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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
The risk of shortcutting in deep learning algorithms for medical imaging research
Hill, Brandon G., Koback, Frances L., Schilling, Peter L.
Published in Scientific reports (25.11.2024)
Published in Scientific reports (25.11.2024)
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Journal Article
Ultrasound image analysis using deep learning algorithm for the diagnosis of thyroid nodules
Song, Junho, Chai, Young Jun, Masuoka, Hiroo, Park, Sun-Won, Kim, Su-jin, Choi, June Young, Kong, Hyoun-Joong, Lee, Kyu Eun, Lee, Joongseek, Kwak, Nojun, Yi, Ka Hee, Miyauchi, Akira
Published in Medicine (01.04.2019)
Published in Medicine (01.04.2019)
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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
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
eDiVA—Classification and prioritization of pathogenic variants for clinical diagnostics
Bosio, Mattia, Drechsel, Oliver, Rahman, Rubayte, Muyas, Francesc, Rabionet, Raquel, Bezdan, Daniela, Domenech Salgado, Laura, Hor, Hyun, Schott, Jean‐Jacques, Munell, Francina, Colobran, Roger, Macaya, Alfons, Estivill, Xavier, Ossowski, Stephan
Published in Human mutation (01.07.2019)
Published in Human mutation (01.07.2019)
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Journal Article
Construction of machine learning diagnostic models for cardiovascular pan-disease based on blood routine and biochemical detection data
Wang, Zhicheng, Gu, Ying, Huang, Lindan, Liu, Shuai, Chen, Qun, Yang, Yunyun, Hong, Guolin, Ning, Wanshan
Published in Cardiovascular diabetology (28.09.2024)
Published in Cardiovascular diabetology (28.09.2024)
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Journal Article
Machine learning for diagnostic ultrasound of triple-negative breast cancer
Wu, Tong, Sultan, Laith R., Tian, Jiawei, Cary, Theodore W., Sehgal, Chandra M.
Published in Breast cancer research and treatment (01.01.2019)
Published in Breast cancer research and treatment (01.01.2019)
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Journal Article
Performance and educational training of radiographers in lung nodule or mass detection: Retrospective comparison with different deep learning algorithms
Teng, Pai-Hsueh, Liang, Chia-Hao, Lin, Yun, Alberich-Bayarri, Angel, González, Rafael López, Li, Pin-Wei, Weng, Yu-Hsin, Chen, Yi-Ting, Lin, Chih-Hsien, Chou, Kang-Ju, Chen, Yao-Shen, Wu, Fu-Zong
Published in Medicine (Baltimore) (11.06.2021)
Published in Medicine (Baltimore) (11.06.2021)
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Journal Article
Interpretation of microbiota-based diagnostics by explaining individual classifier decisions
Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., Budding, A. E.
Published in BMC bioinformatics (04.10.2017)
Published in BMC bioinformatics (04.10.2017)
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Journal Article
Improvement of the diagnostic accuracy for intracranial haemorrhage using deep learning–based computer-assisted detection
Watanabe, Yoshiyuki, Tanaka, Takahiro, Nishida, Atsushi, Takahashi, Hiroto, Fujiwara, Masahiro, Fujiwara, Takuya, Arisawa, Atsuko, Yano, Hiroki, Tomiyama, Noriyuki, Nakamura, Hajime, Todo, Kenichi, Yoshiya, Kazuhisa
Published in Neuroradiology (01.05.2021)
Published in Neuroradiology (01.05.2021)
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Journal Article
Evaluation of a Machine-Learning Algorithm for Treatment Planning in Prostate Low-Dose-Rate Brachytherapy
Nicolae, Alexandru, Morton, Gerard, Chung, Hans, Loblaw, Andrew, Jain, Suneil, Mitchell, Darren, Lu, Lin, Helou, Joelle, Al-Hanaqta, Motasem, Heath, Emily, Ravi, Ananth
Published in International journal of radiation oncology, biology, physics (15.03.2017)
Published in International journal of radiation oncology, biology, physics (15.03.2017)
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Journal Article
A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks
Bamorovat, Mehdi, Sharifi, Iraj, Rashedi, Esmat, Shafiian, Alireza, Sharifi, Fatemeh, Khosravi, Ahmad, Tahmouresi, Amirhossein
Published in PloS one (05.05.2021)
Published in PloS one (05.05.2021)
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Journal Article