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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
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
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
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
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Deep learning–based image restoration algorithm for coronary CT angiography
Tatsugami, Fuminari, Higaki, Toru, Nakamura, Yuko, Yu, Zhou, Zhou, Jian, Lu, Yujie, Fujioka, Chikako, Kitagawa, Toshiro, Kihara, Yasuki, Iida, Makoto, Awai, Kazuo
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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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
Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography
Huo, Tongtong, Xie, Yi, Fang, Ying, Wang, Ziyi, Liu, Pengran, Duan, Yuyu, Zhang, Jiayao, Wang, Honglin, Xue, Mingdi, Liu, Songxiang, Ye, Zhewei
Published in Frontiers in oncology (08.02.2023)
Published in Frontiers in oncology (08.02.2023)
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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
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
An Improved Brain MRI Classification Methodology Based on Statistical Features and Machine Learning Algorithms
Fayaz, Muhammad, Qureshi, Muhammad Shuaib, Kussainova, Karlygash, Burkanova, Bermet, Aljarbouh, Ayman, Qureshi, Muhammad Bilal
Published in Computational and mathematical methods in medicine (07.12.2021)
Published in Computational and mathematical methods in medicine (07.12.2021)
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Journal Article
Machine learning–based identification of radiofrequency electromagnetic radiation (RF-EMR) effect on brain morphology: a preliminary study
Maurya, Ritesh, Singh, Neha, Jindal, Tanu, Pathak, Vinay Kumar, Dutta, Malay Kishore
Published in Medical & biological engineering & computing (01.08.2020)
Published in Medical & biological engineering & computing (01.08.2020)
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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 for Staging Secondary Caries in Bitewings
van Nistelrooij, Niels, Chaves, Eduardo Trota, Cenci, Maximiliano Sergio, Cao, Lingyun, Loomans, Bas A.C., Xi, Tong, El Ghoul, Khalid, Romero, Vitor Henrique Digmayer, Lima, Giana Silveira, Flügge, Tabea, van Ginneken, Bram, Huysmans, Marie-Charlotte, Vinayahalingam, Shankeeth, Mendes, Fausto Medeiros
Published in Caries research (01.07.2025)
Published in Caries research (01.07.2025)
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Journal Article