{ "id": 176053, "title": "Background literature on pulmonary fibrosis", "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/176053", "author_name": "", "post_date": "2020-08-20T09:44:15.493196900Z", "votes": 8, "comment_count": 4, "views": 0, "content": "

Some (free access) literature that might be helpful as background for setting up your models:

\n

Deep learning and the evaluation of pulmonary fibrosis
\nDavid L Levin
\nLancet Respir Med. 2018 Nov; 6(11): 803–805.
\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6293056/

\n

Machine Learning for Medical Imaging
\nBradley J. Erickson, MD, PhD,corresponding author Panagiotis Korfiatis, PhD, Zeynettin Akkus, PhD, and Timothy L. Kline, PhD.
\nRadiographics. March-April 2017; 37(2): 505–515.
\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375621/

\n

Modelling Forced Vital Capacity in Idiopathic Pulmonary Fibrosis: Optimising Trial Design
\nSantermans, E., Ford, P., Kreuter, M. et al.
\nAdv Ther 36, 3059–3070 (2019).
\nhttps://link.springer.com/article/10.1007/s12325-019-01093-3

\n

Diagnostic criteria for idiopathic pulmonary fibrosis: a Fleischner Society White Paper
\nDavid A Lynch, Nicola Sverzellati, William D Travis, Kevin K Brown, Thomas V Colby, Jeffrey R Galvin et al.
\nReview Lancet Respir Med. 2018 Feb; 6(2):138-153.
\nhttps://www.thelancet.com/journals/lanres/article/PIIS2213-2600(17)30433-2/fulltext

\n

Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations (data files included)
\nPhilip H. Quanjer et al.
\nEuropean Respiratory Journal 2012 40: 1324-1343.
\nhttps://erj.ersjournals.com/content/40/6/1324

", "messages": [ { "id": "978631", "postDate": "08/20/2020 09:44:15", "content": "

Some (free access) literature that might be helpful as background for setting up your models:

\n

Deep learning and the evaluation of pulmonary fibrosis
\nDavid L Levin
\nLancet Respir Med. 2018 Nov; 6(11): 803–805.
\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6293056/

\n

Machine Learning for Medical Imaging
\nBradley J. Erickson, MD, PhD,corresponding author Panagiotis Korfiatis, PhD, Zeynettin Akkus, PhD, and Timothy L. Kline, PhD.
\nRadiographics. March-April 2017; 37(2): 505–515.
\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375621/

\n

Modelling Forced Vital Capacity in Idiopathic Pulmonary Fibrosis: Optimising Trial Design
\nSantermans, E., Ford, P., Kreuter, M. et al.
\nAdv Ther 36, 3059–3070 (2019).
\nhttps://link.springer.com/article/10.1007/s12325-019-01093-3

\n

Diagnostic criteria for idiopathic pulmonary fibrosis: a Fleischner Society White Paper
\nDavid A Lynch, Nicola Sverzellati, William D Travis, Kevin K Brown, Thomas V Colby, Jeffrey R Galvin et al.
\nReview Lancet Respir Med. 2018 Feb; 6(2):138-153.
\nhttps://www.thelancet.com/journals/lanres/article/PIIS2213-2600(17)30433-2/fulltext

\n

Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations (data files included)
\nPhilip H. Quanjer et al.
\nEuropean Respiratory Journal 2012 40: 1324-1343.
\nhttps://erj.ersjournals.com/content/40/6/1324

", "rawMarkdown": "Some (free access) literature that might be helpful as background for setting up your models:\n\n*Deep learning and the evaluation of pulmonary fibrosis*\nDavid L Levin\nLancet Respir Med. 2018 Nov; 6(11): 803–805.\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6293056/\n\n*Machine Learning for Medical Imaging*\nBradley J. Erickson, MD, PhD,corresponding author Panagiotis Korfiatis, PhD, Zeynettin Akkus, PhD, and Timothy L. Kline, PhD. \nRadiographics. March-April 2017; 37(2): 505–515.\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375621/\n\n*Modelling Forced Vital Capacity in Idiopathic Pulmonary Fibrosis: Optimising Trial Design*\nSantermans, E., Ford, P., Kreuter, M. et al. \nAdv Ther 36, 3059–3070 (2019).\nhttps://link.springer.com/article/10.1007/s12325-019-01093-3\n\n*Diagnostic criteria for idiopathic pulmonary fibrosis: a Fleischner Society White Paper*\nDavid A Lynch, Nicola Sverzellati, William D Travis, Kevin K Brown, Thomas V Colby, Jeffrey R Galvin et al. \nReview Lancet Respir Med. 2018 Feb; 6(2):138-153.\nhttps://www.thelancet.com/journals/lanres/article/PIIS2213-2600(17)30433-2/fulltext\n\n*Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations* (data files included)\nPhilip H. Quanjer et al.\nEuropean Respiratory Journal 2012 40: 1324-1343.\nhttps://erj.ersjournals.com/content/40/6/1324", "votes": null }, { "id": "980183", "postDate": "08/21/2020 11:34:25", "content": "

