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AI-powered interpretable imaging phenotypes noninvasively characterize tumor microenvironment associated with diverse molecular signatures and survival in breast cancerLv, Tianxu / Hong, Xiaoyan / Liu, Yuan / Miao, Kai / Sun, Heng / Li, Lihua / Deng, Chuxia / Jiang, Chunjuan / Pan, Xiang et al. | 2023
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Logarithmic total variation regularization via preconditioned conjugate gradient method for sparse reconstruction of bioluminescence tomographyZhang, Gege / Zhang, Jun / Chen, Yi / Du, Mengfei / Li, Kang / Su, Linzhi / Yi, Huangjian / Zhao, Fengjun / Cao, Xin et al. | 2023
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Finite element analysis of repairing tympanic membrane perforation using autologous graft material and biodegradable bionic cobweb scaffoldWang, Liang / Han, Hongge / Wang, Jie / Zhu, Yueting / Liu, Zhanli / Sun, Yongtao / Wang, Lele / Xiang, Shuyi / Shi, Huibin / Ding, Qian et al. | 2023
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Numerical study of hemodynamic changes in the Circle of Willis after stenosis of the internal carotid arterySun, Hao / Li, Bao / Zhang, Liyuan / Zhang, Yanping / Liu, Jincheng / Huang, Suqin / Xi, Xiaolu / Liu, Youjun et al. | 2023
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A novel scoring approach for the Wolf Motor Function Test in stroke survivors using motion-sensing technology and machine learning: A preliminary studySheng, Bo / Chen, Xiaohui / Cheng, Jian / Zhang, Yanxin / Xie, Shane (Sheng Quan) / Tao, Jing / Duan, Chaoqun et al. | 2023
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Deep learning-based grading of white matter hyperintensities enables identification of potential markers in multi-sequence MRI dataMu, Si / Lu, Weizhao / Yu, Guanghui / Zheng, Lei / Qiu, Jianfeng et al. | 2023
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Editorial Board| 2024