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Cinteza E, Vasile CM, Busnatu S, Armat I, Spinu AD, Vatasescu R, Duica G, Nicolescu A. Can Artificial Intelligence Revolutionize the Diagnosis and Management of the Atrial Septal Defect in Children? Diagnostics (Basel) 2024; 14:132. [PMID: 38248009 PMCID: PMC10814919 DOI: 10.3390/diagnostics14020132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 12/26/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
Atrial septal defects (ASDs) present a significant healthcare challenge, demanding accurate and timely diagnosis and precise management to ensure optimal patient outcomes. Artificial intelligence (AI) applications in healthcare are rapidly evolving, offering promise for enhanced medical decision-making and patient care. In the context of cardiology, the integration of AI promises to provide more efficient and accurate diagnosis and personalized treatment strategies for ASD patients. In interventional cardiology, sometimes the lack of precise measurement of the cardiac rims evaluated by transthoracic echocardiography combined with the floppy aspect of the rims can mislead and result in complications. AI software can be created to generate responses for difficult tasks, like which device is the most suitable for different shapes and dimensions to prevent embolization or erosion. This paper reviews the current state of AI in healthcare and its applications in cardiology, emphasizing the specific opportunities and challenges in applying AI to ASD diagnosis and management. By exploring the capabilities and limitations of AI in ASD diagnosis and management. This paper highlights the evolution of medical practice towards a more AI-augmented future, demonstrating the capacity of AI to unlock new possibilities for healthcare professionals and patients alike.
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Affiliation(s)
- Eliza Cinteza
- Department of Pediatrics, Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (E.C.)
- Pediatric Cardiology Department, “Marie Skolodowska Curie” Emergency Children’s Hospital, 041451 Bucharest, Romania; (I.A.); (A.N.)
| | - Corina Maria Vasile
- Department of Pediatric and Adult Congenital Cardiology, University Hospital of Bordeaux, F-33600 Bordeaux, France;
| | - Stefan Busnatu
- Cardio-Thoracic Department, Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Cardiology Department, “Prof. Dr. Bagdasar Arseni” Clinical Hospital, 041915 Bucharest, Romania
| | - Ionel Armat
- Pediatric Cardiology Department, “Marie Skolodowska Curie” Emergency Children’s Hospital, 041451 Bucharest, Romania; (I.A.); (A.N.)
| | - Arsenie Dan Spinu
- “Dr. Carol Davila” Central Emergency University Military Hospital, 010825 Bucharest, Romania;
- Department 3, Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Radu Vatasescu
- Cardio-Thoracic Department, Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
- Emergency Clinical Hospital, 014461 Bucharest, Romania
| | - Gabriela Duica
- Department of Pediatrics, Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (E.C.)
- Pediatric Cardiology Department, “Marie Skolodowska Curie” Emergency Children’s Hospital, 041451 Bucharest, Romania; (I.A.); (A.N.)
| | - Alin Nicolescu
- Pediatric Cardiology Department, “Marie Skolodowska Curie” Emergency Children’s Hospital, 041451 Bucharest, Romania; (I.A.); (A.N.)
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Kao AS, Cardozo S. Three-Dimensional Cardiac Imaging: A Necessity to the Diagnosis and Treatment of Swiss-Cheese Atrial Septal Defect. Cureus 2023; 15:e40341. [PMID: 37456391 PMCID: PMC10338888 DOI: 10.7759/cureus.40341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2023] [Indexed: 07/18/2023] Open
Abstract
Swiss-cheese atrial septal defect (ASD) is a malformation characterized by multi-fenestrated interatrial defects. Here, we describe a vignette of a 23-year-old man with Swiss-Cheese ASD characterized by two defects with areas of 0.74 cm2 and 0.44 cm2, complicated with an atrial septal aneurysm successfully repaired with a cribriform amplatzer septal occluder (ASO) via the percutaneous transcatheter approach. This case emphasizes the importance of attaining a clear view of three-dimensional structures for proper device selection and deployment in repair as additional structural defects such as concomitant aneurysms impose significant challenges.
