William Woodward’s research while affiliated with University of Oxford and other places

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Publications (26)


FIGURE 1 Trial Profile for the Cardiovascular Magnetic Resonance Imaging (CMR) Substudy
Exercise Improves Myocardial Deformation But Not Cardiac Structure in Preterm-Born Adults: A Randomized Clinical Trial
  • Article
  • Full-text available

April 2025

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35 Reads

JACC Advances

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Wilby Williamson

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Background People born preterm (<37 weeks' gestation) have a potentially adverse cardiac phenotype that progresses with blood pressure elevation. Objectives The authors investigated whether preterm-born and term-born adults exhibit similar cardiac structural and functional remodeling following a 16-week aerobic exercise intervention. Methods We conducted a randomized controlled trial in 203 adults (aged 18-35 years) with elevated blood pressure or stage 1 hypertension. Participants were randomized 1:1 to a 16-week aerobic exercise intervention or to a control group. In a prespecified cardiovascular magnetic resonance imaging (CMR) substudy, CMR was performed at 3.0-Tesla to assess left and right ventricular (LV and RV) structure and function before and after intervention. Results A total of 100 participants completed CMR scans at baseline and after the 16-week intervention, with n = 47 in the exercise intervention group (n = 26 term-born; n = 21 preterm-born) and n = 53 controls (n = 32 term-born; n = 21 preterm-born). In term-born participants, LV mass to end-diastolic volume ratio decreased (−3.43; 95% CI: −6.29 to −0.56; interaction P = 0.027) and RV stroke volume index increased (5.53 mL/m²; 95% CI: 2.60, 8.47; interaction P = 0.076) for those in the exercise intervention group vs controls. No significant effects were observed for cardiac structural indices in preterm-born participants. In preterm-born participants, LV basal- and mid-ventricular circumferential strain increased (−1.33; 95% CI: −2.07 to −0.60; interaction P = 0.057 and −1.54; 95% CI: −2.46 to −0.63; interaction P = 0.046, respectively) and RV global longitudinal strain increased (1.99%; 95% CI: −3.12 to −0.87; interaction P = 0.053) in the exercise intervention group vs controls. No significant effects were observed for myocardial deformation parameters in term-born participants. Conclusions Aerobic exercise training induces improved myocardial function but not cardiac structure in preterm-born adults.

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Figure 1 CONSORT diagram illustrating participant recruitment.
Multivariate Cox regression analysis of invasive coronary angiography in NHS Digital subgroup
Invasive angiography referrals relative to hospital volume and capacity in NHS Digital subgroup
Changes in Coronary Disease Management Decisions in Real World Practice between 2015 and 2023: Insights from the Evarest/BSE-NSTEP observational study

March 2025

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20 Reads

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1 Citation

European Heart Journal Cardiovascular Imaging

Aims To assess the real world impact of updated clinical guidelines and literature on the management of patients undergoing stress echocardiography for the assessment of inducible ischaemia across a national health service. Methods and Results A total of 13,819 patients from 32 UK hospitals, referred for stress echocardiography between 2015-2023, were analysed across two phases: phase 1 (2015-2020) and phase 2 (2020-2023). Follow-up data for one year was available for 4,920 participants through NHS Digital. Patients in phase 2 were younger, and presented with a higher cardiovascular risk profile, although sex distribution remained similar across phases. There was an observed reduction in invasive angiography referrals within one year following a positive stress echocardiogram (p<0.01), which appeared to be attributed to changes in management of patients with moderate ischaemia (3-4 segments; p<0.01). For those who did receive invasive assessment, there were no changes in intervention rate (p=0.27), regardless of ischaemic burden. This trend was most evident in centres performing a higher volume of stress echocardiograms. Conclusion Coronary disease management pathways have changed within the UK and fewer patients with moderate ischaemia are undergoing invasive coronary angiography. However, coronary intervention rates are unchanged, suggesting stress echocardiography is being used to improve patient selection for invasive procedures, while minimising unnecessary referrals. Future work will assess if this reduction in angiography referrals is maintained long term, and if there are any effects on patient outcomes.


