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List of works by Kayvan Najarian

ε-tube regression: A new method for motion artifact reduction ⬇️

scientific article published on January 1, 2011

A Hierarchical Method for Removal of Baseline Drift from Biomedical Signals: Application in ECG Analysis ⬇️

scientific article published on May 20, 2013

A Review of Automated Methods for Detection of Myocardial Ischemia and Infarction Using Electrocardiogram and Electronic Health Records

scientific article published on 16 October 2017

A Signal Processing Approach for Detection of Hemodynamic Instability before Decompensation

scientific article published on 12 February 2016

A Signal Processing Method to Explore Similarity in Protein Flexibility ⬇️

scientific article published on December 20, 2010

A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries

scientific article published on 14 January 2009

A hierarchical method based on active shape models and directed Hough transform for segmentation of noisy biomedical images; application in segmentation of pelvic X-ray images

scientific article

A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided.

scientific article published in August 2016

A new hierarchical method for multi-level segmentation of bone in pelvic CT scans

scientific article published in January 2011

A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data

scientific article

A proximity-based graph clustering method for the identification and application of transcription factor clusters

scientific article published on 29 November 2017

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome

scientific article published on 28 February 2018

Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework ⬇️

scientific article published on January 1, 2011

An Automated Optimal Engagement and Attention Detection System Using Electrocardiogram ⬇️

scientific article published on August 9, 2012

An Entropy-Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process ⬇️

scientific article published on March 5, 2013

An Integration of Decision Tree and Visual Analysis to Analyze Intracranial Pressure

scientific article published on January 2017

An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion ⬇️

scientific article published on December 21, 2012

An automated method for hemorrhage detection in traumatic pelvic injuries ⬇️

scientific article published on January 1, 2011

An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension

scientific article

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images ⬇️

scientific article published on April 13, 2013

Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients.

scientific article published in July 2017

Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching

scientific article

Big Data Analytics in Healthcare

scientific article

Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014.

scientific article published on 21 May 2015

Biomedical signal and image processing for clinical decision support systems

scientific article published on 5 December 2013

Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia

scientific article

Breast cancer detection in gadolinium-enhanced MR images by static region descriptors and neural networks

scientific article published on March 2003

Classifying osteosarcoma patients using machine learning approaches.

scientific article published in July 2017

Combining predictive capabilities of transcranial doppler with electrocardiogram to predict hemorrhagic shock

scientific article

Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration

scientific article

Confidence-based classification with dynamic conformal prediction and its applications in biomedicine ⬇️

scientific article published on January 1, 2011

Digitization of Electrocardiogram From Telemetry Prior to In-hospital Cardiac Arrest: A Pilot Study

scientific article published on 27 August 2015

Discovering dynamic regulatory pathway by applying an auto regressive model to time series DNA microarray data

scientific article

Electrocardiogram characteristics prior to in-hospital cardiac arrest

scientific article published on 19 September 2014

Feasibility and Usability of a Mobile Application to Assess Symptoms and Affect in Patients with Atrial Fibrillation: A Pilot Study

scientific article published on 31 August 2017

Fracture Detection in Traumatic Pelvic CT Images ⬇️

scientific article published on January 4, 2012

Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units

scientific article published on 12 March 2018

Heart rate variability analysis during central hypovolemia using wavelet transformation.

scientific article published in February 2013

Hemorrhage detection and segmentation in traumatic pelvic injuries

scientific article

Hierarchical object recognition in Pelvic CT Images

scientific article

Integration of Attributes from Non-Linear Characterization of Cardiovascular Time-Series for Prediction of Defibrillation Outcomes

scientific article published on 7 January 2016

Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome

scientific article published on 10 July 2020

Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning ⬇️

scientific article published on October 15, 2012

Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation

scientific article

Preprocessing Sequence Coverage Data for Precise Detection of Copy Number Variations

scientific article published on 12 September 2018

Signatures of tumor-immune interactions as biomarkers for breast cancer prognosis

scientific article

Suppression of false arrhythmia alarms in the ICU: a machine learning approach.

scientific article published on 25 July 2016

Transforming big data into computational models for personalized medicine and health care

scientific article

Unified wavelet and Gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images

scientific article

Windowed persistent homology: A topological signal processing algorithm applied to clinical obesity data

scientific article

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