Using Artificial Intelligence in Fungal Lung Disease: CPA CT Imaging as an Example.
Using Artificial Intelligence in Fungal Lung Disease: CPA CT Imaging as an Example.
复制标题
DOI：
10.1007/s11046-021-00546-0
复制
发表时间：
2021-10
期刊：
影响因子：
5.5
通讯作者：
Shah A
中科院分区：
文献类型：
--
作者：
Angelini E;Shah A
This positioning paper aims to discuss current challenges and opportunities for artificial intelligence (AI) in fungal lung disease, with a focus on chronic pulmonary aspergillosis and some supporting proof-of-concept results using lung imaging. Given the high uncertainty in fungal infection diagnosis and analyzing treatment response, AI could potentially have an impactful role; however, developing imaging-based machine learning raises several specific challenges. We discuss recommendations to engage the medical community in essential first steps towards fungal infection AI with gathering dedicated imaging registries, linking with non-imaging data and harmonizing image-finding annotations.
登录
查看更多内容
影响因子：
39.2
作者：
Collins, Gary S.;Reitsma, Johannes B.;Moons, Karel G. M.
通讯作者：
Moons, Karel G. M.
影响因子：
4.5
作者：
Zilberberg, Marya D.;Harrington, Rachel;Shorr, Andrew F.
通讯作者：
Shorr, Andrew F.
影响因子：
11.8
作者：
Zilberberg, Marya D.;Nathanson, Brian H.;Shorr, Andrew F.
通讯作者：
Shorr, Andrew F.
影响因子：
5.2
作者：
Lamoth, Frederic;Calandra, Thierry
通讯作者：
Calandra, Thierry
DOI：
10.3390/jof6030096
发表时间：
2020-06-29
期刊：
Journal of fungi (Basel, Switzerland)
影响因子：
--
作者：
Laursen CB;Davidsen JR;Van Acker L;Salzer HJF;Seidel D;Cornely OA;Hoenigl M;Alastruey-Izquierdo A;Hennequin C;Godet C;Barac A;Flick H;Munteanu O;Van Braeckel E
通讯作者：
Van Braeckel E