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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
Machine‐Learning Assessed Abdominal Aortic Calcification is Associated with Long‐Term Fall and Fracture Risk in Community‐Dwelling Older Australian Women
Dalla Via, Jack, Gebre, Abadi K., Smith, Cassandra, Gilani, Zulqarnain, Suter, David, Sharif, Naeha, Szulc, Pawel, Schousboe, John T., Kiel, Douglas P., Zhu, Kun, Leslie, William D., Prince, Richard L., Lewis, Joshua R., Sim, Marc
Published in Journal of bone and mineral research (01.12.2023)
Published in Journal of bone and mineral research (01.12.2023)
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Journal Article
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
Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support: Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
Suzuki, Kenji, Reyes, Mauricio, Syeda-Mahmood, Tanveer, Konukoglu, Ender, Glocker, Ben, Wiest, Roland, Gur, Yaniv, Greenspan, Hayit, Madabhushi, Anant
Year of Publication 2019
Year of Publication 2019
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Conference Proceeding
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
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Published in Biological psychiatry (1969) (01.10.2024)
Published in Biological psychiatry (1969) (01.10.2024)
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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
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
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
Multimodal brain tumor segmentation and classification from MRI scans based on optimized DeepLabV3+ and interpreted networks information fusion empowered with explainable AI
Ullah, Muhammad Sami, Khan, Muhammad Attique, Albarakati, Hussain Mobarak, Damaševičius, Robertas, Alsenan, Shrooq
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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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