changes in coronary disease management in real world practice in the united kingdom: insights from the multi-centre EVAREST/BSE-NSTEP study

January 2025

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12 Reads

European Heart Journal Cardiovascular Imaging

Background/Introduction Recent guidelines and randomised controlled trials have proposed less frequent use of invasive strategies for patients with stable chest pain, and demonstrated the non-inferiority of an initial medical management strategy. However, the impact of these updates on clinical practice in the United Kingdom has not been previously reported. Purpose We aimed to identify if recent guidelines and literature have changed the management of patients being referred for stress echocardiography to assess inducible ischaemia in a real-world, multi-centre national healthcare system, and determine if this has significantly impacted patient outcomes. Methods Patients were recruited to the EVAREST/BSE-NSTEP prospective cohort study between 2015 and 2023 across the UK as part of two phases (phase 1: Mar 2015-Sep 2020; phase 2: Oct 2020-Sep 2023). Patient demographics, and stress echocardiogram procedural details were collected by study team members at each participating hospital, and 1 year medical outcome data was collected via the Data Access Request Service from NHS England. Patient management decisions and outcomes including referral for invasive coronary angiography, mortality, and cardiovascular events were compared between recruitment phases using Kaplan-Meier analysis and Cox proportional hazard ratios. Results 5,082 participants were included in this analysis of patient management and outcomes (2,613 in phase 1, and 2,469 in phase 2), with a consistent age, sex, and BMI between recruitment cohorts. There was a higher rate of smoking and hypercholesterolaemia in phase 2 participants, but a decrease in hypertension and peripheral vascular disease (Table 1). There was a decrease in referral rate for invasive angiography for participants with a positive stress echocardiogram in phase 2 (p<0.05; Fig. 1B). Overall, participants in phase 2 had a higher rate of mortality (p<0.01) than those in phase 1, but there was no difference in cardiac event rate between phases (Fig. 1C-F). These results remained consistent after adjusting for covariates, with a reduced hazard ratio for invasive angiography in phase 2 participants who had a positive stress echocardiogram (HR 0.78, 95% CI 0.66-0.92, p<0.01). Additionally, phase 2 participants had an increased hazard ratio for mortality (HR 1.93, 95% CI 1.05-3.55, p<0.05), but no significant increase in risk of cardiac event (HR 0.69, 95% CI 0.43-1.12, p=0.13). Conclusions Since 2020, participants are being less frequently referred for invasive coronary angiography after stress echocardiography possibly in favour of an initial medical management strategy. However, this reduction in referral to coronary angiography does not appear to have a negative impact on patient health as measured by cardiac event rate.


Comparative analysis of stress echocardiography practice and complications in older compared to younger patients in the UK EVAREST Study: A large-scale, prospective, multicenter, observational study

