Publications
Export 269 results:
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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. :1-1.
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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.
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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. 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. 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. 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. 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. Mathematical Software – ICMS 2018.
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2018. Third Party Private Search.
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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. Aggregation of Rich Depth Aware Features in a Multi -Level Learning Model for Single Image Depth Estimation. Submitted to IEEE Transactions on Circuits and Systems for Video Technology.
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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: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. :1–1.
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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).
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2017. Developing an Automated System to Predict ICU Length of Stay for TBI patients with Subdural Hematoma.
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2017. Estimation of Peripheral Artery Radius using Non-Invasive Sensors and Kalman Filtering of Local Dynamics. submitted to American Control Conference.
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2017. An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension. Engineering in Medicine and Biology Society (EMBC). :227-2230.
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2017. Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. International Journal of Computer Assisted Radiology and Surgery.
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2017. Fast Exposure Fusion Using Exposedness Function. IEEE International Conference on Image Processing (ICIP’2017).
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2017. Feasibility and usability of a mobile application to assess symptoms and affect in patients with atrial fibrillation: A pilot study. Hypertension. 10(2):9-12.
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2017. Feasibility of the E4 Wristband to assess sleep in adults with and without fibromyalgia. The Journal of Pain. 18:S54.
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2017. Feasibility Study for In-Vehicle Detection of Severe Cardiac Events. to appear in FAST-zero symposia.
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2017. Hardware Implementation of Adaptive Watermarking Based on Local Spatial Disorder Analysis. submitted to Circuits, Systems, and Signal Processing, Springer.
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2017. A Kalman Filter Approach with State Inequality Constraints for Real-time Prediction of Intradialytic Hypotension using a Polyvinylidene Fluoride Based Sensor. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).
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2017. Noise cancellation for robust copy number variation detection using next generation sequencing data. Bioinformatics and Biomedicine (BIBM).
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2017. Non-Invasive Vascular Resistance Monitoring with a Piezoelectric Sensor and Pulse Plethysmograph. submitted to Sensors & Actuators.
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2017. A review of automated methods for detection of myocardial ischemia and infarction using electrocardiogram and electronic health records. IEEE Reviews in Biomedical Engineering. 10:264-298.
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2017. Robust image watermarking scheme using bit-plane of hadamard coefficients. Multimedia Tools and Applications. :1–23.
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2017. Surface area-based focus criterion for multi-focus image fusion. Information Fusion.
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2017. Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. submitted to Expert Systems with Applications, Elsevier.
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2017. Windowed persistent homology: A topological signal processing algorithm applied to clinical obesity data. PLOS ONE. 12:e0177696.
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2016. Automatic detection of melanoma using broad extraction of features from digital images. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.