Kevin Pierre MD , Adam G. Haneberg BS , Sean Kwak BA , Keith R. Peters MD , Bruno Hochhegger MD , Thiparom Sananmuang MD , Padcha Tunlayadechanont MD , Patrick J. Tighe MD, MS , Anthony Mancuso MD , Reza Forghani MD, PhD
{"title":"Applications of Artificial Intelligence in the Radiology Roundtrip: Process Streamlining, Workflow Optimization, and Beyond","authors":"Kevin Pierre MD , Adam G. Haneberg BS , Sean Kwak BA , Keith R. Peters MD , Bruno Hochhegger MD , Thiparom Sananmuang MD , Padcha Tunlayadechanont MD , Patrick J. Tighe MD, MS , Anthony Mancuso MD , Reza Forghani MD, PhD","doi":"10.1053/j.ro.2023.02.003","DOIUrl":"10.1053/j.ro.2023.02.003","url":null,"abstract":"There are many impactful applications of artificial intelligence (AI) in the electronic radiology roundtrip and the patient's journey through the healthcare system that go beyond diagnostic applications. These tools have the potential to improve quality and safety, optimize workflow, increase efficiency, and increase patient satisfaction. In this article, we review the role of AI for process improvement and workflow enhancement which includes applications beginning from the time of order entry, scan acquisition, applications supporting the image interpretation task, and applications supporting tasks after image interpretation such as result communication. These non-diagnostic workflow and process optimization tasks are an important part of the arsenal of potential AI tools that can streamline day to day clinical practice and patient care.","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9775797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Adam G. Haneberg BS , Kevin Pierre MD , Eric Winter-Reinhold , Bruno Hochhegger MD , Keith R. Peters MD , Joseph Grajo MD , Manuel Arreola PhD , Navid Asadizanjani PhD , Jiang Bian PhD , Anthony Mancuso MD , Reza Forghani MD, PhD
{"title":"Introduction to Radiomics and Artificial Intelligence: A Primer for Radiologists","authors":"Adam G. Haneberg BS , Kevin Pierre MD , Eric Winter-Reinhold , Bruno Hochhegger MD , Keith R. Peters MD , Joseph Grajo MD , Manuel Arreola PhD , Navid Asadizanjani PhD , Jiang Bian PhD , Anthony Mancuso MD , Reza Forghani MD, PhD","doi":"10.1053/j.ro.2023.02.002","DOIUrl":"10.1053/j.ro.2023.02.002","url":null,"abstract":"<div><p>Health informatics<span> and artificial intelligence (AI) are expected to transform the healthcare enterprise and the future practice of radiology<span>. There is an increasing body of literature on radiomics and deep learning/AI applications in medical imaging. There are also a steadily increasing number of FDA cleared AI applications in radiology. It is therefore essential for radiologists to have a basic understanding of these approaches, whether in academia or private practice. In this article, we will provide an overview of the field and familiarize the readers with the fundamental concepts behind these approaches.</span></span></p></div>","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9791544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Elisa R. Berson, Mariam S. Aboian, Ajay Malhotra, Seyedmehdi Payabvash
{"title":"Artificial Intelligence for Neuroimaging and Musculoskeletal Radiology: Overview of Current Commercial Algorithms","authors":"Elisa R. Berson, Mariam S. Aboian, Ajay Malhotra, Seyedmehdi Payabvash","doi":"10.1053/j.ro.2023.03.002","DOIUrl":"10.1053/j.ro.2023.03.002","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10122717/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9791547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Practical Guide for AI Algorithm Selection for the Radiology Department","authors":"Reza Forghani MD, PhD","doi":"10.1053/j.ro.2023.02.006","DOIUrl":"10.1053/j.ro.2023.02.006","url":null,"abstract":"<div><p>There is a steadily increasing number of artificial intelligence (AI) tools available and cleared for use in clinical radiological practice. Radiologists will increasingly be faced with options provided by other radiologist colleagues, clinician colleagues, vendors, or other professionals for obtaining and deploying AI algorithms in clinical practice. It is important that radiologists are familiar with basic and practical aspects that need to be considered when assessing an AI tool for use in their practice, so that resources are properly allocated and there is an appropriate return on investment through enhancements in patient quality of care, safety, and/or process efficiency. In this review, we will discuss a potential approach for AI software assessment and practical points that should be considered when considering the acquisition and deployment of an AI tool in the radiology department.</p></div>","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9791554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Letter From the Guest Editor – Artificial Intelligence in Radiology","authors":"Reza Forghani","doi":"10.1053/j.ro.2023.02.004","DOIUrl":"10.1053/j.ro.2023.02.004","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9791550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jordan D. Perchik , Steven A. Rothenberg , Srini Tridandapani , Lee M. Perchik , Andrew D. Smith
{"title":"Artificial Intelligence in Body Imaging: An Overview of Commercially Available Tools","authors":"Jordan D. Perchik , Steven A. Rothenberg , Srini Tridandapani , Lee M. Perchik , Andrew D. Smith","doi":"10.1053/j.ro.2023.02.007","DOIUrl":"10.1053/j.ro.2023.02.007","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9466018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Letter From the Guest Editor","authors":"Hemant A. Parmar MD","doi":"10.1053/j.ro.2022.11.003","DOIUrl":"10.1053/j.ro.2022.11.003","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9205282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"ANNA-1–associated paraneoplastic limbic encephalitis in a patient with pelvic ganglioneuroblastoma","authors":"Jing Qi MD, Mohit Maheshwari MD","doi":"10.1053/j.ro.2022.09.001","DOIUrl":"10.1053/j.ro.2022.09.001","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9205291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Helen M. Branson BSc, MBBS, FRANZCR , Giulia Longoni MD
{"title":"Clinical Neuroimaging in Pediatric Dysimmune Disorders of the Central Nervous System","authors":"Helen M. Branson BSc, MBBS, FRANZCR , Giulia Longoni MD","doi":"10.1053/j.ro.2022.11.001","DOIUrl":"10.1053/j.ro.2022.11.001","url":null,"abstract":"","PeriodicalId":51151,"journal":{"name":"Seminars in Roentgenology","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9205292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}