January 2025

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8 Reads

European Heart Journal Cardiovascular Imaging

Background/Introduction EVAREST is a large-scale prospective, multicenter, observational study evaluating the use and accuracy of stress echocardiography (SE) in patients recruited from 31 NHS hospitals. Purpose Sub-study analysis to assess whether SE practice and outcome varies with age of patients. Methods Patients were recruited sequentially on attendance at the SE clinic between March 2015 and March 2020. Differences in SE characteristics and outcomes were compared between two age groups separated by the median age of the study population into Younger and Older patients. Results We studied 7846 pts with a median age for all pts of 66 yrs. The mean age in the Younger Group was 55 (range 20-65) years and in the Older Group was 74 (range 66-94) years. An abnormal SE response occurred more commonly in the Older Group (19% vs 13%, p<0.001). Key demographic and risk factors that differed between groups were a higher proportion of females in the Older Group (2185 male, 1769 female) compared to the Younger group (2255 male, 1626 female), p=0.011, higher mean BMI in the Younger Group (29.61±5.8 vs 28.1±5.2 kg/m², p<0.001) and lower resting pulse pressure in the Older Group at 56.3±15.9 (95%CI 55.8-56.8) compared to 65.9±16.6 (95%CI 65.3-66.4), p<0.001. Exercise test was performed more commonly in the Younger Group compared to the Older Group (39% vs 23%, p<0.001). For those undergoing dobutamine stress, atropine was used more commonly in the Younger Group (36% vs 34%, p<0.001). However, dobutamine dosing was similar between groups, with the highest dose (40 µg/kg/min) achieved in 13% of the Younger Group and 14% of the Older Group, p=0.05. Ultrasound contrast was used less frequently in the Older Group (73% vs 70%, p=0.03) compared to the Younger group, (p<0.001). Complication rates were similar between groups with the Older Group having a lower peak SBP (150.7±29.3 (95%CI 149.7-151.7) vs 154.9±30.3 mm Hg (95%CI 153.8-155.9), p<0.001) and similar rates of an exaggerated BP response (defined as a peak SBP ≥220 mm Hg) evident in both groups (20% of the Younger Group compared to 21% of the Older Group, p=0.55). A low BP response (defined as peak systolic blood pressure <120 mm Hg) occurred in 8% of the Younger Group and 11% of the Older Group (p=0.001), while a severe hypotensive response (peak SBP<82 mm Hg) was very rare and occurred 0.31% of the Younger Group and 0.56% of the Older Group (p=0.09). Conclusions Stress echocardiography is being performed in patients with a wide age range from 20 to 94 years of age within the UK. Older patients undergoing stress echocardiography are more likely to be female and have a relatively lower cardiovascular risk profile. Delivery of stress echocardiography differs significantly with age, with lower contrast use and more frequent use of dobutamine. However, there is no evidence of higher rates of complications in older patients that might limit use of stress echocardiography in older populations.


Long-term outcomes after stress echocardiography in real-world practice: five year follow-up of the EVAREST study

January 2025

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14 Reads

European Heart Journal Cardiovascular Imaging

Background/Introduction Stress echocardiography is widely used to assess patients with chest pain. The clinical value of a positive or negative test result to inform on likely longer-term outcomes when applied in real-world practice across a national healthcare system has not been previously reported. Purpose We report patient outcome up to five years after stress echocardiogram for patients undergoing a clinically-indicated stress echocardiogram for ischaemic heart disease in a real-world, multi-centre national healthcare system and determine the event-free ‘warranty’ period following a normal stress echocardiogram. Methods Patients participating in the EVAREST/BSE-NSTEP (Echocardiography: Value and Accuracy at Rest and Stress/ British Society of Echocardiography National Review of Stress Echo Practice) prospective cohort study were recruited from 32 UK NHS hospitals between 2018 and 2022. Medical outcome data up to 2023 was available from NHS England. Stress echocardiography results were related to outcomes, including death, procedures, hospital admissions and relevant cardiovascular diagnoses, using Kaplan-Meier analysis and Cox proportional hazard ratios. Warranty period following a negative stress echocardiogram was defined as time the cumulative event rate of myocardial infarction or cardiac-related death remained below 5%. Results 5503 patients were included in the analysis with a median follow-up of 829 days (IQR 224 – 1434). A positive stress echocardiogram was associated with a greater risk of myocardial infarction (HR 2.71, 95% CI 1.73 – 4.24, P<0.001), revascularisation (HR 10.52, 95% CI 8.26 – 13.42, P<0.001) and reaching a composite endpoint of cardiac-related mortality and myocardial infarction (HR 2.04, 95% CI 1.41 – 2.93, P<0.001). Hazard ratios for all events increased with ischaemic burden identified at stress echocardiography (Figure 1). A negative stress echocardiogram identified an event-free ‘warranty period’ of at least five years in patients with no prior history of coronary artery disease, and four years for those with disease (Figure 2). Conclusions In real-world practice, the degree of ischaemia recorded by clinicians at stress echocardiography correctly categorises risk of future events over the next five years. Reporting a stress echocardiogram as negative correctly identifies patients with no greater than a background risk of cardiovascular events over a similar time period. Figure 1 Figure 2


Workforce models delivering stress echocardiography in the UK - insights from the BSE-NSTEP multi-centre study.

