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Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Sayres, Rory, Taly, Ankur, Rahimy, Ehsan, Blumer, Katy, Coz, David, Hammel, Naama, Krause, Jonathan, Narayanaswamy, Arunachalam, Rastegar, Zahra, Wu, Derek, Xu, Shawn, Barb, Scott, Joseph, Anthony, Shumski, Michael, Smith, Jesse, Sood, Arjun B., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens
Published in JAMA oncology
(01.09.2020)
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Journal Article
Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
Syleouni, Maria‐Eleni, Karavasiloglou, Nena, Manduchi, Laura, Wanner, Miriam, Korol, Dimitri, Ortelli, Laura, Bordoni, Andrea, Rohrmann, Sabine
Published in International journal of cancer (01.09.2023)
Published in International journal of cancer (01.09.2023)
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Journal Article
Swarm Learning for decentralized and confidential clinical machine learning
Warnat-Herresthal, Stefanie, Schultze, Hartmut, Shastry, Krishnaprasad Lingadahalli, Manamohan, Sathyanarayanan, Mukherjee, Saikat, Garg, Vishesh, Sarveswara, Ravi, Händler, Kristian, Pickkers, Peter, Aziz, N. Ahmad, Ktena, Sofia, Tran, Florian, Bitzer, Michael, Ossowski, Stephan, Casadei, Nicolas, Herr, Christian, Petersheim, Daniel, Behrends, Uta, Kern, Fabian, Fehlmann, Tobias, Schommers, Philipp, Lehmann, Clara, Augustin, Max, Rybniker, Jan, Altmüller, Janine, Mishra, Neha, Bernardes, Joana P., Krämer, Benjamin, Bonaguro, Lorenzo, Schulte-Schrepping, Jonas, De Domenico, Elena, Siever, Christian, Kraut, Michael, Desai, Milind, Monnet, Bruno, Saridaki, Maria, Siegel, Charles Martin, Drews, Anna, Nuesch-Germano, Melanie, Theis, Heidi, Heyckendorf, Jan, Schreiber, Stefan, Kim-Hellmuth, Sarah, Nattermann, Jacob, Skowasch, Dirk, Kurth, Ingo, Keller, Andreas, Bals, Robert, Nürnberg, Peter, Rieß, Olaf, Rosenstiel, Philip, Netea, Mihai G., Theis, Fabian, Mukherjee, Sach, Backes, Michael, Aschenbrenner, Anna C., Ulas, Thomas, Breteler, Monique M. B., Giamarellos-Bourboulis, Evangelos J., Kox, Matthijs, Becker, Matthias, Cheran, Sorin, Woodacre, Michael S., Goh, Eng Lim, Schultze, Joachim L.
Published in Nature (London) (10.06.2021)
Published in Nature (London) (10.06.2021)
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Journal Article
Assessment of deep learning algorithms to predict histopathological diagnosis of breast cancer: first Moroccan prospective study on a private dataset
El Agouri, H., Azizi, M., El Attar, H., El Khannoussi, M., Ibrahimi, A., Kabbaj, R., Kadiri, H., BekarSabein, S., EchCharif, S., Mounjid, C., El Khannoussi, B.
Published in BMC research notes (19.02.2022)
Published in BMC research notes (19.02.2022)
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Journal Article
Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks
Li, Jian-Yu, Zhan, Zhi-Hui, Xu, Jin, Kwong, Sam, Zhang, Jun
Published in IEEE transaction on neural networks and learning systems (01.05.2023)
Published in IEEE transaction on neural networks and learning systems (01.05.2023)
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Journal Article
Implementation of machine learning algorithms to create diabetic patient re-admission profiles
Alloghani, Mohamed, Aljaaf, Ahmed, Hussain, Abir, Baker, Thar, Mustafina, Jamila, Al-Jumeily, Dhiya, Khalaf, Mohammed
Published in BMC medical informatics and decision making (12.12.2019)
Published in BMC medical informatics and decision making (12.12.2019)
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Journal Article
Convolutional neural network models for cancer type prediction based on gene expression
Mostavi, Milad, Chiu, Yu-Chiao, Huang, Yufei, Chen, Yidong
Published in BMC medical genomics (03.04.2020)
Published in BMC medical genomics (03.04.2020)
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Journal Article
Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography
Kwon, Joon‐Myoung, Lee, Soo Youn, Jeon, Ki‐Hyun, Lee, Yeha, Kim, Kyung‐Hee, Park, Jinsik, Oh, Byung‐Hee, Lee, Myong‐Mook
Published in Journal of the American Heart Association (09.04.2020)
Published in Journal of the American Heart Association (09.04.2020)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article