Evaluation of Alysis-001 cuffless blood pressure estimation algorithm against the European Society of Hypertension awake/asleep test criteria in hypertensive patients.
This represents the first evaluation of a Device Type 3 cuffless blood pressure algorithm (automated, wearable, demographic-calibrated, not at heart level) meeting ESH awake/asleep test criteria, suggesting Alysis-001's potential as a clinically viable alternative for ambulatory blood pressure monitoring in hypertensive patients.
Abstract
Accurate ambulatory blood pressure monitoring (ABPM) is essential for cardiovascular risk assessment and hypertension management, but conventional cuff-based ABPM causes discomfort and sleep disturbance, potentially affecting measurement reliability. The European Society of Hypertension (ESH) established evaluation criteria for cuffless blood pressure devices, with the awake/asleep test as the primary evaluation test for automated wearable devices. This study evaluated whether Alysis-001, a software-based cuffless blood pressure estimation algorithm using sensor data from a wrist-worn device, meets ESH awake/asleep test criteria in hypertensive patients under two data extraction strategies: (1) arm-stabilized periods only ( ≥ 10 s static); (2) including low-intensity activity (high-intensity excluded). We prospectively enrolled 92 hypertensive outpatients receiving antihypertensive treatment who simultaneously wore Alysis Wear and underwent conventional 24-h ABPM; 78 completed the study. Under both strategies, Alysis-001 demonstrated excellent agreement with reference ABPM across all measurement periods, with intraclass correlation coefficients exceeding 0.70 for systolic and diastolic blood pressure. Alysis-001 successfully met all ESH awake/asleep test criteria under both strategies: mean difference between awake-asleep blood pressure changes ≤5 mmHg, standard deviation ≤8 mmHg, and correlation coefficients ≥0.70 for both systolic and diastolic blood pressure. Alysis-001 also demonstrated high sensitivity, specificity, and accuracy in identifying non-dippers under both strategies. To our knowledge, this represents the first evaluation of a Device Type 3 cuffless blood pressure algorithm (automated, wearable, demographic-calibrated, not at heart level) meeting ESH awake/asleep test criteria, suggesting Alysis-001's potential as a clinically viable alternative for ambulatory blood pressure monitoring in hypertensive patients.
Drug use is an ancient practice, but its associated disorders represent a contemporary public health challenge. This study investigates the impact of proximal processes in childhood/adolescence and adulthood on substance use, focusing on the role of Therapeutic Communities (TCs). Using a qualitative methodology, 19 residents of TCs in the state of Rio de Janeiro were interviewed. Instruments included a screening test (ASSIST), a sociodemographic inventory, and semi-structured interviews. Content analysis of the interviews was supported by the Requalify.ai software, which proved to be an efficient tool for categorizing and visualizing qualitative data. Results indicate that factors such as dysfunctional family environments, violence, and early onset of consumption, often mediated by peer influence, are determining risk factors. On the other hand, peer social support within TCs emerges as a crucial protective factor, associated with positive changes reported by participants. The sample revealed an overrepresentation of Black and Brown individuals, highlighting the racial dimension in the history of drug use in Brazil. The study concludes that proximal relationships are decisive in both the etiology and recovery of substance use disorders, and that TCs, although controversial, can offer a supportive environment that favors change, especially through peer support and cohabitation.
Marceli de Souza Rosa-Pereira, L. Pessoa· Lumen et Virtus· 0 citations
An audit-and-placebo protocol is proposed that separates verifier artifacts, interaction scaffolding, and grounded feedback credit in evaluations of self-evolving test generators in evaluations of self-evolving test generators.
Yunhao Liang, Chengguang Gan, Ruixuan Ying et al.· 0 citations
This study examined whether introductory Qiskit homework could remain autogradable while requiring students to run, review, and discuss results rather than banning AI.
This prototype MRG image translocation software was helpful to 69% of patients with binocular diplopia, but limited by large angle strabismus because of the limited instrument field of view.
Edsel B Ing, Kevin Sha, Sarosh Dandoti et al.· Journal of neuro-ophthalmolo...· 0 citations
A diagnostic support system based on a unified web platform that classifies patients according to the risks of developing three diseases based on regularly collected clinical or audio data using classical supervised learning algorithms is presented.
Vedamurthy D R, Dr. Anup Ritti, A. Bibi et al.· International Journal for Re...· 0 citations
A high initial investment in acquiring environmentally friendly products can discourage
institutions from adopting them. This study explored the extent to which eco-friendly products
contribute to supply chain resilience and operational performance at the Nigerian Maritime
University. The study employed a quantitative survey method administering a sample of 303copies
questionnaire to the staff of the organization using a stratified sampling technique. The hypotheses
were tested and analyzed using a regression method with the aid of Minitab software. The
regression analysis indicates eco-friendly products significantly relates to operational efficiency
in Nigerian Maritime University, South-South Nigeria. The model regression indicates (R² = 99.20,
B = 1.039, β = 0.0162, p = 0.000); indicating that the model is a good fit. The coefficient 1.0399
is highly significant (p < 0.001). This indicates a positive and strong effect, explaining that for
every one-unit increase in eco-friendly products, the operational efficiency increases by
approximately 1.039 units. The NOVA result confirms F = 4117.07, p < 0.001. The study
concludes that the adoption of eco-friendly products plays a significant and positive role in
enhancing organizational sustainability performance or resilience. Organizations should embed
eco-friendly product selection into their procurement guidelines to promote sustainable
operations. Management should invest in environmentally friendly technologies and capacity
building initiatives to support the transition to sustainable practices.
Ikenna Christopher Ugwu· IIARD International Journal...· 0 citations
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