really appreciate your effort in sharing these with the community

", "rawMarkdown": "really appreciate your effort in sharing these with the community", "votes": null }, { "id": "980280", "postDate": "08/21/2020 13:05:57", "content": "

You're welcome, Digvijay. I hope they can be of use.

", "rawMarkdown": "You're welcome, Digvijay. I hope they can be of use.", "votes": null }, { "id": "980550", "postDate": "08/21/2020 17:16:51", "content": "

Thanks for sharing this. These resources can help to get better insights.

", "rawMarkdown": "Thanks for sharing this. These resources can help to get better insights.", "votes": null }, { "id": "981067", "postDate": "08/22/2020 06:34:53", "content": "

You're welcome, Abu. I hope they can be of use.

", "rawMarkdown": "You're welcome, Abu. I hope they can be of use.", "votes": null } ], "comments": [ { "id": 980183, "author_name": "digvijayyadav", "author_url": "", "post_date": "08/21/2020 11:34:25", "content": "

really appreciate your effort in sharing these with the community

", "votes": null, "replies": [ { "id": 980280, "author_name": "waltervanhuissteden", "author_url": "", "post_date": "08/21/2020 13:05:57", "content": "

You're welcome, Digvijay. I hope they can be of use.

", "votes": null, "replies": [] } ] }, { "id": 980550, "author_name": "azaemon", "author_url": "", "post_date": "08/21/2020 17:16:51", "content": "

Thanks for sharing this. These resources can help to get better insights.

", "votes": null, "replies": [ { "id": 981067, "author_name": "waltervanhuissteden", "author_url": "", "post_date": "08/22/2020 06:34:53", "content": "

You're welcome, Abu. I hope they can be of use.

", "votes": null, "replies": [] } ] } ], "raw_markdown_by_id": { "978631": "Some (free access) literature that might be helpful as background for setting up your models:\n\n*Deep learning and the evaluation of pulmonary fibrosis*\nDavid L Levin\nLancet Respir Med. 2018 Nov; 6(11): 803–805.\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6293056/\n\n*Machine Learning for Medical Imaging*\nBradley J. Erickson, MD, PhD,corresponding author Panagiotis Korfiatis, PhD, Zeynettin Akkus, PhD, and Timothy L. Kline, PhD. \nRadiographics. March-April 2017; 37(2): 505–515.\nhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375621/\n\n*Modelling Forced Vital Capacity in Idiopathic Pulmonary Fibrosis: Optimising Trial Design*\nSantermans, E., Ford, P., Kreuter, M. et al. \nAdv Ther 36, 3059–3070 (2019).\nhttps://link.springer.com/article/10.1007/s12325-019-01093-3\n\n*Diagnostic criteria for idiopathic pulmonary fibrosis: a Fleischner Society White Paper*\nDavid A Lynch, Nicola Sverzellati, William D Travis, Kevin K Brown, Thomas V Colby, Jeffrey R Galvin et al. \nReview Lancet Respir Med. 2018 Feb; 6(2):138-153.\nhttps://www.thelancet.com/journals/lanres/article/PIIS2213-2600(17)30433-2/fulltext\n\n*Multi-ethnic reference values for spirometry for the 3–95-yr age range: the global lung function 2012 equations* (data files included)\nPhilip H. Quanjer et al.\nEuropean Respiratory Journal 2012 40: 1324-1343.\nhttps://erj.ersjournals.com/content/40/6/1324", "980183": "really appreciate your effort in sharing these with the community", "980280": "You're welcome, Digvijay. I hope they can be of use.", "980550": "Thanks for sharing this. These resources can help to get better insights.", "981067": "You're welcome, Abu. I hope they can be of use." }, "source": "meta" }