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Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Improving the accuracy of medical diagnosis with causal machine learning
Richens, Jonathan G., Lee, Ciarán M., Johri, Saurabh
Published in Nature communications (11.08.2020)
Published in Nature communications (11.08.2020)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Computational approach to clinical diagnosis of diabetes disease: a comparative study
Gupta, Deepak, Choudhury, Ambika, Gupta, Umesh, Singh, Priyanka, Prasad, Mukesh
Published in Multimedia tools and applications (01.08.2021)
Published in Multimedia tools and applications (01.08.2021)
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Journal Article
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information
Medeiros, Elias P., Machado, Marcos R., de Freitas, Emannuel Diego G., da Silva, Daniel S., de Souza, Renato William R.
Published in Expert systems with applications (15.03.2024)
Published in Expert systems with applications (15.03.2024)
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Journal Article
Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review
Khodatars, Marjane, Shoeibi, Afshin, Sadeghi, Delaram, Ghaasemi, Navid, Jafari, Mahboobeh, Moridian, Parisa, Khadem, Ali, Alizadehsani, Roohallah, Zare, Assef, Kong, Yinan, Khosravi, Abbas, Nahavandi, Saeid, Hussain, Sadiq, Acharya, U. Rajendra, Berk, Michael
Published in Computers in biology and medicine (01.12.2021)
Published in Computers in biology and medicine (01.12.2021)
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Journal Article
A Machine Learning Model for Diagnosing Opportunistic Infections in HIV Patients: Broad Applicability Across Infection Types
Chen, Hao, Chen, Fanxuan, Wang, Yijun, Cai, Enna, Pan, Wangzheng, Li, Yichen, Mo, Zefei, Lou, Hao, Ren, Chufan, Dai, Chenyue, Shan, Xingbo, Ye, Hui, Xu, Zhenwei, Dong, Pu, Zhou, Han, Xu, Shuya, Zhu, Tianye, Su, Mingzhi, Miao, Xingguo, Hu, Xiaoqu, Hong, Liang, Wang, Yi, Su, Feifei
Published in Journal of cellular and molecular medicine (01.03.2025)
Published in Journal of cellular and molecular medicine (01.03.2025)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence
Liang, Huiying, Tsui, Brian Y., Ni, Hao, Valentim, Carolina C. S., Baxter, Sally L., Liu, Guangjian, Cai, Wenjia, Kermany, Daniel S., Sun, Xin, Chen, Jiancong, He, Liya, Zhu, Jie, Tian, Pin, Shao, Hua, Zheng, Lianghong, Hou, Rui, Hewett, Sierra, Li, Gen, Liang, Ping, Zang, Xuan, Zhang, Zhiqi, Pan, Liyan, Cai, Huimin, Ling, Rujuan, Li, Shuhua, Cui, Yongwang, Tang, Shusheng, Ye, Hong, Huang, Xiaoyan, He, Waner, Liang, Wenqing, Zhang, Qing, Jiang, Jianmin, Yu, Wei, Gao, Jianqun, Ou, Wanxing, Deng, Yingmin, Hou, Qiaozhen, Wang, Bei, Yao, Cuichan, Liang, Yan, Zhang, Shu, Duan, Yaou, Zhang, Runze, Gibson, Sarah, Zhang, Charlotte L., Li, Oulan, Zhang, Edward D., Karin, Gabriel, Nguyen, Nathan, Wu, Xiaokang, Wen, Cindy, Xu, Jie, Xu, Wenqin, Wang, Bochu, Wang, Winston, Li, Jing, Pizzato, Bianca, Bao, Caroline, Xiang, Daoman, He, Wanting, He, Suiqin, Zhou, Yugui, Haw, Weldon, Goldbaum, Michael, Tremoulet, Adriana, Hsu, Chun-Nan, Carter, Hannah, Zhu, Long, Zhang, Kang, Xia, Huimin
Published in Nature medicine (01.03.2019)
Published in Nature medicine (01.03.2019)
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Journal Article
Clinical Validation of Artificial Intelligence–Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection
Raciti, Patricia, Sue, Jillian, Retamero, Juan A., Ceballos, Rodrigo, Godrich, Ran, Kunz, Jeremy D., Casson, Adam, Thiagarajan, Dilip, Ebrahimzadeh, Zahra, Viret, Julian, Lee, Donghun, Schüffler, Peter J., DeMuth, George, Gulturk, Emre, Kanan, Christopher, Rothrock, Brandon, Reis-Filho, Jorge, Klimstra, David S., Reuter, Victor, Fuchs, Thomas J.
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
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Journal Article