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Graph optimization algorithm enhanced by dual-scale spectral features with contrastive learning for robust bearing fault diagnosis
Li, Ying, Liu, Xiaoping, Hu, Junhui, Liang, Pengfei, Wang, Bin, Yuan, Xiaoming, Zhang, Lijie
Published in Knowledge-based systems (22.04.2025)
Published in Knowledge-based systems (22.04.2025)
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Journal Article
Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms
Rashno, Abdolreza, Koozekanani, Dara D., Drayna, Paul M., Nazari, Behzad, Sadri, Saeed, Rabbani, Hossein, Parhi, Keshab K.
Published in IEEE transactions on biomedical engineering (01.05.2018)
Published in IEEE transactions on biomedical engineering (01.05.2018)
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Journal Article
Deep Learning-Based Tract Classification of Preoperative DWI Tractography Advances the Prediction of Short-Term Postoperative Language Improvement in Children With Drug-Resistant Epilepsy
Lee, Min-Hee, Banerjee, Soumyanil, Uda, Hiroshi, Carlson, Alanna, Dong, Ming, Rothermel, Robert, Juhasz, Csaba, Asano, Eishi, Jeong, Jeong-Won
Published in IEEE transactions on biomedical engineering (01.02.2025)
Published in IEEE transactions on biomedical engineering (01.02.2025)
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Journal Article
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks
Walke, Daniel, Steinbach, Daniel, Gibb, Sebastian, Kaiser, Thorsten, Saake, Gunter, Ahrens, Paul C, Broneske, David, Heyer, Robert
Published in PloS one (08.07.2025)
Published in PloS one (08.07.2025)
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Journal Article
T 2 relaxation‐time mapping in healthy and diseased skeletal muscle using extended phase graph algorithms
Keene, Kevin R., Beenakker, Jan‐Willem M., Hooijmans, Melissa T., Naarding, Karin J., Niks, Erik H., Otto, Louise A. M., van der Pol, W. Ludo, Tannemaat, Martijn R., Kan, Hermien E., Froeling, Martijn
Published in Magnetic resonance in medicine (01.11.2020)
Published in Magnetic resonance in medicine (01.11.2020)
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Journal Article
Effectiveness of deep learning in early‐stage oral cancer detections and classification using histogram of oriented gradients
Dutta, Chiranjit, Sandhya, Prasad, Vidhya, Kandasamy, Rajalakshmi, Ramanathan, Ramya, Devasahayam, Madhubabu, Kotakonda
Published in Expert systems (01.06.2024)
Published in Expert systems (01.06.2024)
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Journal Article
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches
Hussein, Sarfaraz, Kandel, Pujan, Bolan, Candice W., Wallace, Michael B., Bagci, Ulas
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms
Wang, Shurun, Tang, Hao, Himeno, Ryutaro, Solé-Casals, Jordi, Caiafa, Cesar F., Han, Shuning, Aoki, Shigeki, Sun, Zhe
Published in Computer methods and programs in biomedicine (01.12.2024)
Published in Computer methods and programs in biomedicine (01.12.2024)
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Journal Article
Deep CNN with LM learning based myocardial ischemia detection in cardiac magnetic resonance images
Muthulakshmi, M., Kavitha, G.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
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Conference Proceeding
Journal Article
Graph data science and machine learning for the detection of COVID-19 infection from symptoms
Alqaissi, Eman, Alotaibi, Fahd, Ramzan, Muhammad Sher
Published in PeerJ. Computer science (10.04.2023)
Published in PeerJ. Computer science (10.04.2023)
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Journal Article