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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
Identifying liver cirrhosis in patients with chronic hepatitis B: an interpretable machine learning algorithm based on LSM
Bai, Xueting, Pu, Chunwen, Zhen, Wenchong, Huang, Yushuang, Zhang, Qian, Li, Zihan, Zhang, Yixin, Xu, Rongxuan, Yao, Zhihan, Wu, Wei, Sun, Mei, Li, Xiaofeng
Published in Annals of medicine (Helsinki) (01.12.2025)
Published in Annals of medicine (Helsinki) (01.12.2025)
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Journal Article
Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performance
Hajianfar, Ghasem, Sabouri, Maziar, Salimi, Yazdan, Amini, Mehdi, Bagheri, Soroush, Jenabi, Elnaz, Hekmat, Sepideh, Maghsudi, Mehdi, Mansouri, Zahra, Khateri, Maziar, Hosein Jamshidi, Mohammad, Jafari, Esmail, Bitarafan Rajabi, Ahmad, Assadi, Majid, Oveisi, Mehrdad, Shiri, Isaac, Zaidi, Habib
Published in Zeitschrift für medizinische Physik (01.05.2024)
Published in Zeitschrift für medizinische Physik (01.05.2024)
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Journal Article
The Concept of AI-Based Algorithm: Analysis of CEUS Images and HSPs for Identification of Early Parenchymal Changes in Severe Acute Pancreatitis
Kielaite-Gulla, Aiste, Samuilis, Arturas, Raisutis, Renaldas, Dzemyda, Gintautas, Strupas, Kestutis
Published in Informatica (Vilnius, Lithuania) (01.01.2021)
Published in Informatica (Vilnius, Lithuania) (01.01.2021)
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Journal Article
Editorial: Improving autism spectrum disorder diagnosis using machine learning techniques
Elbattah, Mahmoud, Ali Sadek Ibrahim, Osman, Dequen, Gilles
Published in Frontiers in neuroinformatics (06.12.2024)
Published in Frontiers in neuroinformatics (06.12.2024)
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Journal Article
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions
Lucieri, Adriano, Bajwa, Muhammad Naseer, Braun, Stephan Alexander, Malik, Muhammad Imran, Dengel, Andreas, Ahmed, Sheraz
Published in Computer methods and programs in biomedicine (01.03.2022)
Published in Computer methods and programs in biomedicine (01.03.2022)
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Journal Article
Automatic Identification of Breast Ultrasound Image Based on Supervised Block-Based Region Segmentation Algorithm and Features Combination Migration Deep Learning Model
Liao, Wen-Xuan, He, Ping, Hao, Jin, Wang, Xuan-Yu, Yang, Ruo-Lin, An, Dong, Cui, Li-Gang
Published in IEEE journal of biomedical and health informatics (01.04.2020)
Published in IEEE journal of biomedical and health informatics (01.04.2020)
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Journal Article
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study
Jamthikar, Ankush, Gupta, Deep, Johri, Amer M., Mantella, Laura E., Saba, Luca, Suri, Jasjit S.
Published in Computers in biology and medicine (01.01.2022)
Published in Computers in biology and medicine (01.01.2022)
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Journal Article
Automated multiparametric localization of prostate cancer based on B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics
Wildeboer, Rogier R., Mannaerts, Christophe K., van Sloun, Ruud J. G., Budäus, Lars, Tilki, Derya, Wijkstra, Hessel, Salomon, Georg, Mischi, Massimo
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Towards machine learning aided real-time range imaging in proton therapy
Lerendegui-Marco, Jorge, Balibrea-Correa, Javier, Babiano-Suárez, Víctor, Ladarescu, Ion, Domingo-Pardo, César
Published in Scientific reports (17.02.2022)
Published in Scientific reports (17.02.2022)
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Journal Article
Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks
Singh, Dilbag, Kumar, Vijay, Vaishali, Kaur, Manjit
Published in European journal of clinical microbiology & infectious diseases (01.07.2020)
Published in European journal of clinical microbiology & infectious diseases (01.07.2020)
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Journal Article
A Framework for Detecting Thyroid Cancer from Ultrasound and Histopathological Images Using Deep Learning, Meta-Heuristics, and MCDM Algorithms
Sharma, Rohit, Mahanti, Gautam Kumar, Panda, Ganapati, Rath, Adyasha, Dash, Sujata, Mallik, Saurav, Hu, Ruifeng
Published in Journal of Imaging (27.08.2023)
Published in Journal of Imaging (27.08.2023)
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Journal Article
Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction
Khosla, Meenakshi, Jamison, Keith, Kuceyeski, Amy, Sabuncu, Mert R.
Published in NeuroImage (Orlando, Fla.) (01.10.2019)
Published in NeuroImage (Orlando, Fla.) (01.10.2019)
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