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Self-supervised learning for medical image analysis using image context restoration
Chen, Liang, Bentley, Paul, Mori, Kensaku, Misawa, Kazunari, Fujiwara, Michitaka, Rueckert, Daniel
Published in Medical image analysis (01.12.2019)
Published in Medical image analysis (01.12.2019)
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Journal Article
Explainable machine-learning algorithms to differentiate bipolar disorder from major depressive disorder using self-reported symptoms, vital signs, and blood-based markers
Zhu, Ting, Liu, Xiaofei, Wang, Junren, Kou, Ran, Hu, Yao, Yuan, Minlan, Yuan, Cui, Luo, Li, Zhang, Wei
Published in Computer methods and programs in biomedicine (01.10.2023)
Published in Computer methods and programs in biomedicine (01.10.2023)
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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
Swarm Intelligence-Enhanced Detection of Non-Small-Cell Lung Cancer Using Tumor-Educated Platelets
Best, Myron G., Sol, Nik, In ‘t Veld, Sjors G.J.G., Vancura, Adrienne, Muller, Mirte, Niemeijer, Anna-Larissa N., Fejes, Aniko V., Tjon Kon Fat, Lee-Ann, Huis In ‘t Veld, Anna E., Leurs, Cyra, Le Large, Tessa Y., Meijer, Laura L., Kooi, Irsan E., Rustenburg, François, Schellen, Pepijn, Verschueren, Heleen, Post, Edward, Wedekind, Laurine E., Bracht, Jillian, Esenkbrink, Michelle, Wils, Leon, Favaro, Francesca, Schoonhoven, Jilian D., Tannous, Jihane, Meijers-Heijboer, Hanne, Kazemier, Geert, Giovannetti, Elisa, Reijneveld, Jaap C., Idema, Sander, Killestein, Joep, Heger, Michal, de Jager, Saskia C., Urbanus, Rolf T., Hoefer, Imo E., Pasterkamp, Gerard, Mannhalter, Christine, Gomez-Arroyo, Jose, Bogaard, Harm-Jan, Noske, David P., Vandertop, W. Peter, van den Broek, Daan, Ylstra, Bauke, Nilsson, R. Jonas A., Wesseling, Pieter, Karachaliou, Niki, Rosell, Rafael, Lee-Lewandrowski, Elizabeth, Lewandrowski, Kent B., Tannous, Bakhos A., de Langen, Adrianus J., Smit, Egbert F., van den Heuvel, Michel M., Wurdinger, Thomas
Published in Cancer cell (14.08.2017)
Published in Cancer cell (14.08.2017)
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Journal Article
Deep Learning Assisted Efficient AdaBoost Algorithm for Breast Cancer Detection and Early Diagnosis
Zheng, Jing, Lin, Denan, Gao, Zhongjun, Wang, Shuang, He, Mingjie, Fan, Jipeng
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Intelligent Diagnostic Prediction and Classification Models for Detection of Kidney Disease
Poonia, Ramesh Chandra, Gupta, Mukesh Kumar, Abunadi, Ibrahim, Albraikan, Amani Abdulrahman, Al-Wesabi, Fahd N., Hamza, Manar Ahmed, B, Tulasi
Published in Healthcare (Basel) (14.02.2022)
Published in Healthcare (Basel) (14.02.2022)
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Journal Article
Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms
Gagne II, David John, Haupt, Sue Ellen, Nychka, Douglas W., Thompson, Gregory
Published in Monthly weather review (01.08.2019)
Published in Monthly weather review (01.08.2019)
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Journal Article
ssVERDICT: Self‐supervised VERDICT‐MRI for enhanced prostate tumor characterization
Sen, Snigdha, Singh, Saurabh, Pye, Hayley, Moore, Caroline M., Whitaker, Hayley C., Punwani, Shonit, Atkinson, David, Panagiotaki, Eleftheria, Slator, Paddy J.
Published in Magnetic resonance in medicine (01.11.2024)
Published in Magnetic resonance in medicine (01.11.2024)
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Journal Article
Longitudinal self-supervised learning
Zhao, Qingyu, Liu, Zixuan, Adeli, Ehsan, Pohl, Kilian M.
Published in Medical image analysis (01.07.2021)
Published in Medical image analysis (01.07.2021)
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Journal Article
Machine Learning and Image Processing Enabled Evolutionary Framework for Brain MRI Analysis for Alzheimer’s Disease Detection
Kamal, Mustafa, Pratap, A. Raghuvira, Naved, Mohd, Zamani, Abu Sarwar, Nancy, P., Ritonga, Mahyudin, Shukla, Surendra Kumar, Sammy, F.
Published in Computational intelligence and neuroscience (2022)
Published in Computational intelligence and neuroscience (2022)
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Journal Article
Artificial intelligence (AI) diagnostic tools: utilizing a convolutional neural network (CNN) to assess periodontal bone level radiographically—a retrospective study
Alotaibi, Ghala, Awawdeh, Mohammed, Farook, Fathima Fazrina, Aljohani, Mohamed, Aldhafiri, Razan Mohamed, Aldhoayan, Mohamed
Published in BMC oral health (13.09.2022)
Published in BMC oral health (13.09.2022)
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Journal Article