BMI calculated from height and weight is frequently used as a simple predictive indicator of cardiovascular disease.On the other hand, it is not difficult to imagine that there is a certain limit to the predictive accuracy in the index, which evaluates the same amount of muscles and fat as "the same quality".On the other hand, by utilizing the CT slice of the abdomen, subcutaneous fat, visceral fat, muscles, etc. can be captured and quantified for each region, but the manual evaluation is too long and cost.
A research team at Brigham and Women's Hospital, located in Boston, Massachusetz, USA, has recently published research results that can highly predict the development of cardiovascular diseases from fat compartments by automatic body composition analysis of abdominal CT images.The research team is 2.Enforced for 30,000 people 3.It is said that the results were guided using 30,000 abdominal CT images.Do not have major cardiovascular diseases or malignant tumors 1.20,000 people confirmed 1,560 myocardial infarction and 938 cerebrovascular diseases within five years after CT scan imaging.The automatic measured visceral fat amount is significantly associated with "future cardiovascular disease and the development of cerebrovascular disease" and has a higher prediction accuracy than existing indicators such as weight and BMI.
"This study shows the possibility of an AI tool that adds value to clinical care by extracting new information from existing image data from existing image data," said Kirti Magudia.It is mentioned that it improves patient care while minimizing.
ShareFacebookTwitterEmailPrint前の記事バイアスを含むAIが人類の希望となる可能性について次の記事肺塞栓症のAI画像診断を改善 – AidocとImbioのシステム統合TOKYO analyticahttps://tokyoanalytica.com/TOKYO analyticaはデータサイエンスと臨床医学に強力なバックグラウンドを有し、健康増進の追求を目的とした技術開発と科学的エビデンス構築を主導するソーシャルベンチャーです。The Medical AI Timesにおける記事執筆は、循環器内科・心臓血管外科・救命救急科・小児科・泌尿器科などの現役医師およびライフサイエンス研究者らが中心となって行い、下記2名の医師が監修しています。1. 岡本 将輝信州大学医学部卒（MD）、東京大学大学院専門職学位課程修了（MPH）、東京大学大学院医学系研究科博士課程修了（PhD）、英University College London（UCL）科学修士課程最優等修了（MSc with distinction）。UCL visiting researcher、日本学術振興会特別研究員を経て、現在は米マサチューセッツ総合病院研究員、ハーバードメディカルスクール・インストラクター。他に、SBI大学院大学客員准教授、東京大学特任研究員など。専門はメディカルデータサイエンス。2. 杉野 智啓防衛医科大学校卒（MD）。大学病院、米メリーランド州対テロ救助部隊を経て、現在は都内市中病院に勤務。専門は泌尿器科学、がん治療、バイオテロ傷病者の診断・治療、緩和ケアおよび訪問診療。泌尿器科専門医、日本体育協会認定スポーツドクター。RELATED ARTICLESもっと読む