Publications
Export 284 results:
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2019. Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. 7th International Work-Conference on Bioinformatics and Biomedical Engineering.
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2019. Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. Entropy. 21(5):442.
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2019. Medical Diagnostics Based on Encrypted Medical Data. International Conference on Bio-inspired Information and Communication.
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2019. Private naive bayes classification of personal biomedical data: Application in cancer data analysis. Computers in Biology and Medicine. 105:144–150.
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2019. Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry. Informatics in Medicine Unlocked. 16:100222.
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2018. Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome. IEEE Journal of Biomedical and Health Informatics. 23(1):407-415.
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2018. Artificial Intelligence for Anesthesia: What the Practicing Clinician Needs to Know: More than Black Magic for the Art of the Dark. Anesthesiology. 129(4):619-622.
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2018. Atrial Fibrillation Prediction Using Recordings from Portable Devices. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Automatic Left Ventricle Segmentation Using Dilated and Adversarial Convolutional Neural Network.
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2018. Automatic Midline Shift Detection in Traumatic Brain Injury. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
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2018. Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. Engineering in Medicine and Biology Society, EMBC.
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2018. Deep learning in pharmacogenomics: from gene regulation to patient stratification. Pharmacogenomics. 19(7):629-650.
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2018. Feasibility Study For In-Vehicle Detection of Severe Cardiac Events. International Journal of Automotive Engineering. 9(4):316–322.
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2018. Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Fully Automated Spleen Localization and Segmentation Using Machine Learning and 3D Active Contours. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Fully-Automated Left Ventricle Segmentation Using a Dilated and Adversarial Deep Learning Architecture. 138:A16899–A16899.
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2018. Fully-Automated Left Ventricle Segmentation Using a Dilated and Adversarial Deep Learning Architecture. 138
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2018. Game theoretic approach for systematic feature selection; application in false alarm detection in intensive care units. Entropy. 20(3):190.
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2018. Hematoma Segmentation Using Dilated Convolutional Neural Network. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Identification of Compensatory Arterial Dynamics in Swine Using a Non-Invasive Sensor for Local Vascular Resistance. Proceedings of the ASME Dynamic Systems and Control Conference ASME.
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2018. Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. Engineering in Medicine and Biology Society, EMBC.
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2018. A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. 2018 40th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society ({EMBC}).
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2018. Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2018. Preprocessing Sequence Coverage Data for Precise Detection of Copy Number Variations. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
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2018. Private Naïve Bayes Classification of Personal Biomedical Data: Application in Cancer Data Analysis.
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2018. Private-Key Fully Homomorphic Encryption for Private Classification. International Congress on Mathematical Software.
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2018. Stratification of Cardiac Index Using a Novel Non-Invasive Ring and Deep Learning. 138:A16415–A16415.
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2018. Third Party Private Search.
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2018. Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical & biological engineering & computing. 56(9):1515–1530.
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2017. Abnormality Detection of Mammograms by Discriminative Dictionary learning on DSIFT Descriptors. IEEE Engineering in Medicine and Biology Society conference (EMBC'17).
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2017. Ambulatory heart rate variability identifies differences in sleep between people with fibromyalgia and matched controls. The Journal of Pain. 18(4):S54.
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2017. Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. IEEE International Conference on Acoustics, Speech and Signal Processing.
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2017. Automated Subdural Hematoma Segmentation for Traumatic Brain Injured (TBI) Patients. IEEE Engineering in Medicine and Biology Society conference (EMBC'17).
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2017. Bias and noise cancellation for robust copy number variation detection. Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. :591.
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2017. Blind Stereo Quality Assessment Based on Learned Features from Binocular Combined Images. IEEE Transactions on Multimedia. 19(11):2475-2489.
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2017. Classifying Osteosarcoma Patients Using Machine Learning Approaches. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).
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2017. Deep Convolutional Neural Networks for Left Ventricle Segmentation. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).