January 2025

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5 Reads

European Heart Journal Cardiovascular Imaging

Introduction The British Society of Echocardiography National Review of Stress Echo Practice (BSE N-STEP) is a large, prospective, multicentre study investigating stress echocardiography (SE) practice within the UK National Health Service. We used this dataset to identify, categorise and compare the characteristics of the workforce groups delivering SE within this real-world study cohort. Method Recruitment occurred between September 2020 and June 2023 across 34 NHS trusts. All patients provided informed consent and underwent SE following the local policy of each trust. Baseline characteristics of participants and details of SE procedure were recorded including stress modality and test outcome data. In addition, workforce involved in delivery of each test was self-reported including a description of staff responsible for test delivery, reporting and overall test supervision. Based on this, studies were categorised as either doctor-led (DL) which included both consultants and doctors in training, or cardiac physiologist/nurse-led (CNL). Frequency data was reported for each workforce group with Chi-square analysis used to identify differences between categorical variables. Results Data from 8506 patients were included in this analysis. SE supervision was identified as DL in 4839 (56.9%) and CNL in 3636 (42.7%) of which 79% was supervised by a cardiac physiologist. 28 hospitals reported both DL and CNL services. CNL services tended to be within higher volume centres, so that 4 trusts (two regional hospitals and two tertiary) contributed 71% of the total SE activity. Patients in CNL services were of similar age compared to DL service but were more likely to be male (p=0.008) and had a higher risk factor profile including hypertension (54.9% vs 50.1%), hypercholesterolaemia (50.3% vs 39.6%), and diabetes (24.9% vs 18.8%) (p=<0.001). The proportion of patients seen for ischaemic heart disease tests was similar between DL and CNL clinics (89.1% vs 89.7%, p=ns) but CNL services performed more viability (0.8% vs 1.2%, p= 0.04) and pre-op studies (2.6% vs 3.4%, p= 0.03). DL services more commonly performed dobutamine stress studies (63.0% vs 56.3%, p=<0.001) whilst the CNL group performed more exercise SE (42.8% vs 36.4%, p=<0.001). Positivity rates for SE were similar across DL and CNL groups (17.1% vs 17.7%) as were inconclusive/ abandoned tests (3.8% vs 3.6%, p=ns). However, there was a lower rate of reported complications in the CNL services (2.2% vs 5.3% (p= <0.001). Discussion: Supervision of SE testing has traditionally been led by cardiologists with nursing and physiologist staff acting in supporting roles. This study demonstrates that the UK SE workforce is evolving, with non-medical-led services contributing significantly to the volume of SE activity although clear differences in the test modality remain between DL and CNL services at present.


Long-term outcomes after stress echocardiography in real-world practice: a 5-year follow-up of the UK EVAREST study

November 2024

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83 Reads

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4 Citations

European Heart Journal Cardiovascular Imaging

Aims Stress echocardiography is widely used to assess patients with chest pain. The clinical value of a positive or negative test result to inform on likely longer-term outcomes when applied in real world practice across a healthcare system has not been previously reported. Methods and Results 5503 patients recruited across 32 UK NHS hospitals between 2018 and 2022, participating in the EVAREST/BSE-NSTEP prospective cohort study, with data on medical outcomes up to 2023 available from NHS England were included in analysis. Stress echocardiography results were related to outcomes, including death, procedures, hospital admissions and relevant cardiovascular diagnoses, based on Kaplan-Meier analysis and Cox proportional hazard ratios. Median follow-up was 829 days (IQR 224–1434). A positive stress echocardiogram was associated with a greater risk of myocardial infarction (HR 2.71, 95% CI 1.73–4.24, P<0.001), and a composite endpoint of cardiac-related mortality and myocardial infarction (HR 2.03, 95% CI 1.41–2.93, P<0.001). Hazard ratios increased with ischaemic burden. A negative stress echocardiogram identified an event-free ‘warranty period’ of at least five years in patients with no prior history of coronary artery disease, and four years for those with disease. Conclusions In real-world practice, the degree of myocardial ischaemia recorded by clinicians at stress echocardiography correctly categorises risk of future events over the next five years. Reporting a stress echocardiogram as negative correctly identifies patients with no greater than a background risk of cardiovascular events over a similar time period.



