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Disrupted topological organization of structural networks revealed by probabilistic diffusion tractography in Tourette syndrome children
Wen, Hongwei, Liu, Yue, Rekik, Islem, Wang, Shengpei, Zhang, Jishui, Zhang, Yue, Peng, Yun, He, Huiguang
Published in Human brain mapping (01.08.2017)
Published in Human brain mapping (01.08.2017)
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Journal Article
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Burdick, Hoyt, Pino, Eduardo, Gabel-Comeau, Denise, Gu, Carol, Roberts, Jonathan, Le, Sidney, Slote, Joseph, Saber, Nicholas, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in BMC medical informatics and decision making (27.10.2020)
Published in BMC medical informatics and decision making (27.10.2020)
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Journal Article
Machine learning models identify ferroptosis-related genes as potential diagnostic biomarkers for Alzheimer’s disease
Deng, Yanyao, Feng, Yanjin, Lv, Zhicheng, He, Jinli, Chen, Xun, Wang, Chen, Yuan, Mingyang, Xu, Ting, Gao, Wenzhe, Chen, Dongjie, Zhu, Hongwei, Hou, Deren
Published in Frontiers in aging neuroscience (28.09.2022)
Published in Frontiers in aging neuroscience (28.09.2022)
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Journal Article
PanCancer insights from The Cancer Genome Atlas: the pathologist's perspective
Cooper, Lee AD, Demicco, Elizabeth G, Saltz, Joel H, Powell, Reid T, Rao, Arvind, Lazar, Alexander J
Published in The Journal of pathology (01.04.2018)
Published in The Journal of pathology (01.04.2018)
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Journal Article
Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus—transfer learning from existing algorithms
Grimm, Florian, Edl, Florian, Kerscher, Susanne R., Nieselt, Kay, Gugel, Isabel, Schuhmann, Martin U.
Published in Acta neurochirurgica (01.10.2020)
Published in Acta neurochirurgica (01.10.2020)
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Journal Article
Development and validation of multivariable machine learning algorithms to predict risk of cancer in symptomatic patients referred urgently from primary care: a diagnostic accuracy study
Savage, Richard, Messenger, Mike, Neal, Richard D, Ferguson, Rosie, Johnston, Colin, Lloyd, Katherine L, Neal, Matthew D, Sansom, Nigel, Selby, Peter, Sharma, Nisha, Shinkins, Bethany, Skinner, Jim R, Tully, Giles, Duffy, Sean, Hall, Geoff
Published in BMJ open (01.04.2022)
Published in BMJ open (01.04.2022)
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Journal Article
Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?
Fontana, Mark Alan, Lyman, Stephen, Sarker, Gourab K., Padgett, Douglas E., MacLean, Catherine H.
Published in Clinical orthopaedics and related research (01.06.2019)
Published in Clinical orthopaedics and related research (01.06.2019)
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Journal Article
An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising
Li, Shutao, Fang, Leyuan, Yin, Haitao
Published in IEEE transactions on biomedical engineering (01.02.2012)
Published in IEEE transactions on biomedical engineering (01.02.2012)
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Journal Article
An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement
Souza, Roberto, Lucena, Oeslle, Garrafa, Julia, Gobbi, David, Saluzzi, Marina, Appenzeller, Simone, Rittner, Letícia, Frayne, Richard, Lotufo, Roberto
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
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Journal Article
Learning curve of liver stiffness measurement using a new hybrid machine composed of transient elastography interfaced with ultrasound
Cassinotto, Christophe, Pierredon-Foulongne, Marie-Ange, Belgour, Ali, Delicque, Julien, Escal, Laure, Molinari, Nicolas, Anselme, Sophie, Jacq, Tony, Chamard-Champliaud, Ugo, Nicolan, Bastien, Allimant, Carole, Guiu, Boris
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Integration of machine learning to identify diagnostic genes in leukocytes for acute myocardial infarction patients
Zhang, Lin, Liu, Yue, Wang, Kaiyue, Ou, Xiangqin, Zhou, Jiashun, Zhang, Houliang, Huang, Min, Du, Zhenfang, Qiang, Sheng
Published in Journal of translational medicine (27.10.2023)
Published in Journal of translational medicine (27.10.2023)
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Journal Article
Monitoring of lateral and cross level track geometry irregularities through onboard vehicle dynamics measurements using machine learning classification algorithms
Published in Proceedings of the Institution of Mechanical Engineers. Part F, Journal of rail and rapid transit
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Journal Article
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation
Pereira, Sérgio, Meier, Raphael, McKinley, Richard, Wiest, Roland, Alves, Victor, Silva, Carlos A., Reyes, Mauricio
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
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Journal Article
Development and validation of machine learning prediction model based on computed tomography angiography–derived hemodynamics for rupture status of intracranial aneurysms: a Chinese multicenter study
Chen, Guozhong, Lu, Mengjie, Shi, Zhao, Xia, Shuang, Ren, Yuan, Liu, Zhen, Liu, Xiuxian, Li, Zhiyong, Mao, Li, Li, Xiu Li, Zhang, Bo, Zhang, Long Jiang, Lu, Guang Ming
Published in European radiology (01.09.2020)
Published in European radiology (01.09.2020)
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Journal Article
Machine Learning for Accurate Intraoperative Pediatric Middle Ear Effusion Diagnosis
Crowson, Matthew G., Hartnick, Christopher J., Diercks, Gillian R., Gallagher, Thomas Q., Fracchia, Mary S., Setlur, Jennifer, Cohen, Michael S.
Published in Pediatrics (Evanston) (01.04.2021)
Published in Pediatrics (Evanston) (01.04.2021)
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Journal Article
Supervised machine learning for automatic classification of in vivo scald and contact burn injuries using the terahertz Portable Handheld Spectral Reflection (PHASR) Scanner
Khani, Mahmoud E., Harris, Zachery B., Osman, Omar B., Zhou, Juin W., Chen, Andrew, Singer, Adam J., Arbab, M. Hassan
Published in Scientific reports (24.03.2022)
Published in Scientific reports (24.03.2022)
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Journal Article
Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification
Guan, Hao, Liu, Yunbi, Yang, Erkun, Yap, Pew-Thian, Shen, Dinggang, Liu, Mingxia
Published in Medical image analysis (01.07.2021)
Published in Medical image analysis (01.07.2021)
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Journal Article
Predicting the risk category of thymoma with machine learning-based computed tomography radiomics signatures and their between-imaging phase differences
Liang, Zhu, Li, Jiamin, Tang, Yihan, Zhang, Yaxuan, Chen, Chunyuan, Li, Siyuan, Wang, Xuefeng, Xu, Xinyan, Zhuang, Ziye, He, Shuyan, Deng, Biao
Published in Scientific reports (19.08.2024)
Published in Scientific reports (19.08.2024)
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