How Can Radiomics Help the Clinical Management of Patients with Acute Ischemic Stroke?

被引：1

作者：

Porto-Alvarez, Jacobo ^{[1
]}

Martinez, Antonio Mosqueira ^{[1
]}

Martinez Fernandez, Javier ^{[1
]}

Lopez, Marta Sanmartin ^{[1
]}

Ulla, Miguel Blanco ^{[1
]}

Vazquez Herrero, Fernando ^{[1
]}

Pumar, Jose Manuel ^{[1
]}

Rodriguez-Yanez, Manuel ^{[2
]}

Pereiro, Anxo Manuel Minguillon ^{[2
]}

Villaverde, Alberto Bolon ^{[3
]}

Rey, Ramon Iglesias ^{[4
]}

Souto-Bayarri, Miguel ^{[1
]}

机构：

[1] Complexo Hosp Univ Santiago De Compostela, Radiol Dept, Santiago De Compostela 15706, Spain

[2] Complexo Hosp Univ Santiago De Compostela, Neurol Dept, Santiago De Compostela 15706, Spain

[3] Complexo Hosp Univ Santiago De Compostela, Anaesthesia Dept, Santiago De Compostela 15706, Spain

[4] Hlth Res Inst Santiago De Compostela IDIS, Neuroimaging & Biotechnol Lab NOBEL, Clin Neurosci Res Lab LINC, Santiago De Compostela 15706, Spain

来源：

APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 18期

关键词：

acute ischemic stroke; AIS; radiomics; artificial intelligence; AI; neuroradiology; neurology; OUTCOMES; IMAGES; MODEL;

D O I：

10.3390/app131810061

中图分类号：

O6 [化学];

学科分类号：

0703 ;

摘要：

Acute ischemic stroke (AIS) is the loss of neurological function due to a sudden reduction in cerebral blood flow and is a leading cause of disability and death worldwide. The field of radiological imaging has experienced growth in recent years, which could be boosted by the advent of artificial intelligence. One of the latest innovations in artificial intelligence is radiomics, which is based on the fact that a large amount of quantitative data can be extracted from radiological images, from which patterns can be identified and associated with specific pathologies. Since its inception, radiomics has been particularly associated with the field of oncology and has shown promising results in a wide range of clinical situations. The performance of radiomics in non-tumour pathologies has been increasingly explored in recent years, and the results continue to be promising. The aim of this review is to explore the potential applications of radiomics in AIS patients and to theorize how radiomics may change the paradigm for these patients in the coming years.

引用

页数：16

共 50 条

[31] Management of acute ischemic stroke
Scott, P
SEMINARS IN RESPIRATORY AND CRITICAL CARE MEDICINE, 2002, 23 (01) : 69 - 81
[32] Management of acute ischemic stroke
Mahagne, M. H.
CAHIERS DE L ANNEE GERONTOLOGIQUE, 2010, 2 (02): : 136 - 139
[33] Management of Acute Ischemic Stroke
Abou-Chebl, Alex
CURRENT CARDIOLOGY REPORTS, 2013, 15 (04)
[34] Management of acute ischemic Stroke
Nolte, Christian Hans
Audebert, Heinrich Jakob
DEUTSCHE MEDIZINISCHE WOCHENSCHRIFT, 2015, 140 (21) : 1583 - U64
[35] Management of acute ischemic stroke
Nolte, C. H.
Endres, M.
INTERNIST, 2012, 53 (05): : 585 - 592
[36] Management of Acute Ischemic Stroke
Herpich, Franziska
Rincon, Fred
CRITICAL CARE MEDICINE, 2020, 48 (11) : 1654 - 1663
[37] Management of acute ischemic Stroke
Nolte, C. H.
Audebert, H. J.
FORTSCHRITTE DER NEUROLOGIE PSYCHIATRIE, 2016, 84 (01) : 14 - 18
[38] MANAGEMENT OF ACUTE ISCHEMIC STROKE
RADUE, EW
SCHWEIZERISCHE RUNDSCHAU FUR MEDIZIN PRAXIS, 1982, 71 (22): : 933 - 936
[39] Management of acute ischemic stroke
Fulgham, JR
Ingall, TJ
Stead, LG
Cloft, HJ
Wijdicks, EFM
Flemming, KD
MAYO CLINIC PROCEEDINGS, 2004, 79 (11) : 1459 - 1469
[40] Management of acute ischemic stroke
Phipps, Michael S.
Cronin, Carolyn A.
BMJ-BRITISH MEDICAL JOURNAL, 2020, 368

← 1 2 3 4 5 →