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Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm
Han, Seung Seog, Kim, Myoung Shin, Lim, Woohyung, Park, Gyeong Hun, Park, Ilwoo, Chang, Sung Eun
Published in Journal of investigative dermatology (01.07.2018)
Published in Journal of investigative dermatology (01.07.2018)
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Journal Article
Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images
Shah, Romil F., Martinez, Alejandro M., Pedoia, Valentina, Majumdar, Sharmila, Vail, Thomas P., Bini, Stefano A.
Published in The Journal of arthroplasty (01.10.2019)
Published in The Journal of arthroplasty (01.10.2019)
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Journal Article
Development and Validation of Clinical Diagnostic Model for Girls with Central Precocious Puberty: Machine-learning Approaches
Huynh, Quynh Thi Vu, Le, Nguyen Quoc Khanh, Huang, Shih-Yi, Ho, Ban Tran, Vu, Tru Huy, Pham, Hong Thi Minh, Pham, An Le, Hou, Jia-Woei, Nguyen, Ngan Thi Kim, Chen, Yang Ching
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Disease diagnostics using machine learning of B cell and T cell receptor sequences
Zaslavsky, Maxim E, Craig, Erin, Michuda, Jackson K, Sehgal, Nidhi, Ram-Mohan, Nikhil, Lee, Ji-Yeun, Nguyen, Khoa D, Hoh, Ramona A, Pham, Tho D, Röltgen, Katharina, Lam, Brandon, Parsons, Ella S, Macwana, Susan R, DeJager, Wade, Drapeau, Elizabeth M, Roskin, Krishna M, Cunningham-Rundles, Charlotte, Moody, M Anthony, Haynes, Barton F, Goldman, Jason D, Heath, James R, Chinthrajah, R Sharon, Nadeau, Kari C, Pinsky, Benjamin A, Blish, Catherine A, Hensley, Scott E, Jensen, Kent, Meyer, Everett, Balboni, Imelda, Utz, Paul J, Merrill, Joan T, Guthridge, Joel M, James, Judith A, Yang, Samuel, Tibshirani, Robert, Kundaje, Anshul, Boyd, Scott D
Published in Science (American Association for the Advancement of Science) (21.02.2025)
Published in Science (American Association for the Advancement of Science) (21.02.2025)
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Journal Article
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA
Radua, Joaquim, Vieta, Eduard, Shinohara, Russell, Kochunov, Peter, Quidé, Yann, Green, Melissa J., Weickert, Cynthia S., Weickert, Thomas, Bruggemann, Jason, Kircher, Tilo, Nenadić, Igor, Cairns, Murray J., Seal, Marc, Henskens, Frans, Fullerton, Janice M., Mowry, Bryan, Pantelis, Christos, Lenroot, Rhoshel, Cropley, Vanessa, Loughland, Carmel, Scott, Rodney, Wolf, Daniel, Satterthwaite, Theodore D., Tan, Yunlong, Sim, Kang, Spalletta, Gianfranco, Banaj, Nerisa, Pomarol-Clotet, Edith, Solanes, Aleix, Albajes-Eizagirre, Anton, Canales-Rodríguez, Erick J., Sarro, Salvador, Bertolino, Alessandro, Stäblein, Michael, Oertel, Viola, Knöchel, Christian, Borgwardt, Stefan, Yun, Je-Yeon, Kwon, Jun Soo, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Alloza, Clara, Arango, Celso, Janssen, Joost, Jiang, Wenhao, Ehrlich, Stefan, Yang, Kun, Cascella, Nicola G., Takayanagi, Yoichiro, Sawa, Akira, Tomyshev, Alexander, Lebedeva, Irina, Kaleda, Vasily, Kirschner, Matthias, Hoschl, Cyril, Tomecek, David, Skoch, Antonin, van Amelsvoort, Therese, James, Anthony, Preda, Adrian, Weideman, Andrea, Stein, Dan J., Howells, Fleur, Uhlmann, Anne, Temmingh, Henk, López-Jaramillo, Carlos, Díaz-Zuluaga, Ana, Fortea, Lydia, Martinez-Heras, Eloy, Solana, Elisabeth, Llufriu, Sara, Jahanshad, Neda, Thompson, Paul, Turner, Jessica, van Erp, Theo, Glahn, David, Pearlson, Godfrey, Hong, Elliot, Carr, Vaughan, Tooney, Paul, Cooper, Gavin, Rasser, Paul, Michie, Patricia, Catts, Stanley, Gur, Raquel, Gur, Ruben, Yang, Fude, Fan, Fengmei, Chen, Jingxu, Guo, Hua, Wang, Zhiren, Xiang, Hong, Piras, Federica, Assogna, Francesca, Salvador, Raymond, Bonvino, Aurora, King, Margaret, Nguyen, Dana, Pineda-Zapata, Julian
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
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Journal Article
Estimation of foveal avascular zone area from a B-scan OCT image using machine learning algorithms
Toyama, Taku, Maruko, Ichiro, Zhou, Han Peng, Ikeda, Miki, Hasegawa, Taiji, Iida, Tomohiro, Aihara, Makoto, Ueta, Takashi
Published in PloS one (16.12.2024)
Published in PloS one (16.12.2024)
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Journal Article
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article
Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer
Miao, Ruizhong, Badger, Taylor C., Groesch, Kathleen, Diaz-Sylvester, Paula L., Wilson, Teresa, Ghareeb, Allen, Martin, Jongjin Anne, Cregger, Melissa, Welge, Michael, Bushell, Colleen, Auvil, Loretta, Zhu, Ruoqing, Brard, Laurent, Braundmeier-Fleming, Andrea
Published in PloS one (09.01.2020)
Published in PloS one (09.01.2020)
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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
Diagnostic accuracy of adenosine deaminase for pleural tuberculosis in a low prevalence setting: A machine learning approach within a 7-year prospective multi-center study
Garcia-Zamalloa, Alberto, Vicente, Diego, Arnay, Rafael, Arrospide, Arantzazu, Taboada, Jorge, Castilla-Rodríguez, Iván, Aguirre, Urko, Múgica, Nekane, Aldama, Ladislao, Aguinagalde, Borja, Jimenez, Montserrat, Bikuña, Edurne, Basauri, Miren Begoña, Alonso, Marta, Perez-Trallero, Emilio
Published in PloS one (04.11.2021)
Published in PloS one (04.11.2021)
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Journal Article
Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression
Yoshida, Kosuke, Shimizu, Yu, Yoshimoto, Junichiro, Takamura, Masahiro, Okada, Go, Okamoto, Yasumasa, Yamawaki, Shigeto, Doya, Kenji
Published in PloS one (12.07.2017)
Published in PloS one (12.07.2017)
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Journal Article
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm
Dreesen, H. J. H., Stroszczynski, C., Lell, M. M.
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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Journal Article
Identification of a disulfidptosis-related genes signature for diagnostic and immune infiltration characteristics in cervical cancer
Zhou, Qun, Song, Bangli, He, Yibo, Zhang, Zhezhong, Chen, Shiliang, Chen, Wenjun, Li, Xianbin, Jiang, Jun
Published in PloS one (30.04.2025)
Published in PloS one (30.04.2025)
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Journal Article
Artificial intelligence for understanding concussion: Retrospective cluster analysis on the balance and vestibular diagnostic data of concussion patients
Visscher, Rosa M. S., Feddermann-Demont, Nina, Romano, Fausto, Straumann, Dominik, Bertolini, Giovanni
Published in PloS one (02.04.2019)
Published in PloS one (02.04.2019)
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Journal Article