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Pulmonary imaging

Accuracy of two deep learning–based reconstruction methods compared with an adaptive statistical iterative reconstruction method for solid and ground-glass nodule volumetry on low-dose and ultra–low-dose chest computed tomography: A phantom study

Cherry Kim, Thomas Kwack, Wooil Kim, Jaehyung Cha, Zepa Yang, Hwan Seok Yong

published 23 Jun 2022

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Imaging-based indices combining disease severity and time from disease onset to predict COVID-19 mortality: A cohort study

Giulia Besutti, Olivera Djuric, Marta Ottone, Filippo Monelli, Patrizia Lazzari, Francesco Ascari, Guido Ligabue, Giovanni Guaraldi, Giuseppe Pezzuto, Petra Bechtold, Marco Massari, Ivana Lattuada, Francesco Luppi, Maria Giulia Galli, Pierpaolo Pattacini, Paolo Giorgi Rossi

published 16 Jun 2022

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Pivotal role of micro-CT technology in setting up an optimized lung fibrosis mouse model for drug screening

Zahra Khalajzeyqami, Andrea Grandi, Erica Ferrini, Francesca Ravanetti, Ludovica Leo, Martina Mambrini, Luciana Giardino, Gino Villetti, Franco Fabio Stellari

published 15 Jun 2022

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Improving work detection by segmentation heuristics pre-training on factory operations video

Shotaro Kataoka, Tetsuro Ito, Genki Iwaka, Masashi Oba, Hirofumi Nonaka

published 07 Jun 2022

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Optimization algorithm of CT image edge segmentation using improved convolution neural network

Xiaojuan Wang, Yuntao Wei

published 03 Jun 2022

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Point of Care Lung Ultrasound Injury Score—A simple and reliable assessment tool in COVID-19 patients (PLIS I): A retrospective study

Lior Fuchs, Ori Galante, Yaniv Almog, Roy R. Dayan, Alexander Smoliakov, Yuval Ullman, David Shamia, Ran Ben David Ohayon, Evgeny Golbets, Khaled El Haj, Jonathan Taylor, Itai Weissberg, Victor Novack, Leonid Barski, Eli Rosenberg, Eyal Gohar, Muhammad Abo Abed, Iftach Sagy

published 11 May 2022

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Validation pipeline for machine learning algorithm assessment for multiple vendors

Bernardo C. Bizzo, Shadi Ebrahimian, Mark E. Walters, Mark H. Michalski, Katherine P. Andriole, Keith J. Dreyer, Mannudeep K. Kalra, Tarik Alkasab, Subba R. Digumarthy

published 29 Apr 2022

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Teacher-student approach for lung tumor segmentation from mixed-supervised datasets

Vemund Fredriksen, Svein Ole M. Sevle, André Pedersen, Thomas Langø, Gabriel Kiss, Frank Lindseth

published 05 Apr 2022

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Pre-processing methods in chest X-ray image classification

Agata Giełczyk, Anna Marciniak, Martyna Tarczewska, Zbigniew Lutowski

published 05 Apr 2022

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AI-driven quantification of ground glass opacities in lungs of COVID-19 patients using 3D computed tomography imaging

Monjoy Saha, Sagar B. Amin, Ashish Sharma, T. K. Satish Kumar, Rajiv K. Kalia

published 14 Mar 2022

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Quantitative determination of pulmonary emphysema in follow-up LD-CTs of patients with COVID-19 infection

Erkan Celik, Christian Nelles, Jonathan Kottlors, Philipp Fervers, Lukas Goertz, Daniel Pinto dos Santos, Tobias Achenbach, David Maintz, Thorsten Persigehl

published 03 Feb 2022

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Synergistic combination of a topologically invariant imaging signature and a biomarker for the accurate prediction of symptomatic radiation pneumonitis before stereotactic ablative radiotherapy for lung cancer: A retrospective analysis

Kenta Ninomiya, Hidetaka Arimura, Tadamasa Yoshitake, Taka-aki Hirose, Yoshiyuki Shioyama

published 31 Jan 2022

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Impaired pulmonary ventilation beyond pneumonia in COVID-19: A preliminary observation

Shohei Inui, Soon Ho Yoon, Ozkan Doganay, Fergus V. Gleeson, Minsuok Kim

published 25 Jan 2022

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