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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
Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm
Dreesen, H. J. H., Stroszczynski, C., Lell, M. M.
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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Journal Article
Evaluating machine learning algorithms to predict lameness in dairy cattle
Neupane, Rajesh, Aryal, Ashrant, Haeussermann, Angelika, Hartung, Eberhard, Pinedo, Pablo, Paudyal, Sushil
Published in PloS one (18.07.2024)
Published in PloS one (18.07.2024)
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Journal Article
Deep learning algorithm in detecting intracranial hemorrhages on emergency computed tomographies
Kundisch, Almut, Hönning, Alexander, Mutze, Sven, Kreissl, Lutz, Spohn, Frederik, Lemcke, Johannes, Sitz, Maximilian, Sparenberg, Paul, Goelz, Leonie
Published in PloS one (29.11.2021)
Published in PloS one (29.11.2021)
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Journal Article
Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis
van Hamersvelt, Robbert W., Zreik, Majd, Voskuil, Michiel, Viergever, Max A., Išgum, Ivana, Leiner, Tim
Published in European radiology (01.05.2019)
Published in European radiology (01.05.2019)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Validation pipeline for machine learning algorithm assessment for multiple vendors
Bizzo, Bernardo C., Ebrahimian, Shadi, Walters, Mark E., Michalski, Mark H., Andriole, Katherine P., Dreyer, Keith J., Kalra, Mannudeep K., Alkasab, Tarik, Digumarthy, Subba R.
Published in PloS one (29.04.2022)
Published in PloS one (29.04.2022)
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Journal Article
Optical coherence tomography for identification of malignant pulmonary nodules based on random forest machine learning algorithm
Ding, Ming, Pan, Shi-yu, Huang, Jing, Yuan, Cheng, Zhang, Qiang, Zhu, Xiao-li, Cai, Yan
Published in PloS one (31.12.2021)
Published in PloS one (31.12.2021)
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Journal Article
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm
Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)
Published in Big Data Mining and Analytics (01.12.2023)
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Journal Article
Prediction of serosal invasion in gastric cancer: development and validation of multivariate models integrating preoperative clinicopathological features and radiographic findings based on late arterial phase CT images
Liu, Song, Xu, Mengying, Qiao, Xiangmei, Ji, Changfeng, Li, Lin, Zhou, Zhengyang
Published in BMC cancer (16.09.2021)
Published in BMC cancer (16.09.2021)
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Journal Article
A Review on a Deep Learning Perspective in Brain Cancer Classification
Tandel, Gopal S., Biswas, Mainak, Kakde, Omprakash G., Tiwari, Ashish, Suri, Harman S., Turk, Monica, Laird, John, Asare, Christopher, Ankrah, Annabel A., Khanna, N. N., Madhusudhan, B. K., Saba, Luca, Suri, Jasjit S.
Published in Cancers (18.01.2019)
Published in Cancers (18.01.2019)
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Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
Ong, Charlene Jennifer, Orfanoudaki, Agni, Zhang, Rebecca, Caprasse, Francois Pierre M., Hutch, Meghan, Ma, Liang, Fard, Darian, Balogun, Oluwafemi, Miller, Matthew I., Minnig, Margaret, Saglam, Hanife, Prescott, Brenton, Greer, David M., Smirnakis, Stelios, Bertsimas, Dimitris
Published in PloS one (19.06.2020)
Published in PloS one (19.06.2020)
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Journal Article
A 2-year investigation of the impact of the computed tomography–derived fractional flow reserve calculated using a deep learning algorithm on routine decision-making for coronary artery disease management
Liu, Xin, Mo, Xukai, Zhang, Heye, Yang, Guang, Shi, Changzheng, Hau, William Kongtou
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article