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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Zenk, Maximilian, Pati, Sarthak, Foley, Patrick, Zimmerer, David, Isensee, Fabian, Kassem, Hasan, Thakur, Siddhesh, Kushibar, Kaisar, Lekadir, Karim, Jiang, Meirui, Yang, Hongzheng, Paetzold, Johannes C., Pawar, Kamlesh, Chen, Zhaolin, Tuladhar, Anup, Souza, Raissa, Maurya, Akansh, Anand, Vikas Kumar, Ganesh, Chandan, Wagner, Ben, Reddy, Divya, Das, Yudhajit, Madhuranthakam, Ananth J., Ren, Jianxun, Siomos, Vasilis, Yan, Yonghong, Li, Zhaopei, Milesi, Alexandre, Nguyen, Quoc D., Huang, Tsung-Ming, Ma, Jun, Singh, Har Shwinder H., Xia, Yong, Dobko, Mariia, Carré, Alexandre, Alam, Saruar, Shah, Nameeta, Sako, Chiharu, Calabrese, Evan, Rudie, Jeffrey, Agzarian, Marc, Kozubek, Michal, Michálek, Jan, Ker^kovský, Miloš, Kopr^ivová, Tereza, Pinho, Marco C., Holcomb, James, Metz, Marie, Lee, Matthew D., Lui, Yvonne W., Yadav, Ipsa, Kumar, Neeraj, Bhuvaneshwar, Krithika, Sayah, Anousheh, Bencheqroun, Camelia, Colen, Rivka R., Kotrotsou, Aikaterini, Sahm, Felix, Choi, Yoon Seong, Lee, Seung-Koo, Chang, Jong Hee, Landman, Bennett, Chotai, Silky, Lee, Joonsang, Jeraj, Robert, Xavier Falcão, Alexandre, Lucio, Diego R., Radojewski, Piotr, Meier, Raphael, Wiest, Roland, Pichler, Josef, Necker, Georg, Meckel, Stephan, Mendoza, Cristobal, Baek, Stephen, Ismael, Heba, Allen, Bryan, Zacharaki, Evangelia I., Wen, Ning, Vallières, Martin, Lepage, Martin, Morón, Fanny, Mandel, Jacob, Liem, Spencer, Alexandre, Gregory S., Lombardo, Joseph, Odafe-Oyibotha, Olubunmi, Shu’aibu Hikima, Mustapha, Fu, Eric, Thompson, John A., Simpson, Amber L., Cutler, Danielle, Moraes, Fabio Y., Boss, Michael A., Schmidt, Kendall, Apgar, Charles, Kirby, Justin S., Albrecht, Jake, Karargyris, Alexandros, Maier-Hein, Klaus
Published in Nature communications (08.07.2025)
Published in Nature communications (08.07.2025)
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Journal Article
Commercially-available AI algorithm improves radiologists’ sensitivity for wrist and hand fracture detection on X-ray, compared to a CT-based ground truth
Jacques, Thibaut, Cardot, Nicolas, Ventre, Jeanne, Demondion, Xavier, Cotten, Anne
Published in European radiology (01.05.2024)
Published in European radiology (01.05.2024)
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Journal Article
Traditional versus modern approaches to screening mammography: a comparison of computer-assisted detection for synthetic 2D mammography versus an artificial intelligence algorithm for digital breast tomosynthesis
Bahl, Manisha, Kshirsagar, Ashwini, Pohlman, Scott, Lehman, Constance D.
Published in Breast cancer research and treatment (01.04.2025)
Published in Breast cancer research and treatment (01.04.2025)
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Journal Article
Comparison of Algorithms for the AI-Based Fault Diagnostic of Cable Joints in MV Networks
Negri, Virginia, Mingotti, Alessandro, Tinarelli, Roberto, Peretto, Lorenzo
Published in Energies (Basel) (01.01.2023)
Published in Energies (Basel) (01.01.2023)
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Journal Article
Design Characteristics of Studies Reporting the Performance of Artificial Intelligence Algorithms for Diagnostic Analysis of Medical Images: Results from Recently Published Papers
Kim, Dong Wook, Jang, Hye Young, Kim, Kyung Won, Shin, Youngbin, Park, Seong Ho
Published in Korean journal of radiology (01.03.2019)
Published in Korean journal of radiology (01.03.2019)
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Journal Article
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy
Yoon, Jeewoo, Han, Jinyoung, Ko, Junseo, Choi, Seong, Park, Ji In, Hwang, Joon Seo, Han, Jeong Mo, Hwang, Daniel Duck-Jin
Published in Journal of medical Internet research (29.11.2023)
Published in Journal of medical Internet research (29.11.2023)
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Journal Article
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
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment
Haji Maghsoudi, Omid, Gastounioti, Aimilia, Scott, Christopher, Pantalone, Lauren, Wu, Fang-Fang, Cohen, Eric A., Winham, Stacey, Conant, Emily F., Vachon, Celine, Kontos, Despina
Published in Medical image analysis (01.10.2021)
Published in Medical image analysis (01.10.2021)
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Journal Article
Implementing an AI algorithm in the clinical setting: a case study for the accuracy paradox
Scaringi, John A., McTaggart, Ryan A., Alvin, Matthew D., Atalay, Michael, Bernstein, Michael H., Jayaraman, Mahesh V., Jindal, Gaurav, Movson, Jonathan S., Swenson, David W., Baird, Grayson L.
Published in European radiology (01.07.2025)
Published in European radiology (01.07.2025)
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Journal Article
Machine learning model for predicting severity prognosis in patients infected with COVID-19: Study protocol from COVID-AI Brasil
Paiva Proença Lobo Lopes, Flávia, Kitamura, Felipe Campos, Prado, Gustavo Faibischew, Kuriki, Paulo Eduardo de Aguiar, Garcia, Marcio Ricardo Taveira
Published in PloS one (01.02.2021)
Published in PloS one (01.02.2021)
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Journal Article
Interpretable Machine Learning for Serum-Based Metabolomics in Breast Cancer Diagnostics: Insights from Multi-Objective Feature Selection-Driven LightGBM-SHAP Models
Guldogan, Emek, Yagin, Fatma Hilal, Ucuzal, Hasan, Alzakari, Sarah A., Alhussan, Amel Ali, Ardigò, Luca Paolo
Published in Medicina (Kaunas, Lithuania) (19.06.2025)
Published in Medicina (Kaunas, Lithuania) (19.06.2025)
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Journal Article
Artificial intelligence-assisted double reading of chest radiographs to detect clinically relevant missed findings: a two-centre evaluation
Topff, Laurens, Steltenpool, Sanne, Ranschaert, Erik R., Ramanauskas, Naglis, Menezes, Renee, Visser, Jacob J., Beets-Tan, Regina G. H., Hartkamp, Nolan S.
Published in European radiology (01.09.2024)
Published in European radiology (01.09.2024)
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Journal Article
Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics
Shafqat, Sarah, Fayyaz, Maryyam, Khattak, Hasan Ali, Bilal, Muhammad, Khan, Shahid, Ishtiaq, Osama, Abbasi, Almas, Shafqat, Farzana, Alnumay, Waleed S., Chatterjee, Pushpita
Published in Neural processing letters (01.02.2023)
Published in Neural processing letters (01.02.2023)
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Journal Article