Literature DB >> 32946002

Artificial intelligence in cardiac radiology.

Marly van Assen1, Giuseppe Muscogiuri2, Damiano Caruso3, Scott J Lee1, Andrea Laghi3, Carlo N De Cecco4.   

Abstract

Artificial intelligence (AI) is entering the clinical arena, and in the early stage, its implementation will be focused on the automatization tasks, improving diagnostic accuracy and reducing reading time. Many studies investigate the potential role of AI to support cardiac radiologist in their day-to-day tasks, assisting in segmentation, quantification, and reporting tasks. In addition, AI algorithms can be also utilized to optimize image reconstruction and image quality. Since these algorithms will play an important role in the field of cardiac radiology, it is increasingly important for radiologists to be familiar with the potential applications of AI. The main focus of this article is to provide an overview of cardiac-related AI applications for CT and MRI studies, as well as non-imaging-based applications for reporting and image optimization.

Keywords:  Artificial intelligence; Cardiac imaging; Computed tomography; Magnetic resonance imaging

Mesh:

Year:  2020        PMID: 32946002     DOI: 10.1007/s11547-020-01277-w

Source DB:  PubMed          Journal:  Radiol Med        ISSN: 0033-8362            Impact factor:   3.469


  20 in total

1.  FLORA software: semi-automatic LGE-CMR analysis tool for cardiac lesions identification and characterization.

Authors:  Silvia Pradella; Lorenzo Nicola Mazzoni; Mayla Letteriello; Paolo Tortoli; Silvia Bettarini; Cristian De Amicis; Giulia Grazzini; Simone Busoni; Pierpaolo Palumbo; Giacomo Belli; Vittorio Miele
Journal:  Radiol Med       Date:  2022-04-18       Impact factor: 3.469

2.  Real-world clinical validity of cardiac magnetic resonance tissue tracking in primitive hypertrophic cardiomyopathy.

Authors:  Pierpaolo Palumbo; Francesco Masedu; Camilla De Cataldo; Ester Cannizzaro; Federico Bruno; Silvia Pradella; Francesco Arrigoni; Marco Valenti; Alessandra Splendiani; Antonio Barile; Andrea Giovagnoni; Carlo Masciocchi; Ernesto Di Cesare
Journal:  Radiol Med       Date:  2021-12-11       Impact factor: 3.469

3.  Intrahepatic cholangiocarcinoma and its differential diagnosis at MRI: how radiologist should assess MR features.

Authors:  Vincenza Granata; Roberta Grassi; Roberta Fusco; Sergio Venanzio Setola; Andrea Belli; Alessandro Ottaiano; Guglielmo Nasti; Michelearcangelo La Porta; Ginevra Danti; Salvatore Cappabianca; Carmen Cutolo; Antonella Petrillo; Francesco Izzo
Journal:  Radiol Med       Date:  2021-11-29       Impact factor: 3.469

Review 4.  Radiomics in medical imaging: pitfalls and challenges in clinical management.

Authors:  Roberta Fusco; Vincenza Granata; Giulia Grazzini; Silvia Pradella; Alessandra Borgheresi; Alessandra Bruno; Pierpaolo Palumbo; Federico Bruno; Roberta Grassi; Andrea Giovagnoni; Roberto Grassi; Vittorio Miele; Antonio Barile
Journal:  Jpn J Radiol       Date:  2022-03-28       Impact factor: 2.701

Review 5.  Dynamic contrast-enhanced (DCE) imaging: state of the art and applications in whole-body imaging.

Authors:  Domenico Albano; Federico Bruno; Andrea Agostini; Salvatore Alessio Angileri; Massimo Benenati; Giulia Bicchierai; Michaela Cellina; Vito Chianca; Diletta Cozzi; Ginevra Danti; Federica De Muzio; Letizia Di Meglio; Francesco Gentili; Giuliana Giacobbe; Giulia Grazzini; Irene Grazzini; Pasquale Guerriero; Carmelo Messina; Giuseppe Micci; Pierpaolo Palumbo; Maria Paola Rocco; Roberto Grassi; Vittorio Miele; Antonio Barile
Journal:  Jpn J Radiol       Date:  2021-12-24       Impact factor: 2.374

Review 6.  Artificial Intelligence in Coronary Computed Tomography Angiography: From Anatomy to Prognosis.

Authors:  Giuseppe Muscogiuri; Marly Van Assen; Christian Tesche; Carlo N De Cecco; Mattia Chiesa; Stefano Scafuri; Marco Guglielmo; Andrea Baggiano; Laura Fusini; Andrea I Guaricci; Mark G Rabbat; Gianluca Pontone
Journal:  Biomed Res Int       Date:  2020-12-16       Impact factor: 3.411

Review 7.  Practical Implementation of Artificial Intelligence-Based Deep Learning and Cloud Computing on the Application of Traditional Medicine and Western Medicine in the Diagnosis and Treatment of Rheumatoid Arthritis.

Authors:  Shaohui Wang; Ya Hou; Xuanhao Li; Xianli Meng; Yi Zhang; Xiaobo Wang
Journal:  Front Pharmacol       Date:  2021-12-23       Impact factor: 5.810

8.  Diagnostic performance of CT lung severity score and quantitative chest CT for stratification of COVID-19 patients.

Authors:  Damiano Caruso; Marta Zerunian; Michela Polici; Francesco Pucciarelli; Gisella Guido; Tiziano Polidori; Carlotta Rucci; Benedetta Bracci; Giuseppe Tremamunno; Andrea Laghi
Journal:  Radiol Med       Date:  2022-02-14       Impact factor: 3.469

9.  An update on radiomics techniques in primary liver cancers.

Authors:  Vincenza Granata; Roberta Fusco; Sergio Venazio Setola; Igino Simonetti; Diletta Cozzi; Giulia Grazzini; Francesca Grassi; Andrea Belli; Vittorio Miele; Francesco Izzo; Antonella Petrillo
Journal:  Infect Agent Cancer       Date:  2022-03-04       Impact factor: 2.965

10.  Radiomics Metrics Combined with Clinical Data in the Surgical Management of Early-Stage (cT1-T2 N0) Tongue Squamous Cell Carcinomas: A Preliminary Study.

Authors:  Umberto Committeri; Roberta Fusco; Elio Di Bernardo; Vincenzo Abbate; Giovanni Salzano; Fabio Maglitto; Giovanni Dell'Aversana Orabona; Pasquale Piombino; Paola Bonavolontà; Antonio Arena; Francesco Perri; Maria Grazia Maglione; Sergio Venanzio Setola; Vincenza Granata; Giorgio Iaconetta; Franco Ionna; Antonella Petrillo; Luigi Califano
Journal:  Biology (Basel)       Date:  2022-03-18
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