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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
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
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
Deep Learning–Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map–Weighted MRI
Suh, Pae Sun, Heo, Hwan, Suh, Chong Hyun, Lee, MyeongOh, Song, Soohwa, Shin, Donghoon, Jo, Sungyang, Chung, Sun Ju, Heo, Hwon, Shim, Woo Hyun, Kim, Ho Sung, Kim, Sang Joon, Kim, Eung Yeop
Published in American journal of neuroradiology : AJNR (01.05.2025)
Published in American journal of neuroradiology : AJNR (01.05.2025)
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Journal Article
Deep learning–based algorithm to detect primary hepatic malignancy in multiphase CT of patients at high risk for HCC
Kim, Dong Wook, Lee, Gaeun, Kim, So Yeon, Ahn, Geunhwi, Lee, June-Goo, Lee, Seung Soo, Kim, Kyung Won, Park, Seong Ho, Lee, Yoon Jin, Kim, Namkug
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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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
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
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
Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT
Noguchi, Shunjiro, Nishio, Mizuho, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Emoto, Yutaka, Kubo, Takeshi, Iizuka, Yoshio, Nakagomi, Keita, Miyasa, Kazuhiro, Satoh, Kiyohide, Nakamoto, Yuji
Published in European radiology (01.11.2022)
Published in European radiology (01.11.2022)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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Journal Article
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Published in Biological psychiatry (1969) (01.10.2024)
Published in Biological psychiatry (1969) (01.10.2024)
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Journal Article
Development and Validation of a Deep Learning–based Automatic Detection Algorithm for Active Pulmonary Tuberculosis on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Park, Chang Min
Published in Clinical infectious diseases (16.08.2019)
Published in Clinical infectious diseases (16.08.2019)
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Journal Article
Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study
Tan, Tien-En, Anees, Ayesha, Chen, Cheng, Li, Shaohua, Xu, Xinxing, Li, Zengxiang, Xiao, Zhe, Yang, Yechao, Lei, Xiaofeng, Ang, Marcus, Chia, Audrey, Lee, Shu Yen, Wong, Edmund Yick Mun, Yeo, Ian Yew San, Wong, Yee Ling, Hoang, Quan V, Wang, Ya Xing, Bikbov, Mukharram M, Nangia, Vinay, Jonas, Jost B, Chen, Yen-Po, Wu, Wei-Chi, Ohno-Matsui, Kyoko, Rim, Tyler Hyungtaek, Tham, Yih-Chung, Goh, Rick Siow Mong, Lin, Haotian, Liu, Hanruo, Wang, Ningli, Yu, Weihong, Tan, Donald Tiang Hwee, Schmetterer, Leopold, Cheng, Ching-Yu, Chen, Youxin, Wong, Chee Wai, Cheung, Gemmy Chui Ming, Saw, Seang-Mei, Wong, Tien Yin, Liu, Yong, Ting, Daniel Shu Wei
Published in The Lancet Digital Health (01.05.2021)
Published in The Lancet Digital Health (01.05.2021)
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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 Veterinary DICOM‐Based Deep Learning Denoising Algorithm Can Improve Subjective and Objective Brain MRI Image Quality
Mai, Wilfried, Hecht, Silke, Paek, Matthew, Holmes, Shannon P., Dorez, Hugo, Blanchard, Martin, Eddin, Jamil Nour
Published in Veterinary radiology & ultrasound (01.03.2025)
Published in Veterinary radiology & ultrasound (01.03.2025)
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Journal Article