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Improvement in myocardial deformation but not structural indices in adults born preterm following a prescribed aerobic exercise intervention: a randomized clinical trial

October 2024

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35 Reads

Background People born preterm (<37 weeks’ gestation) have a potentially adverse cardiac phenotype that progresses with blood pressure elevation. We sought to determine whether preterm-born adults with elevated and stage 1 hypertension exhibit similar cardiac structural and functional remodeling following a 16-week aerobic exercise intervention as their term-born peers. Methods We conducted an open, parallel, two-arm superiority randomized controlled (1:1) trial in n=203 adults aged 18-35 years old with elevated or stage 1 hypertension. Participants were randomized to a 16-week aerobic exercise intervention targeting three, 60-minute supervised sessions per week at 60-80% peak heart rate (exercise intervention group) or sign-posted to educational materials on hypertension and recommended lifestyle behaviors (control group). In a pre-specified cardiovascular magnetic resonance imaging (CMR) sub-study, CMR was performed on a 3.0-Tesla Siemens scanner to assess left ventricular (LV) and right ventricular (RV) structure and function before and after the 16-week intervention period. Group differences in outcome variables after the intervention were examined using analysis of covariance (ANCOVA) adjusting for baseline outcome variables, sex, and age. Interactions between birth category and intervention effect were investigated by including an interaction term in the intervention ANCOVA analyses. Results One hundred participants completed CMR scans both at baseline and after the 16-week intervention, with n=47 in the exercise intervention group (n=26 term-born; n=21 preterm-born) and n=53 controls (n=32 term-born; n=21 preterm-born). There was a significantly different response to the exercise intervention between preterm- and term-born participants. In term-born participants, LV mass to end-diastolic volume ratio decreased (adjusted mean difference: -3.43, 95% CI: -6.29,-0.56, interaction term p=0.027) and RV stroke volume index increased (adjusted mean difference: 5.53mL/m ² , 95% CI: 2.60,8.47, interaction term p=0.076) for those in the exercise intervention group versus controls. No significant effects were observed for cardiac structural indices in preterm-born participants. In preterm-born participants, LV basal- and mid-ventricular circumferential strain increased (adjusted mean difference: -1.33, 95% CI: -2.07,-0.60, interaction term p=0.057 and adjusted mean difference: -1.54, 95% CI: -2.46,-0.63, interaction term p=0.046, respectively) and RV global longitudinal strain increased (adjusted mean difference=-1.99%, 95% CI=-3.12,-0.87, interaction p=0.053) for those in the exercise intervention group versus controls. No significant effects were observed for myocardial deformation parameters in term-born participants. Conclusions Aerobic exercise training induces improved myocardial function but not cardiac structure in preterm-born adults.


Improvement in cardiac function but not structure in adults born preterm following a prescribed moderate to high intensity exercise intervention: a randomized clinical trial

