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Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors.
- Published in:
- Sensors (14248220), 2024, v. 24, n. 7, p. 2189, doi. 10.3390/s24072189
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- Article
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data.
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- BMC Medical Informatics & Decision Making, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12911-024-02453-y
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- Publication type:
- Article
Leveraging Multi-Annotator Label Uncertainties as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images.
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- Bioengineering (Basel), 2024, v. 11, n. 2, p. 133, doi. 10.3390/bioengineering11020133
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- Article
Sepsis Trajectory Prediction Using Privileged Information and Continuous Physiological Signals.
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- Diagnostics (2075-4418), 2024, v. 14, n. 3, p. 234, doi. 10.3390/diagnostics14030234
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- Publication type:
- Article
Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network.
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- PLoS ONE, 2023, v. 18, n. 11, p. 1, doi. 10.1371/journal.pone.0295016
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- Article
Increasing efficiency of SVMp+ for handling missing values in healthcare prediction.
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- PLoS Digital Health, 2023, v. 1, n. 6, p. 1, doi. 10.1371/journal.pdig.0000281
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- Article
AI-Based Decision Support System for Traumatic Brain Injury: A Survey.
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- Diagnostics (2075-4418), 2023, v. 13, n. 9, p. 1640, doi. 10.3390/diagnostics13091640
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- Article
Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification.
- Published in:
- Algorithms, 2023, v. 16, n. 2, p. 104, doi. 10.3390/a16020104
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- Publication type:
- Article
An interpretable neural network for outcome prediction in traumatic brain injury.
- Published in:
- BMC Medical Informatics & Decision Making, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12911-022-01953-z
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- Publication type:
- Article
Prediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system.
- Published in:
- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-15496-w
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- Article
A deep learning framework for automated detection and quantitative assessment of liver trauma.
- Published in:
- BMC Medical Imaging, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12880-022-00759-9
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- Publication type:
- Article
Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features.
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- BMC Medical Imaging, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12880-022-00734-4
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- Publication type:
- Article
Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity.
- Published in:
- 2021
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- Publication type:
- journal article
Clinical decision support systems in orthodontics: A narrative review of data science approaches.
- Published in:
- Orthodontics & Craniofacial Research, 2021, v. 24, p. 26, doi. 10.1111/ocr.12492
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- Article
Clinical decision support systems in orthodontics: A narrative review of data science approaches.
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- Orthodontics & Craniofacial Research, 2021, v. 24, p. 26, doi. 10.1111/ocr.12492
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- Publication type:
- Article
A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication.
- Published in:
- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00445-0
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- Article
Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning.
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- Entropy, 2021, v. 23, n. 4, p. 382, doi. 10.3390/e23040382
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- Article
Coupled matrix–matrix and coupled tensor–matrix completion methods for predicting drug–target interactions.
- Published in:
- Briefings in Bioinformatics, 2021, v. 22, n. 2, p. 2161, doi. 10.1093/bib/bbaa025
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- Article
Machine learning approaches and databases for prediction of drug–target interaction: a survey paper.
- Published in:
- Briefings in Bioinformatics, 2021, v. 22, n. 1, p. 247, doi. 10.1093/bib/bbz157
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- Publication type:
- Article
Erratum to: Machine learning approaches and databases for prediction of drug–target interaction: a survey paper.
- Published in:
- Briefings in Bioinformatics, 2021, v. 22, n. 1, p. 606, doi. 10.1093/bib/bbaa020
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- Publication type:
- Article
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.
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- BMC Medical Imaging, 2020, v. 20, n. 1, p. N.PAG, doi. 10.1186/s12880-020-00514-y
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- Publication type:
- Article
Automated Segmentation and Severity Analysis of Subdural Hematoma for Patients with Traumatic Brain Injuries.
- Published in:
- Diagnostics (2075-4418), 2020, v. 10, n. 10, p. 773, doi. 10.3390/diagnostics10100773
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- Publication type:
- Article
Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-64942-0
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- Publication type:
- Article
Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia.
- Published in:
- Entropy, 2019, v. 21, n. 5, p. 442, doi. 10.3390/e21050442
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- Publication type:
- Article
Real‐time removal of impulse noise from MR images for radiosurgery applications.
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- International Journal of Circuit Theory & Applications, 2019, v. 47, n. 3, p. 406, doi. 10.1002/cta.2591
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- Publication type:
- Article
Adaptive Real-Time Removal of Impulse Noise in Medical Images.
- Published in:
- Journal of Medical Systems, 2018, v. 42, n. 11, p. 1, doi. 10.1007/s10916-018-1074-7
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- Publication type:
- Article
Vessel segmentation and catheter detection in X-ray angiograms using superpixels.
- Published in:
- 2018
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- Publication type:
- journal article
Retinal blood vessel segmentation for macula detachment surgery monitoring instruments.