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Affiliation(s)
- Andrew S Kao
- Internal Medicine, Wayne State University, Detroit, USA
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Dalvi B, Bhalgat P. Balloon Interrogation of Intervening Tissue: A Novel Method to Decide Strategy for Closing Multiple Atrial Septal Defects. Circ Cardiovasc Interv 2022; 15:e012048. [PMID: 36126135 DOI: 10.1161/circinterventions.122.012048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Two separate ostium secundum atrial septal defects are a challenging substrate for device closure due to lack of a well-described strategy or an adequately evaluated protocol. METHODS This is a prospective study comprising 20 patients with 2 atrial septal defects who underwent device closure. All of them underwent balloon interrogation (BI) of the intervening tissue to decide 1- versus 2-device strategy. During BI, if the flow through both the defects could be stopped completely implying adequate mobility of the separating tissue, a single device strategy was used. The size of the device in this subset was determined by BI diameter. In case the flow persisted, 2 devices were used to close the defects separately. RESULTS The mean age was 24±17 years. The main defect size was (mean 14.5 mm±SD 2.69 mm), whereas the second defect measured (mean 8.5±SD 3.02 mm). The tissue separating the 2 defects was measured (mean 6.1±SD 2.6 mm). In 15 of them, based on the BI results, a single device was used successfully to close both the defects without a residual shunt. In the remaining 5 patients, 2 devices were used. There were no complications during the procedure or at follow-up period of 41.9±16.9 months. CONCLUSIONS BI in patients with 2 atrial septal defects is helpful in defining 1- versus 2-device strategies and in choosing the size of the device to be used. Nearly 3/4 of the patients may get away with a single device for closing both the defects successfully thereby decreasing the cost and complexity of the procedure.
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Khajali Z, Firouzi A, Kabir MF, Harirforoosh I, Aliramezany M. Atrial septal defect device closure and concurrent atrio-fascicular Mahaim ablation in adult patient with Ebstein's anomaly. Clin Case Rep 2022; 10:e6153. [PMID: 35903510 PMCID: PMC9314558 DOI: 10.1002/ccr3.6153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 06/22/2022] [Accepted: 07/16/2022] [Indexed: 11/29/2022] Open
Abstract
Ebstein's anomaly is an uncommon congenital malformation which might be associated with atrial septal defect and atrio-fascicular Mahaim. Here, we report a known case of Ebstein's anomaly with atrial septal defect and concomitant atrio-fascicular Mahaim pathway who underwent atrial septal defect device closure and concurrent ablation of accessory pathway.
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Affiliation(s)
- Zahra Khajali
- Rajaie Cardiovascular, Medical, and Research CenterIran University of Medical SciencesTehranIran
| | - Atta Firouzi
- Rajaie Cardiovascular, Medical, and Research CenterIran University of Medical SciencesTehranIran
| | | | - Iman Harirforoosh
- Rajaie Cardiovascular, Medical, and Research CenterIran University of Medical SciencesTehranIran
| | - Maryam Aliramezany
- Cardiovascular Research Center, Institute of Basic and Clinical Physiology SciencesKerman University of Medical SciencesKermanIran
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Pradhan P, Jain S, Sen S, Dalvi B. Use of cribriform amplatzer septal occluder in the pediatric population: Feasibility, safety, and technical considerations. Ann Pediatr Cardiol 2021; 14:159-164. [PMID: 34103854 PMCID: PMC8174635 DOI: 10.4103/apc.apc_69_20] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 06/20/2020] [Accepted: 02/14/2021] [Indexed: 11/29/2022] Open
Abstract
Purpose : Fenestrated atrial septal defects (F-ASDs) in the pediatric population pose a challenge for transcatheter device closure since multiple devices are not preferred in small hearts. Oversizing the Amplatzer Septal Occluder (ASO) to cover the surrounding fenestrations usually distorts the central waist as well as the disc profile and often defeats the purpose. This is a retrospective observational study with an aim to assess the feasibility and safety of cribriform ASO in closing F-ASDs in small children. Methods: Sixteen children with F-ASD who underwent device closure with cribriform ASO were included in the study. The fenestrated septal length (FSL) and the total septal length (TSL) were measured on transesophageal echocardiogram. A device size which was 1.5–2 times the FSL but smaller than the TSL was selected. The defect was closed with a device passed through a relatively centrally placed smaller fenestration. Results: The median age of the cohort was 5 years (2.5–10.5). Majority (14/16) required 25 or 30 mm cribriform ASO. Aneurysmal interatrial septum was seen in most of our patients (11/15). All the patients had successful device implantation. Complete closure of the defect was seen in 11 patients while 5 patients had insignificant residual shunt at a median follow-up of 40 months (1–60 months). There were no other complications. Conclusions: Cribriform ASO can be used safely and effectively in closing F-ASDs in children. Deployment of the device through a small central hole allows covering maximum fenestrations and gives more stability to the device. Residual shunts, although not infrequent, are insignificant.
