Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline

Autor: John Caskey, Iain L McConnell, Madeline Oguss, Dmitriy Dligach, Rachel Kulikoff, Brittany Grogan, Crystal Gibson, Elizabeth Wimmer, Traci E DeSalvo, Edwin E Nyakoe-Nyasani, Matthew M Churpek, Majid Afshar

Publikováno v: JMIR Public Health and Surveillance, Vol 8, Iss 3, p e36119 (2022)

BackgroundIn Wisconsin, COVID-19 case interview forms contain free-text fields that need to be mined to identify potential outbreaks for targeted policy making. We developed an automated pipeline to ingest the free text into a pretrained neural langu

Externí odkaz: https://doaj.org/article/ed58c4a87b084768838b11130138eb5f

Table Correction: Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline (Preprint)

Autor: John Caskey, Iain L McConnell, Madeline Oguss, Dmitriy Dligach, Rachel Kulikoff, Brittany Grogan, Crystal Gibson, Elizabeth Wimmer, Traci E DeSalvo, Edwin E Nyakoe-Nyasani, Matthew Churpek, Majid Afshar

BACKGROUND In Wisconsin, COVID-19 case interview forms contain free-text fields that need to be mined to identify potential outbreaks for targeted policy making. We developed an automated pipeline to ingest the free text into a pretrained neural lang

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b7ba117e04db8b0067364f78732a4ae0
https://doi.org/10.2196/preprints.37893

Application of a Convolutional Neural Network for the Detection of Sea Ice Leads

Autor: Iain L. McConnell, Jeffrey R. Key, Jay P. Hoffman, Steven A. Ackerman, Yinghui Liu

Publikováno v: Remote Sensing; Volume 13; Issue 22; Pages: 4571
Remote Sensing, Vol 13, Iss 4571, p 4571 (2021)

Despite accounting for a small fraction of the surface area in the Arctic, long and narrow sea ice fractures, known as “leads”, play a critical role in the energy flux between the ocean and atmosphere. As the volume of sea ice in the Arctic has d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b23ac39f9efc816da8efd4cd82984a86

Energy Conversion in Natural and Artificial Photosynthesis

Autor: Gary W. Brudvig, Iain L. McConnell, Gonghu Li

Publikováno v: Chemistry & Biology. 17:434-447

Modern civilization is dependent upon fossil fuels, a nonrenewable energy source originally provided by the storage of solar energy. Fossil-fuel dependence has severe consequences, including energy security issues and greenhouse gas emissions. The co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9538bea325f1f23fd1e74e031b9f489f
https://doi.org/10.1016/j.chembiol.2010.05.005

Regulation of Photosystem II Electron Transport by Bicarbonate

Autor: Julian J. Eaton-Rye, Jack J. S. van Rensen, Iain L. McConnell

Publikováno v: Photosynthesis ISBN: 9789400715783
Photosynthesis: Plastid Biology, Energy Conversion and Carbon Assimilation, Advances in Photosynthesis and Respiration

In oxygenic photosynthesis, carbon dioxide is fixed by ribulose 1,5-bisphosphate carboxylase/oxygenase (Rubisco) and further reduced to carbohydrates. However, CO2, in the form of carbonate or bicarbonate, is also directly involved in the “light re

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a6b987a7350cc7e067739b1fd06c96b
https://doi.org/10.1007/978-94-007-1579-0_20