- Published in:
- International Journal of Circuit Theory & Applications, 2018, v. 46, n. 6, p. 1166, doi. 10.1002/cta.2462
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- Publication type:
- Article
Pyramidal modeling of geometric distortions for retargeted image quality evaluation.
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- Multimedia Tools & Applications, 2018, v. 77, n. 11, p. 13799, doi. 10.1007/s11042-017-4994-1
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- Publication type:
- Article
Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units.
- Published in:
- Entropy, 2018, v. 20, n. 3, p. 190, doi. 10.3390/e20030190
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- Publication type:
- Article
Robust image watermarking scheme using bit-plane of hadamard coefficients.
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- Multimedia Tools & Applications, 2018, v. 77, n. 2, p. 2033, doi. 10.1007/s11042-016-4278-1
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- Article
A proximity-based graph clustering method for the identification and application of transcription factor clusters.
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- BMC Bioinformatics, 2017, v. 18, p. 1, doi. 10.1186/s12859-017-1935-y
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- Publication type:
- Article
Feasibility and Usability of a Mobile Application to Assess Symptoms and Affect in Patients with Atrial Fibrillation: A Pilot Study.
- Published in:
- JAFIB: Journal of Atrial Fibrillation, 2017, v. 10, n. 2, p. 9, doi. 10.4022/jafib.1672
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- Publication type:
- Article
Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma.
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- International Journal of Computer Assisted Radiology & Surgery, 2017, v. 12, n. 6, p. 1021, doi. 10.1007/s11548-017-1567-8
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- Article
Windowed persistent homology: A topological signal processing algorithm applied to clinical obesity data.
- Published in:
- PLoS ONE, 2017, v. 12, n. 5, p. 1, doi. 10.1371/journal.pone.0177696
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- Publication type:
- Article
Symptoms In Atrial Fibrillation: A Contemporary Review And Future Directions.
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- JAFIB: Journal of Atrial Fibrillation, 2016, v. 9, n. 1, p. 82
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- Publication type:
- Article
Digitization of Electrocardiogram From Telemetry Prior to In-hospital Cardiac Arrest: A Pilot Study.
- Published in:
- Biological Research for Nursing, 2016, v. 18, n. 2, p. 230, doi. 10.1177/1099800415602092
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- Publication type:
- Article
A Signal Processing Approach for Detection of Hemodynamic Instability before Decompensation.
- Published in:
- PLoS ONE, 2016, v. 11, n. 2, p. 1, doi. 10.1371/journal.pone.0148544
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- Publication type:
- Article
Integration of Attributes from Non-Linear Characterization of Cardiovascular Time-Series for Prediction of Defibrillation Outcomes.
- Published in:
- PLoS ONE, 2016, v. 11, n. 1, p. 1, doi. 10.1371/journal.pone.0141313
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- Publication type:
- Article
Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries.
- Published in:
- Journal of Medical Systems, 2015, v. 39, n. 9, p. 1, doi. 10.1007/s10916-015-0271-x
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- Publication type:
- Article
Big Data Analytics in Healthcare.
- Published in:
- BioMed Research International, 2015, v. 2015, p. 1, doi. 10.1155/2015/370194
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- Publication type:
- Article
Electrocardiogram characteristics prior to in-hospital cardiac arrest.
- Published in:
- 2015
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- Publication type:
- journal article
Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014.
- Published in:
- Computational & Mathematical Methods in Medicine, 2015, v. 2015, p. 1, doi. 10.1155/2015/974592
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- Publication type:
- Article
Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries.
- Published in:
- International Journal of Imaging Systems & Technology, 2014, v. 24, n. 1, p. 29, doi. 10.1002/ima.22076
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- Publication type:
- Article
Heart rate variability analysis during central hypovolemia using wavelet transformation.
- Published in:
- Journal of Clinical Monitoring & Computing, 2013, v. 27, n. 3, p. 289, doi. 10.1007/s10877-013-9434-9
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- Publication type:
- Article
Biomedical Signal and Image Processing for Clinical Decision Support Systems.
- Published in:
- Computational & Mathematical Methods in Medicine, 2013, p. 1, doi. 10.1155/2013/578320
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- Publication type:
- Article
An Entropy-Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process.
- Published in:
- Computational & Mathematical Methods in Medicine, 2013, p. 1, doi. 10.1155/2013/592790
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- Publication type:
- Article
Biomedical Informatics for Computer-Aided Decision Support Systems: A Survey.
- Published in:
- Scientific World Journal, 2013, p. 1, doi. 10.1155/2013/769639
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- Publication type:
- Article
A Hierarchical Method for Removal of Baseline Drift from Biomedical Signals: Application in ECG Analysis.
- Published in:
- Scientific World Journal, 2013, p. 1, doi. 10.1155/2013/896056
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- Publication type:
- Article
Bioinformatics and Biomedical Informatics.
- Published in:
- Scientific World Journal, 2013, p. 1, doi. 10.1155/2013/591976
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- Publication type:
- Article