Can AI diagnose COVID-19 on CT scans? Can humans?
Vidur Mahajan Vasanth Venugopal By VASANTH VENUGOPAL MD and VIDUR MAHAJAN MBBS, MBA What can Artificial Intelligence (AI) do? AI can, simply put, do two things – one, it can do what humans can do. These are tasks like looking at CCTV cameras, detecting faces of people, or in this case, read CT scans and identify ‘findings’ of pneumonia that radiologists can otherwise also find – just that this happens automatically and fast. Two, AI can do things that humans can’t do – like telling you the exact time it would take you to go from point A to point B (i.e. Google maps), or like in this case, diagnose COVID-19 pneumonia on a CT scan. Pneumonia on CT scans? Pneumonia, an infection of the lungs, is a killer disease. According to WHO statistics from 2015, Community Acquired Pneumonia (CAP) is the deadliest communicable disease and third leading cause of mortality worldwide leading to 3.2 million deaths every year. Pneumonias can be classified in many ways, including the type of infectious agent (etiology), source of infection and pattern of lung involvement. From an etiological classification perspective, the most common causative agents of pneumonia are bacteria (typical like Pneumococcus, H.Influenza and atypical like Legionella, Mycoplasma), viral (Influenza, Respiratory Syncytial Virus, Parainfluenza, and adenoviruses) and fungi (Histoplasma &Pneumocystis Carinii). Can radiologists find the infectious agent f...
Authors: Rombauts A, Abelenda-Alonso G, Cuervo G, Gudiol C, Carratalà J Abstract INTRODUCTION: Despite adequate antibiotic coverage, community-acquired pneumonia (CAP) remains a leading cause of hospitalization and mortality worldwide. It induces both a local pulmonary and a systemic inflammatory response, particularly significant in severe cases. The intensity of the dysregulated host response varies from patient to patient and has a negative impact on survival and other outcomes. AREAS COVERED: This comprehensive review summarizes the pathophysiological aspects of the inflammatory response in CAP, brie...
Publication date: 15 February 2021Source: Journal of Hazardous Materials, Volume 404, Part AAuthor(s): Zhongyi Zhang, Wen-Xiong Wang, Nengjian Zheng, Yansheng Cao, Hongwei Xiao, Renguo Zhu, Hui Guan, Huayun Xiao
Publication date: Available online 10 October 2020Source: American Journal of Kidney DiseasesAuthor(s): Shreeram Akilesh, Cynthia C. Nast, Michifumi Yamashita, Kammi Henriksen, Vivek Charu, Megan L. Troxell, Neeraja Kambham, Erika Bracamonte, Donald Houghton, Naila I. Ahmed, Chyi Chyi Chong, Bijin Thajudeen, Shehzad Rehman, Firas Khoury, Jonathan E. Zuckerman, Jeremy Gitomer, Parthassarathy C. Raguram, Shanza Mujeeb, Ulrike Schwarze, M. Brendan Shannon
CONCLUSIONS: Immunohistochemistry seems to be a promising option not only in clinical recognition, but also in the selection and monitoring of treatment effects. However, these methods have not yet recommended for routine clinical use. PMID: 33032462 [PubMed - as supplied by publisher]
Publication date: Available online 9 October 2020Source: Reumatología Clínica (English Edition)Author(s): Lina María Saldarriaga Rivera, Daniel Fernández Ávila, Wilson Bautista Molano, Daniel Jaramillo Arroyave, Alain Jasaf Bautista Ramírez, Adriana Díaz Maldonado, Jorge Hernán Izquierdo, Edwin Jáuregui, María Constanza Latorre Muñoz, Juan Pablo Restrepo, Juan Sebastián Segura Charry
CONCLUSIONS: This single practice study showed total patient contact was similar over both sample periods, but most contact in 2020 was virtual. Further longitudinal multi-practice studies to confirm these findings and describe future consultation patterns are needed to inform general practice service delivery post-COVID-19. PMID: 33032304 [PubMed - in process]
Publication date: Available online 1 October 2020Source: Academic RadiologyAuthor(s): Neo Poyiadji, Chad Klochko, Jeff LaForce, Manuel L. Brown, Brent Griffith
Curious what people think with pandemic and lack of away rotations.
Publication date: 15 February 2021Source: Personality and Individual Differences, Volume 170Author(s): Brian W. Haas, Fumiko Hoeft, Kazufumi Omura
Publication date: Available online 10 October 2020Source: Academic PediatricsAuthor(s): Bonnie Crume
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