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Affiliation(s)
- Priya Pradhan
- Department of Pediatric Cardiology, NHSRCC Hospital, Mumbai, Maharashtra, India
| | - Sneha Jain
- Department of Pediatric Cardiology, NHSRCC Hospital, Mumbai, Maharashtra, India
| | - Supratim Sen
- Department of Pediatric Cardiology, NHSRCC Hospital, Mumbai, Maharashtra, India
| | - Bharat Dalvi
- Department of Pediatric Cardiology, NHSRCC Hospital, Mumbai, Maharashtra, India.,Glenmark Cardiac Centre, Mumbai, Maharashtra, India
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Cao C, Li R, Huang J, Zhao Y, Wang Z, Xie Y, Wang S, Zhou R, Lin D, Fan L, Wei X, Zhang Z. Feasibility of Transcatheter Closure of Secundum Atrial Septal Defect in Low Weight Infants Under 2-Year-Old from a 3-year Retrospective Cohort Study. Am J Cardiol 2020; 132:133-139. [PMID: 32753269 DOI: 10.1016/j.amjcard.2020.06.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 06/05/2020] [Accepted: 06/08/2020] [Indexed: 12/01/2022]
Abstract
We aimed to evaluate the feasibility of interventional treatment of atrial septal defect (ASD) in low weight infants under 2-year-old. Seven hundred and ninety-three secundum ASD patients were divided into 2 groups: 665 were above 2-year-old and 128 were under 2-year-old. The basic conditions before the operation, postoperative complications within 24 hours, and adverse outcomes during a three-year follow-up were compared between the 2 groups using multivariate analysis. There were significant differences in age, weight, and the diameter of the ASD between the 2 groups (p <0.001). The immediate success rate of the procedure was 96.7%. There were no significant differences in the success rate of the procedure, the incidence of residual shunt, arrhythmia, procedure-related arrhythmia, and occluder shedding between 2 groups (p >0.05). Similarly, we found no association between age ≤2-year-old and any adverse outcomes postprocedure within 24 hours, including procedure failure (OR = 0.35; 95%CI: 0.04 to 2.93), residual shunt (OR = 1.07; 95%CI: 0.54 to 2.14), arrhythmia (OR = 0.68; 95%CI: 0.32 to 1.43), or procedure-related arrhythmia (OR = 0.34; 95%CI: 0.04 to 2.87). In the follow-up data, we found no association between age ≤2-year-old and arrhythmia (HR = 0.95; 95%CI: 0.50 to 1.80) and procedure-related arrhythmia (HR = 0.96;95%CI:0.25 to 3.64). Kaplan-Meier survival curves indicated no significant difference in the occurrence of arrhythmia between the 2 groups (log-rank test: p = 0.776). In conclusion, percutaneous ASD closure in young and low weight infants has a high success and low complication rate, along with reliable effects.
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Affiliation(s)
- Chunhui Cao
- Department of Cardiology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Ren Li
- Department of Cardiology, The First People's Hospital of Chenzhou, Chenzhou, China
| | - Jun Huang
- Department of Emergency Surgery, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Yaqin Zhao
- Department of Cardiology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Zhonghua Wang
- Department of Cardiology, The First People's Hospital of Chenzhou, Chenzhou, China
| | - Yumei Xie
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Academy of Medical Sciences/Guangdong General Hospital, Guangzhou, China
| | - Shushui Wang
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Academy of Medical Sciences/Guangdong General Hospital, Guangzhou, China
| | - Rong Zhou
- Department of Cardiology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Dongxin Lin
- Foshan Institute of Fetal Medicine, Southern Medical University Affiliated Maternal & Child Health Hospital of Foshan, Foshan, Guangdong, China
| | - Lingxia Fan
- Department of Cardiology, Chengdu Women's & Children's Central Hospital, Qingyang District, Chengdu, China
| | - Xianglong Wei
- Department of Cardiology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China.
| | - Zhiwei Zhang
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Academy of Medical Sciences/Guangdong General Hospital, Guangzhou, China.
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Cao C, Wang Z, Huang J, Fan L, Li R, Wang S, Li Y, Zhang Z. Feasibility, Safety and Long-Term Follow-Up of Transcatheter Closure of Secundum Atrial Septal Defects with Deficient Rims. Cardiology 2016; 134:118-26. [DOI: 10.1159/000443265] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 12/09/2015] [Indexed: 11/19/2022]
Abstract
Objective: The aim of this work was to evaluate the feasibility and safety of transcatheter closure procedures for the treatment of atrial septal defects (ASDs) with insufficient rims. Methods: A total of 507 secondary ASDs were divided into two groups based on whether they had deficient rims or not (152 vs. 355 cases, respectively). Any complications, including residual shunt, heart arrhythmia, occluder translocation, etc., were followed up for 1-3 years. Results: There were no differences in gender, weight, exposure time, ECG states, pulmonary pressure, the intervention success rate, occurrence of residual shunt, the operation time and occurrence of residual shunt during follow-up between the two groups (p > 0.05). However, the occurrence of rhythm disorders was significantly different between the two groups; ASDs with deficient rims were at an elevated risk (p < 0.05). Specifically, there was a significantly higher incidence in the occurrence of arrhythmia in the deficient rims group at 24 h postoperation, but no differences in arrhythmia incidence at any of the other follow-up time points (1, 3, 6, 12 and 36 months; p > 0.05). Conclusions: Patients with deficient rims experience a high success rate of ASD intervention and low rate of complications when the procedures are performed by experienced operators.
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