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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
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
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
ECG_SegNet: An ECG delineation model based on the encoder-decoder structure
Liang, Xiaohong, Li, Liping, Liu, Yuanyuan, Chen, Dan, Wang, Xinpei, Hu, Shunbo, Wang, Jikuo, Zhang, Huan, Sun, Chengfa, Liu, Changchun
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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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
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
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
Knowledge discovery in medicine: Current issue and future trend
Esfandiari, Nura, Babavalian, Mohammad Reza, Moghadam, Amir-Masoud Eftekhari, Tabar, Vahid Kashani
Published in Expert systems with applications (01.07.2014)
Published in Expert systems with applications (01.07.2014)
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Journal Article
An immune-inspired semi-supervised algorithm for breast cancer diagnosis
Peng, Lingxi, Chen, Wenbin, Zhou, Wubai, Li, Fufang, Yang, Jin, Zhang, Jiandong
Published in Computer methods and programs in biomedicine (01.10.2016)
Published in Computer methods and programs in biomedicine (01.10.2016)
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Journal Article
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review
Ramezani, Somayeh Bakhtiari, Cummins, Logan, Killen, Brad, Carley, Richard, Amirlatifi, Amin, Rahimi, Shahram, Seale, Maria, Bian, Linkan
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Long short-term memory model – A deep learning approach for medical data with irregularity in cancer predication with tumor markers
Wu, Xiaoxing, Wang, Hsin-Yao, Shi, Peichang, Sun, Rong, Wang, Xiaolin, Luo, Zhixiao, Zeng, Fanling, Lebowitz, Michael S., Lin, Wan-Ying, Lu, Jang-Jih, Scherer, Richard, Price, Olivia, Wang, Ziwei, Zhou, Jiming, Wang, Yonghong
Published in Computers in biology and medicine (01.05.2022)
Published in Computers in biology and medicine (01.05.2022)
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Journal Article
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Picon, Artzai, Irusta, Unai, Álvarez-Gila, Aitor, Aramendi, Elisabete, Alonso-Atienza, Felipe, Figuera, Carlos, Ayala, Unai, Garrote, Estibaliz, Wik, Lars, Kramer-Johansen, Jo, Eftestøl, Trygve
Published in PloS one (20.05.2019)
Published in PloS one (20.05.2019)
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Journal Article
Deep Learning Assisted Efficient AdaBoost Algorithm for Breast Cancer Detection and Early Diagnosis
Zheng, Jing, Lin, Denan, Gao, Zhongjun, Wang, Shuang, He, Mingjie, Fan, Jipeng
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
A data mining approach for diagnosis of coronary artery disease
Alizadehsani, Roohallah, Habibi, Jafar, Hosseini, Mohammad Javad, Mashayekhi, Hoda, Boghrati, Reihane, Ghandeharioun, Asma, Bahadorian, Behdad, Sani, Zahra Alizadeh
Published in Computer methods and programs in biomedicine (01.07.2013)
Published in Computer methods and programs in biomedicine (01.07.2013)
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Journal Article