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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
Visualizing Preosteoarthritis: Updates on UTE‐Based Compositional MRI and Deep Learning Algorithms
Sun, Dong, Wu, Gang, Zhang, Wei, Gharaibeh, Nadeer M., Li, Xiaoming
Published in Journal of magnetic resonance imaging (01.07.2025)
Published in Journal of magnetic resonance imaging (01.07.2025)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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Journal Article
Research on Chest Disease Recognition Based on Deep Hierarchical Learning Algorithm
Li, Lingling, Long, Yangyang, Huang, Bangtong, Chen, Zihong, Liu, Zheng, Yang, Zekun
Published in Journal of healthcare engineering (07.01.2022)
Published in Journal of healthcare engineering (07.01.2022)
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Journal Article
NBS-Predict: A prediction-based extension of the network-based statistic
Serin, Emin, Zalesky, Andrew, Matory, Adu, Walter, Henrik, Kruschwitz, Johann D.
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
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Journal Article
Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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Journal Article
Dose reduction potential of vendor-agnostic deep learning model in comparison with deep learning–based image reconstruction algorithm on CT: a phantom study
Choi, Hyunsu, Chang, Won, Kim, Jong Hyo, Ahn, Chulkyun, Lee, Heejin, Kim, Hae Young, Cho, Jungheum, Lee, Yoon Jin, Kim, Young Hoon
Published in European radiology (01.02.2022)
Published in European radiology (01.02.2022)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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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
Retinal imaging based glaucoma detection using modified pelican optimization based extreme learning machine
Muduli, Debendra, Kumari, Rani, Akhunzada, Adnan, Cengiz, Korhan, Sharma, Santosh Kumar, Kumar, Rakesh Ranjan, Sah, Dinesh Kumar
Published in Scientific reports (29.11.2024)
Published in Scientific reports (29.11.2024)
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Journal Article
Machine-learning-algorithms-based diagnostic model for influenza A in children
Zeng, Qian, Yang, Chun, Li, Yurong, Geng, Xinran, Lv, Xin
Published in Medicine (Baltimore) (01.12.2023)
Published in Medicine (Baltimore) (01.12.2023)
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Journal Article
Machine learning algorithms enhance the specificity of cancer biomarker detection using SERS-based immunoassays in microfluidic chips
Banaei, Nariman, Moshfegh, Javad, Mohseni-Kabir, Arman, Houghton, Jean Marie, Sun, Yubing, Kim, Byung
Published in RSC advances (15.01.2019)
Published in RSC advances (15.01.2019)
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Journal Article
A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm
Masud, Mehedi, Bairagi, Anupam Kumar, Nahid, Abdullah-Al, Sikder, Niloy, Rubaiee, Saeed, Ahmed, Anas, Anand, Divya
Published in Journal of healthcare engineering (2021)
Published in Journal of healthcare engineering (2021)
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Journal Article
Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article
A weakly-supervised deep learning model for fast localisation and delineation of the skeleton, internal organs, and spinal canal on whole-body diffusion-weighted MRI (WB-DWI)
Candito, Antonio, Dragan, Alina, Holbrey, Richard, Ribeiro, Ana, Donners, Ricardo, Messiou, Christina, Tunariu, Nina, Koh, Dow-Mu, Blackledge, Matthew D
Published in Computer methods and programs in biomedicine (01.12.2025)
Published in Computer methods and programs in biomedicine (01.12.2025)
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Journal Article
Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
Pre-screening of endomysial microvessel density by fast random forest image processing machine learning algorithm accelerates recognition of a modified vascular network in idiopathic inflammatory myopathies
Massaro, Alessandro, Cazzato, Gerardo, Ingravallo, Giuseppe, Casatta, Nadia, Lupo, Carmelo, Vacca, Angelo, Iannone, Florenzo, Girolamo, Francesco
Published in Diagnostic pathology (31.01.2025)
Published in Diagnostic pathology (31.01.2025)
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Journal Article