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Visualizing “featureless” regions on mammograms classified as invasive ductal carcinomas by a deep learning algorithm: the promise of AI support in radiology
Ueda, Daiju, Yamamoto, Akira, Takashima, Tsutomu, Onoda, Naoyoshi, Noda, Satoru, Kashiwagi, Shinichiro, Morisaki, Tamami, Tsutsumi, Shinichi, Honjo, Takashi, Shimazaki, Akitoshi, Goto, Takuya, Miki, Yukio
Published in Japanese journal of radiology (01.04.2021)
Published in Japanese journal of radiology (01.04.2021)
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Journal Article
Evaluating a deep learning AI algorithm for detecting residual prostate cancer on MRI after focal therapy
Gelikman, David G., Harmon, Stephanie A., Kenigsberg, Alexander P., Law, Yan Mee, Yilmaz, Enis C., Merino, Maria J., Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in BJUI compass (01.07.2024)
Published in BJUI compass (01.07.2024)
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Journal Article
Why implementing machine learning algorithms in the clinic is not a plug-and-play solution: a simulation study of a machine learning algorithm for acute leukaemia subtype diagnosis
Pucher, Gernot, Rostalski, Till, Nensa, Felix, Kleesiek, Jens, Reinhardt, Hans Christian, Sauer, Christopher Martin
Published in EBioMedicine (01.01.2025)
Published in EBioMedicine (01.01.2025)
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Journal Article
Research on multi-algorithm and explainable AI techniques for predictive modeling of acute spinal cord injury using multimodal data
Tai, Jiaojiao, Wang, Linbang, Xie, Yijun, Li, Yang, Fu, Hua, Ma, Xiaowen, Li, Haiyan, Li, Xinying, Yan, Ziqiang, Liu, Jingkun
Published in Scientific reports (29.05.2025)
Published in Scientific reports (29.05.2025)
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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
Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review
Jones, O T, Matin, R N, van der Schaar, M, Prathivadi Bhayankaram, K, Ranmuthu, C K I, Islam, M S, Behiyat, D, Boscott, R, Calanzani, N, Emery, J, Williams, H C, Walter, F M
Published in The Lancet. Digital health (01.06.2022)
Published in The Lancet. Digital health (01.06.2022)
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Journal Article
Deep learning algorithm in detecting intracranial hemorrhages on emergency computed tomographies
Kundisch, Almut, Hönning, Alexander, Mutze, Sven, Kreissl, Lutz, Spohn, Frederik, Lemcke, Johannes, Sitz, Maximilian, Sparenberg, Paul, Goelz, Leonie
Published in PloS one (29.11.2021)
Published in PloS one (29.11.2021)
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Journal Article
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Breast Cancer Prediction Based on Multiple Machine Learning Algorithms
Zhou, Sheng, Hu, Chujiao, Wei, Shanshan, Yan, Xiaofan
Published in Technology in cancer research & treatment (01.01.2024)
Published in Technology in cancer research & treatment (01.01.2024)
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Journal Article
The importance of multi-modal imaging and clinical information for humans and AI-based algorithms to classify breast masses (INSPiRED 003): an international, multicenter analysis
Pfob, André, Sidey-Gibbons, Chris, Barr, Richard G., Duda, Volker, Alwafai, Zaher, Balleyguier, Corinne, Clevert, Dirk-André, Fastner, Sarah, Gomez, Christina, Goncalo, Manuela, Gruber, Ines, Hahn, Markus, Hennigs, André, Kapetas, Panagiotis, Lu, Sheng-Chieh, Nees, Juliane, Ohlinger, Ralf, Riedel, Fabian, Rutten, Matthieu, Schaefgen, Benedikt, Schuessler, Maximilian, Stieber, Anne, Togawa, Riku, Tozaki, Mitsuhiro, Wojcinski, Sebastian, Xu, Cai, Rauch, Geraldine, Heil, Joerg, Golatta, Michael
Published in European radiology (01.06.2022)
Published in European radiology (01.06.2022)
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Journal Article