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A Hybrid CNN–GRU–LSTM Algorithm with SHAP-Based Interpretability for EEG-Based ADHD Diagnosis
Baibulova, Makbal, Aitimov, Murat, Burganova, Roza, Abdykerimova, Lazzat, Sabirova, Umida, Seitakhmetova, Zhanat, Uvaliyeva, Gulsiya, Orynbassar, Maksym, Kassekeyeva, Aislu, Kassim, Murizah
Published in Algorithms (01.08.2025)
Published in Algorithms (01.08.2025)
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Journal Article
Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers
Guan, Hao, Liu, Tao, Jiang, Jiyang, Tao, Dacheng, Zhang, Jicong, Niu, Haijun, Zhu, Wanlin, Wang, Yilong, Cheng, Jian, Kochan, Nicole A., Brodaty, Henry, Sachdev, Perminder, Wen, Wei
Published in Frontiers in aging neuroscience (26.09.2017)
Published in Frontiers in aging neuroscience (26.09.2017)
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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
Research on Disease Prediction Method Based on R-Lookahead-LSTM
Chen, Hailong, Du, Mei, Zhang, Yingyu, Yang, Chang
Published in Computational intelligence and neuroscience (13.04.2022)
Published in Computational intelligence and neuroscience (13.04.2022)
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Journal Article
Cost-Sensitive Boosting
Masnadi-Shirazi, H, Vasconcelos, N
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
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Journal Article
Multimodal Gait Abnormality Recognition Using a Convolutional Neural Network–Bidirectional Long Short-Term Memory (CNN-BiLSTM) Network Based on Multi-Sensor Data Fusion
Li, Jing, Liang, Weisheng, Yin, Xiyan, Li, Jun, Guan, Weizheng
Published in Sensors (Basel, Switzerland) (01.11.2023)
Published in Sensors (Basel, Switzerland) (01.11.2023)
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Journal Article
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
Li, Xiaomeng, Chen, Hao, Qi, Xiaojuan, Dou, Qi, Fu, Chi-Wing, Heng, Pheng-Ann
Published in IEEE transactions on medical imaging (01.12.2018)
Published in IEEE transactions on medical imaging (01.12.2018)
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Journal Article
Alpha desynchronization and frontoparietal connectivity during spatial working memory encoding deficits in ADHD: A simultaneous EEGfMRI study
Lenartowicz, Agatha, Lu, Steven, Rodriguez, Cameron, Lau, Edward P., Walshaw, Patricia D., McCracken, James T., Cohen, Mark S., Loo, Sandra K.
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
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Journal Article
An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease
Fonteijn, Hubert M., Modat, Marc, Clarkson, Matthew J., Barnes, Josephine, Lehmann, Manja, Hobbs, Nicola Z., Scahill, Rachael I., Tabrizi, Sarah J., Ourselin, Sebastien, Fox, Nick C., Alexander, Daniel C.
Published in NeuroImage (Orlando, Fla.) (15.04.2012)
Published in NeuroImage (Orlando, Fla.) (15.04.2012)
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Journal Article
Evaluation of a research diagnostic algorithm for DSM-5 neurocognitive disorders in a population-based cohort of older adults
Eramudugolla, Ranmalee, Mortby, Moyra E., Sachdev, Perminder, Meslin, Chantal, Kumar, Rajeev, Anstey, Kaarin J.
Published in Alzheimer's research & therapy (04.03.2017)
Published in Alzheimer's research & therapy (04.03.2017)
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Journal Article
Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning
Srikantamurthy, Mahati Munikoti, Rallabandi, V. P. Subramanyam, Dudekula, Dawood Babu, Natarajan, Sathishkumar, Park, Junhyung
Published in BMC medical imaging (30.01.2023)
Published in BMC medical imaging (30.01.2023)
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Journal Article
Hybrid Deep Learning Classification Model for Attention-Deficit-Hyperactivity Disorder using functional Magnetic Resonance Imaging
K, Usha Rupni, P, Aruna Priya
Published in 2023 International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS) (09.02.2023)
Published in 2023 International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS) (09.02.2023)
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Conference Proceeding
Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators
Bieliński, Adrian, Rojek, Izabela, Mikołajewski, Dariusz
Published in Electronics (Basel) (01.11.2023)
Published in Electronics (Basel) (01.11.2023)
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Journal Article