Search Results - "Ross, James C"

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    Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography by González, Germán, Ash, Samuel Y, Vegas-Sánchez-Ferrero, Gonzalo, Onieva Onieva, Jorge, Rahaghi, Farbod N, Ross, James C, Díaz, Alejandro, San José Estépar, Raúl, Washko, George R

    “…Deep learning is a powerful tool that may allow for improved outcome prediction. To determine if deep learning, specifically convolutional neural network (CNN)…”
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    Journal Article
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    CNNs trained with adult data are useful in pediatrics. A pneumonia classification example by Rollan-Martinez-Herrera, Maria, Díaz, Alejandro A, Estépar, Rubén San José, Sanchez-Ferrero, Gonzalo Vegas, Ross, James C, Estépar, Raúl San José, Nardelli, Pietro

    Published in PloS one (25-07-2024)
    “…The scarcity of data for training deep learning models in pediatrics has prompted questions about the feasibility of employing CNNs trained with adult images…”
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    Automated quantitative 3D analysis of aorta size, morphology, and mural calcification distributions by Kurugol, Sila, Come, Carolyn E., Diaz, Alejandro A., Ross, James C., Kinney, Greg L., Black‐Shinn, Jennifer L., Hokanson, John E., Budoff, Matthew J., Washko, George R., San Jose Estepar, Raul

    Published in Medical physics (Lancaster) (01-09-2015)
    “…Purpose: The purpose of this work is to develop a fully automated pipeline to compute aorta morphology and calcification measures in large cohorts of CT scans…”
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    Clinical relevance of lung function trajectory clusters in middle-aged and older adults by Bertels, Xander, Ross, James C, Faner, Rosa, Cho, Michael H, Ikram, M Arfan, Brusselle, Guy G, Lahousse, Lies

    Published in ERJ open research (01-01-2024)
    “…The determinants and health outcomes of lung function trajectories in adults among the general population are poorly understood. We aimed to identify and…”
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    Airway count and emphysema assessed by chest CT imaging predicts clinical outcome in smokers by Diaz, Alejandro A, Valim, Clarissa, Yamashiro, Tsuneo, Estépar, Raúl San José, Ross, James C, Matsuoka, Shin, Bartholmai, Brian, Hatabu, Hiroto, Silverman, Edwin K, Washko, George R

    Published in Chest (01-10-2010)
    “…Recently, it has been shown that emphysematous destruction of the lung is associated with a decrease in the total number of terminal bronchioles. It is unknown…”
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    Does quantification have a role to play in the future of bone SPECT? by Ross, James C., Vilić, Dijana, Sanderson, Tom, Vöö, Stefan, Dickson, John

    Published in European journal of hybrid imaging (03-05-2019)
    “…Routinely, there is a visual basis to nuclear medicine reporting: a reporter subjectively places a patient’s condition into one of multiple discrete classes…”
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    Association Between Airway Caliber Changes With Lung Inflation and Emphysema Assessed by Volumetric CT Scan in Subjects With COPD by Diaz, Alejandro A., MD, Come, Carolyn E., MD, Ross, James C., MS, San José Estépar, Raúl, PhD, Han, MeiLan K., MD, Loring, Stephen H., MD, Silverman, Edwin K., MD, PhD, Washko, George R., MD

    Published in Chest (01-03-2012)
    “…Background An increase in airway caliber (airway distensibility) with lung inflation is attenuated in COPD. Furthermore, some subjects have a decrease in…”
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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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