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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
Optical mesoscopy, machine learning, and computational microscopy enable high information content diagnostic imaging of blood films
Shaw, Michael, Claveau, Rémy, Manescu, Petru, Elmi, Muna, Brown, Biobele J, Scrimgeour, Ross, Kölln, Lisa S, McConnell, Gail, Fernandez‐Reyes, Delmiro
Published in The Journal of pathology (01.09.2021)
Published in The Journal of pathology (01.09.2021)
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Journal Article
Selection of neuroendocrine markers in diagnostic workup of neuroendocrine neoplasms: The real-world data and machine learning model algorithms
Tang, Haiming, Xia, Haoran, Sun, Nanfei, Hernandez, Patricia V, Wang, Minhua, Adeniran, Adebowale J, Cai, Guoping
Published in Cancer cytopathology (01.05.2025)
Published in Cancer cytopathology (01.05.2025)
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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
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
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
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
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
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
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
Validation of expert system enhanced deep learning algorithm for automated screening for COVID-Pneumonia on chest X-rays
Gidde, Prashant Sadashiv, Prasad, Shyam Sunder, Singh, Ajay Pratap, Bhatheja, Nitin, Prakash, Satyartha, Singh, Prateek, Saboo, Aakash, Takhar, Rohit, Gupta, Salil, Saurav, Sumeet, M. V., Raghunandanan, Singh, Amritpal, Sardana, Viren, Mahajan, Harsh, Kalyanpur, Arjun, Mandal, Atanendu Shekhar, Mahajan, Vidur, Agrawal, Anurag, Agrawal, Anjali, Venugopal, Vasantha Kumar, Singh, Sanjay, Dash, Debasis
Published in Scientific reports (01.12.2021)
Published in Scientific reports (01.12.2021)
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Journal Article