Search Results - "Harmouche, Rola"

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    Integrating Explainable Machine Learning in Clinical Decision Support Systems: Study Involving a Modified Design Thinking Approach by Shulha, Michael, Hovdebo, Jordan, D'Souza, Vinita, Thibault, Francis, Harmouche, Rola

    Published in JMIR formative research (16-04-2024)
    “…Though there has been considerable effort to implement machine learning (ML) methods for health care, clinical implementation has lagged. Incorporating…”
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    Journal Article
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    Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information by Harmouche, Rola, Subbanna, Nagesh K., Collins, D. Louis, Arnold, Douglas L., Arbel, Tal

    “…Goal: In this paper, a fully automatic probabilistic method for multiple sclerosis (MS) lesion classification is presented, whereby the posterior probability…”
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    Journal Article
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    Understanding the contribution of native tracheobronchial structure to lung function: CT assessment of airway morphology in never smokers by Diaz, Alejandro A, Rahaghi, Farbod N, Ross, James C, Harmouche, Rola, Tschirren, Juerg, San José Estépar, Raul, Washko, George R

    Published in Respiratory research (14-02-2015)
    “…Computed tomographic (CT) airway lumen narrowing is associated with lower lung function. Although volumetric CT measures of airways (wall volume [WV] and lumen…”
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    Journal Article
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    A Robust Emphysema Severity Measure Based on Disease Subtypes by Harmouche, Rola, PhD, Ross, James C., PhD, Diaz, Alejandro A., MD, MPH, Washko, George R., MMSc, MD, Estepar, Raul San Jose, PhD

    Published in Academic radiology (01-04-2016)
    “…Rationale and Objectives We propose a novel single index for the quantification of emphysema severity based on an aggregation of multiple computed tomographic…”
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    Journal Article
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    Clinical and Genetic Associations of Objectively Identified Interstitial Changes in Smokers by Ash, Samuel Y., Harmouche, Rola, Putman, Rachel K., Ross, James C., Diaz, Alejandro A., Hunninghake, Gary M., Onieva Onieva, Jorge, Martinez, Fernando J., Choi, Augustine M., Lynch, David A., Hatabu, Hiroto, Rosas, Ivan O., San Jose Estepar, Raul, Washko, George R.

    Published in Chest (01-10-2017)
    “…Smoking-related lung injury may manifest on CT scans as both emphysema and interstitial changes. We have developed an automated method to quantify interstitial…”
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    An open-source framework for pulmonary fissure completeness assessment by Ross, James C., Nardelli, Pietro, Onieva, Jorge, Gerard, Sarah E., Harmouche, Rola, Okajima, Yuka, Diaz, Alejandro A., Washko, George, San José Estépar, Raúl

    Published in Computerized medical imaging and graphics (01-07-2020)
    “…•Fissure incompleteness has been shown to associate with emphysema treatment outcomes.•Methods for pulmonary fissure detection and lung lobe segmentation…”
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    Journal Article
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    Objectively Measured Chronic Lung Injury on Chest CT by Harmouche, Rola, Ash, Samuel Y., Putman, Rachel K., Hunninghake, Gary M., San Jose Estepar, Ruben, Martinez, Fernando J., Choi, Augustine M., Lynch, David A., Hatabu, Hiroto, Han, MeiLan K., Bowler, Russell P., Kalhan, Ravi, Rosas, Ivan O., Washko, George R., San Jose Estepar, Raul

    Published in Chest (01-12-2019)
    “…Tobacco smoke exposure is associated with emphysema and pulmonary fibrosis, both of which are irreversible. We have developed a new objective CT analysis tool…”
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    Journal Article
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    3D registration of MR and X-ray spine images using an articulated model by Harmouche, Rola, Cheriet, Farida, Labelle, Hubert, Dansereau, Jean

    Published in Computerized medical imaging and graphics (01-07-2012)
    “…Abstract This paper presents a magnetic resonance image (MRI)/X-ray spine registration method that compensates for the change in the curvature of the spine…”
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    Journal Article
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    A Virtual Assistant for Cybersickness Care by Harmouche, Rola, Lochbihler, Aidan, Thibault, Francis, De Luca, Gino, Proulx, Catherine, Hovdebo, Jordan L.

    “…We present an avatar and task-oriented dialog agent for monitoring user discomfort during a virtual reality (VR) cognitive exercise and providing personalized…”
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    Conference Proceeding