Publications
Export 315 results:
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2021. Algebraic Methods for Tensor Data. SIAM Journal on Applied Algebra and Geometry. 5:1–27.
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2021. Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. Entropy. 23:382.
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2021. Multimodal Tensor-Based Method for Integrative and Continuous Patient Monitoring During Postoperative Cardiac Care. Artificial Intelligence in Medicine. :102032.
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2021. Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. Biomedical Signal Processing and Control. 63:102200.
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2021. Web infrastructure for data management, storage and computation. Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging.
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2020. 3D Auto-Segmentation of Mandibular Condyles. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2020. Automated Classification of Osteosarcoma and Benign Tumors Using RNA-Seq and Plain X-Ray. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2020. Automated Hematoma Segmentation and Outcome Prediction for Patients with Traumatic Brain Injury. Artificial Intelligence in Medicine. :101910.
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2020. Automated Segmentation and Severity Analysis of Subdural Hematoma for Patients with Traumatic Brain Injuries. Diagnostics. 10:773.
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2020. Coupled matrix–matrix and coupled tensor–matrix completion methods for predicting drug–target interactions. Briefings in Bioinformatics.
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2020. Fully automated endoscopic disease activity assessment in ulcerative colitis. Gastrointestinal Endoscopy.
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2020. Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. IEEE Journal of Biomedical and Health Informatics.
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2020. Machine learning approaches and databases for prediction of drug–target interaction: a survey paper. Briefings in Bioinformatics.
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2020. Novel Algorithm for Automated Optic Nerve Sheath Diameter Measurement Using a Clustering Approach. Military Medicine.
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2020. Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2020. Robust Segmentation of Lung in Chest X-Ray: Applications in Analysis of Acute Respiratory Distress Syndrome. BMC Medical Imaging.
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2020. Solving the conjugacy decision problem via machine learning. Experimental Mathematics. 29:66–78.
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2020. Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. Computers in Biology and Medicine. 126:104042.
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2019. Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2019. Automated optic nerve sheath diameter measurement using super-pixel analysis. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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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. Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2019. Diabetic Wound Segmentation using Convolutional Neural Networks. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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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. Markov Models for Detection of Ventricular Arrhythmia. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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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. Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
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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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2019. An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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2019. Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
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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.