October 2024

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22 Reads

European Heart Journal

Background People born preterm (<37 weeks’ gestation) have a potentially adverse cardiac phenotype that progresses with blood pressure elevation and may explain their increased risk of early heart failure and cardiovascular-related mortality. It remains unknown whether lifestyle or pharmacological interventions lead to beneficial left ventricle (LV) and right ventricle (RV) structural and/or functional changes in preterm-born adults. Purpose To determine whether preterm-born adults with elevated and stage 1 hypertension exhibit similar cardiac remodelling following a 16-week aerobic exercise intervention as their term-born peers with comparable blood pressures. Methods We conducted an open, parallel, two-arm superiority randomised controlled (1:1) trial in n=203 adults aged 18-35 years old with elevated or stage 1 hypertension. Participants were randomised to a 16-week aerobic exercise intervention targeting three, 60-minute supervised sessions per week at 60-80% peak heart rate (exercise intervention) or sign-posted to educational materials (controls). In a pre-specified cardiovascular magnetic resonance imaging (CMR) sub-study in n=100 individuals, CMR was performed before and after the 16-week intervention. Group differences in outcome variables after the intervention were examined using ANCOVA adjusting for baseline outcome variables, sex, and age. Interactions between birth category and intervention effect were investigated by including an interaction term in the intervention ANCOVA analyses. Results One hundred participants completed CMR scans at baseline and after the 16-week intervention, with n=47 in the exercise intervention group (n=26 term-born; n=21 preterm-born) and n=53 controls (n=32 term-born; n=21 preterm-born). Cardiac structural measures in preterm-born adults did not change following the intervention. However, term-born adults in the exercise intervention group decreased LV mass to end-diastolic volume ratio (adjusted mean difference: -0.03, 95% CI: -0.06,-0.01, interaction term p=0.027) and increased RV stroke volume (adjusted mean difference: 5.53mL/m2, 95% CI: 2.60,8.47, interaction term p=0.076) versus controls. Preterm-born adults in the exercise intervention group increased LV basal- and mid-ventricular circumferential strain versus controls (adjusted mean difference: -1.33%, 95% CI: -2.07,-0.60, interaction term p=0.057 and adjusted mean difference: -1.54%, 95% CI: -2.46,-0.63, interaction term p=0.046, respectively), which was not observed in term-born adults. Similarly, preterm-born adults improved RV longitudinal strain versus controls (adjusted mean difference: -0.51%, 95% CI: -1.49,0.46, interaction term p=0.053), which was also not observed in term-born adults. Conclusions Aerobic exercise training improves myocardial function but not cardiac structure in preterm-born adults. Modified exercise protocols or combination with pharmacological intervention may lead to additional cardiac remodelling benefits.


Citations (13)


... 28,29 An analysis of 5-year outcomes for a subgroup of the EVAREST cohort has recently been published indicating that a positive stress echocardiogram, and degree of ischaemic burden, is associated with an increased risk of both all cause and cardiac-related mortality, as well as myocardial infarction, and predicts the need for revascularization. 30 As this analysis relied on outcomes over 5 years, this primarily reflects outcomes of the referral practice in the first phase of EVAREST. Future long-term follow-up, up to 10 years, will provide an opportunity to investigate whether outcomes remain similar in the second phase of EVAREST. ...

Reference:

Changes in Coronary Disease Management Decisions in Real World Practice between 2015 and 2023: Insights from the Evarest/BSE-NSTEP observational study
Long-term outcomes after stress echocardiography in real-world practice: a 5-year follow-up of the UK EVAREST study
  • Citing Article
  • November 2024

European Heart Journal Cardiovascular Imaging

... Recent evidence suggests that lower BP targets improve outcomes. A cardiac imaging sub-study of the POP-HT trial demonstrated that improved BP control through both self-monitoring and physician titration was associated with favorable cardiac remodeling by both echocardiogram and cardiac MRI parameters [95]. Lowering treatment targets may help reduce racial disparities in postpartum outcomes, however more research is needed in this area. ...

Long-Term Blood Pressure Control After Hypertensive Pregnancy Following Physician-Optimized Self-Management: The POP-HT Randomized Clinical Trial
  • Citing Article
  • May 2024

Obstetrical and Gynecological Survey

... Maternal Morbidity and Mortality Committees are now using chain of risk analysis and increasingly identifying HTN as an early risk factor in these causes of mortality that were previously analyzed as independent factors [21]. While there has been increased interest in postpartum HTN surveillance and its relationship to maternal morbidity, there is a paucity of studies evaluating optimal medical treatment or the impact of current treatments on maternal outcomes [22][23][24][25][26][27][28][29]. As such, national and international guidelines for postpartum treatment of HTN can only provide expert opinion or recommend utilization of adult HTN guidelines due to the lack of evidence to guide blood pressure goals or medical management [30][31][32][33]. ...

Long-Term Blood Pressure Control After Hypertensive Pregnancy Following Physician-Optimized Self-Management: The POP-HT Randomized Clinical Trial
  • Citing Article
  • November 2023

JAMA The Journal of the American Medical Association

... Stress echocardiography has been used as a first-line test for patients with chest pain for decades. [14][15][16][17][18][19][20][21][22][23] The Echocardiography Value and Accuracy at Rest and Stress (EVAREST) studied the care pathway of up to 18 000 patients undergoing stress echocardiography across 32 UK hospitals between 2015 and 2023. Recruitment spanned the time that key randomized trials and updated guidelines on cardiovascular disease management were published. ...

