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Application of Transfer Learning and Feature Fusion Algorithms to Improve the Identification and Prediction Efficiency of Premature Ovarian Failure
Zhang, Yuanyuan, Hou, Jing, Wang, Qiaoyun, Hou, Aiqin, Liu, Yanni
Published in Journal of healthcare engineering (27.03.2022)
Published in Journal of healthcare engineering (27.03.2022)
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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
Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine
Nanmaran, R., Srimathi, S., Yamuna, G., Thanigaivel, S., Vickram, A. S., Priya, A. K., Karthick, Alagar, Karpagam, J., Mohanavel, V., Muhibbullah, M.
Published in Computational and mathematical methods in medicine (07.02.2022)
Published in Computational and mathematical methods in medicine (07.02.2022)
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Journal Article
Machine Learning Algorithms and Fault Detection for Improved Belief Function Based Decision Fusion in Wireless Sensor Networks
Javaid, Atia, Javaid, Nadeem, Wadud, Zahid, Saba, Tanzila, Sheta, Osama E., Saleem, Muhammad Qaiser, Alzahrani, Mohammad Eid
Published in Sensors (Basel, Switzerland) (17.03.2019)
Published in Sensors (Basel, Switzerland) (17.03.2019)
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Journal Article
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
Fabelo, Himar, Ortega, Samuel, Ravi, Daniele, Kiran, B. Ravi, Sosa, Coralia, Bulters, Diederik, Callicó, Gustavo M., Bulstrode, Harry, Szolna, Adam, Piñeiro, Juan F., Kabwama, Silvester, Madroñal, Daniel, Lazcano, Raquel, J-O’Shanahan, Aruma, Bisshopp, Sara, Hernández, María, Báez, Abelardo, Yang, Guang-Zhong, Stanciulescu, Bogdan, Salvador, Rubén, Juárez, Eduardo, Sarmiento, Roberto
Published in PloS one (19.03.2018)
Published in PloS one (19.03.2018)
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Journal Article
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods
Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Knee joint vibration signal classification algorithm based on machine learning
Zheng, Yi, Wang, Youqiang, Liu, Jixin, Jiang, Haiyan, Yue, Qingchao
Published in Neural computing & applications (01.02.2021)
Published in Neural computing & applications (01.02.2021)
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Journal Article
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
Seizure detection using wearable sensors and machine learning: Setting a benchmark
Tang, Jianbin, El Atrache, Rima, Yu, Shuang, Asif, Umar, Jackson, Michele, Roy, Subhrajit, Mirmomeni, Mahtab, Cantley, Sarah, Sheehan, Theodore, Schubach, Sarah, Ufongene, Claire, Vieluf, Solveig, Meisel, Christian, Harrer, Stefan, Loddenkemper, Tobias
Published in Epilepsia (Copenhagen) (01.08.2021)
Published in Epilepsia (Copenhagen) (01.08.2021)
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Journal Article
SkinNet-INIO: Multiclass Skin Lesion Localization and Classification Using Fusion-Assisted Deep Neural Networks and Improved Nature-Inspired Optimization Algorithm
Hussain, Muneezah, Khan, Muhammad Attique, Damaševičius, Robertas, Alasiry, Areej, Marzougui, Mehrez, Alhaisoni, Majed, Masood, Anum
Published in Diagnostics (Basel) (01.09.2023)
Published in Diagnostics (Basel) (01.09.2023)
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Journal Article
Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Machine Learning Algorithms Evaluate Immune Response to Novel Mycobacterium tuberculosis Antigens for Diagnosis of Tuberculosis
Meier, Noëmi Rebecca, Sutter, Thomas M., Jacobsen, Marc, Ottenhoff, Tom H. M., Vogt, Julia E., Ritz, Nicole
Published in Frontiers in cellular and infection microbiology (08.01.2021)
Published in Frontiers in cellular and infection microbiology (08.01.2021)
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Journal Article
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms
Mukherjee, Rajib, Beykal, Burcu, Szafran, Adam T., Onel, Melis, Stossi, Fabio, Mancini, Maureen G., Lloyd, Dillon, Wright, Fred A., Zhou, Lan, Mancini, Michael A., Pistikopoulos, Efstratios N.
Published in PLoS computational biology (01.09.2020)
Published in PLoS computational biology (01.09.2020)
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Journal Article