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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
An intelligent healthcare framework for breast cancer diagnosis based on the information fusion of novel deep learning architectures and improved optimization algorithm
Jabeen, Kiran, Khan, Muhammad Attique, Damaševičius, Robertas, Alsenan, Shrooq, Baili, Jamel, Zhang, Yu-Dong, Verma, Amit
Published in Engineering applications of artificial intelligence (01.11.2024)
Published in Engineering applications of artificial intelligence (01.11.2024)
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Journal Article
Generating wall shear stress for coronary artery in real-time using neural networks: Feasibility and initial results based on idealized models
Su, Boyang, Zhang, Jun-Mei, Zou, Hua, Ghista, Dhanjoo, Le, Thu Thao, Chin, Calvin
Published in Computers in biology and medicine (01.11.2020)
Published in Computers in biology and medicine (01.11.2020)
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Journal Article
Deep Canonical Correlation Fusion Algorithm Based on Denoising Autoencoder for ASD Diagnosis and Pathogenic Brain Region Identification
Zhang, Huilian, Chen, Jie, Liao, Bo, Wu, Fang-xiang, Bi, Xia-an
Published in Interdisciplinary sciences : computational life sciences (01.06.2024)
Published in Interdisciplinary sciences : computational life sciences (01.06.2024)
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Journal Article
Early Stage Kidney Chronic Diseases Diagnosis using Feature Fusion and Deep Learning Algorithms
Saba, Tanzila, Mujahid, Muhamamd, Ayesha, Noor, Kolivand, Mahyar
Published in 2024 17th International Conference on Development in eSystem Engineering (DeSE) (06.11.2024)
Published in 2024 17th International Conference on Development in eSystem Engineering (DeSE) (06.11.2024)
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Conference Proceeding
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
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
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
Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion
Duan, Chiming, Yang, Yong, Jia, Tong, Liu, Guiyang, Liu, Jinbu, Zhang, Huxing, Zhou, Qi, Li, Ying, Huang, Gang
Published in Proceedings / International Conference on Software Engineering (26.04.2025)
Published in Proceedings / International Conference on Software Engineering (26.04.2025)
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Conference Proceeding
Deep transfer learning approaches for bleeding detection in endoscopy images
Caroppo, Andrea, Leone, Alessandro, Siciliano, Pietro
Published in Computerized medical imaging and graphics (01.03.2021)
Published in Computerized medical imaging and graphics (01.03.2021)
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Journal Article
An improved evidence fusion algorithm in multi-sensor systems
Zhao, Kaiyi, Sun, Rutai, Li, Li, Hou, Manman, Yuan, Gang, Sun, Ruizhi
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2021)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2021)
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Journal Article
Forecasting the trend of tuberculosis incidence in Anhui Province based on machine learning optimization algorithm, 2013–2023
Zhang, Yan, Ma, Huan, Wang, Hua, Xia, Qing, Wu, Shasha, Meng, Jing, Zhu, Panpan, Guo, Zhilong, Hou, Jing
Published in BMC pulmonary medicine (26.10.2024)
Published in BMC pulmonary medicine (26.10.2024)
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Journal Article
Convolutional Neural Networks using the SMOTE Algorithm and Features Fusion for Wind Turbine Fault Prediction
Franca Aires, Lucas, Oliveira Schmidt, Julio, Hubner, Guilherme Ricardo, Menine Schaf, Frederico, Moro Franchi, Claiton, Pinheiro, Humberto, Tello Gamarra, Daniel Fernando
Published in Revista IEEE América Latina (01.03.2025)
Published in Revista IEEE América Latina (01.03.2025)
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Journal Article
A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice
Giannini, Heather M, Ginestra, Jennifer C, Chivers, Corey, Draugelis, Michael, Hanish, Asaf, Schweickert, William D, Fuchs, Barry D, Meadows, Laurie, Lynch, Michael, Donnelly, Patrick J, Pavan, Kimberly, Fishman, Neil O, Hanson, 3rd, C William, Umscheid, Craig A
Published in Critical care medicine (01.11.2019)
Published in Critical care medicine (01.11.2019)
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Journal Article
Developing Nurse‐Accessible Hypertension Prediction Tools for Low‐Income Populations: A Comparative Analysis of Machine Learning Algorithms With SHAP Interpretation
Huang, Chuan, Xu, Jiaojiao, Qiu, Hai, Yue, Yuchuan
Published in International journal of nursing practice (01.10.2025)
Published in International journal of nursing practice (01.10.2025)
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Journal Article