Real world hospital costs following stress echocardiography in the UK: a costing study from the EVAREST/BSE-NSTEP multi-entre study

Echo Research and Practice

... Innovative technology may also improve efficiency in diagnostic imaging. The PROspective randomised controlled Trial Evaluating the Use of artificial intelligence in Stress echocardiography (PROTEUS) randomised 2341 patients across 20 UK hospitals with suspected coronary artery disease undergoing stress echocardiography to AI-augmented decision making vs. usual care [103]. Overall, use of AI-augmentation did not meet prespecified non-inferiority criteria. ...

PROTEUS Study: A Prospective Randomised Controlled Trial Evaluating the Use of Artificial Intelligence in Stress Echocardiography
  • Citing Article
  • May 2023

American Heart Journal

... There were limitations to this single-center trial. Although the intervention period was relatively short, the duration was in line with other similar trials in young adults with hypertension 12 and was sufficient to see a significant improvement in fitness in the form of cardiopulmonary exercise capacity28 and cardiac remodeling, especially in the term-born adults. Nevertheless, it is plausible that a longer intervention period, or alternative form of exercise such as high-intensity interval training, 29 may be needed to observe greater improvements in cardiac structure and function for both preterm-and termborn adults. ...

Aerobic Exercise Training Response in Preterm-Born Young Adults with Elevated Blood Pressure and Stage 1 Hypertension: A Randomised Controlled Trial

American Journal of Respiratory and Critical Care Medicine

... This automation reduces operator dependence, improves consistency, and minimizes interobserver variability, providing faster, more consistent evaluations of myocardial perfusion and ischemia. [37][38][39] In 1 study, machine learning models identified geometric and kinematic features from stress echocardiograms to detect severe CAD with 86.7% sensitivity and 85.7% specificity. 40 Deep learning methods, such as DeepLabV3þ, have been developed to improve myocardial segmentation in contrast echocardiograms, handling complex myocardial structures effectively. ...

Left ventricular assessment with artificial intelligence increases the diagnostic accuracy of stress echocardiography

European Heart Journal Open

... Some researchers found that hypertensive and prehypertensive populations should try moderate-intensity and high-intensity aerobic exercise training to control blood pressure [16]. Other studies demonstrated that a significant improvement in blood pressure management for hypertension populations was proven in high-intensity aerobic exercise compared with moderate-intensity exercise [17,18]. Conflict evidence suggests that aerobic exercise is good, but resistance exercise is better. ...

Effect of moderate to high intensity aerobic exercise on blood pressure in young adults: The TEPHRA open, two-arm, parallel superiority randomized clinical trial

EClinicalMedicine

... The presence of five randomized controlled trials in this review indicates efforts to evaluate the effectiveness of postpartum care beyond standard care, particularly during the postpartum period. Several studies are interconnected or involve similar types of postpartum care interventions (Cairns et al., 2020;Kitt et al., 2022;Nuckols et al., 2022;Triebwasser et al., 2021). This indicates that there are still opportunities to conduct experimental research on postpartum care interventions or hypertension prevention programs for women with a history of preeclampsia. ...

Postpartum blood pressure self-management following hypertensive pregnancy: protocol of the Physician Optimised Post-partum Hypertension Treatment (POP-HT) trial

... Artificial intelligence (AI) and machine learning (ML) are revolutionizing modern cardiology, offering tools that not only improve diagnostic accuracy, but also personalize treatment and optimize cardiovascular disease management. These technologies are capable of analyzing huge medical datasets, identifying subtle patterns invisible to the human eye, and supporting clinicians in making real-time therapeutic decisions [1,2,3]. ...

Automated Echocardiographic Detection of Severe Coronary Artery Disease Using Artificial Intelligence

JACC Cardiovascular Imaging