Journal: Sleep

Article Title: Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches

doi: 10.1093/sleep/zsab035

Figure Lengend Snippet: Sociodemographic, lifestyle, clinical, and HIV-related characteristics of study participants

Article Snippet: Comparisons of sociodemographic, lifestyle, and clinical characteristics across older PWH, younger PWH, and HIV-negative individuals were carried out using chi-square test, Fisher’s exact test, and Wilcoxon rank‐sum tests as appropriate.

Techniques: Injection, Biomarker Discovery

Journal: Sleep

Article Title: Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches

doi: 10.1093/sleep/zsab035

Figure Lengend Snippet: Association of average sleep duration, WASO, and maintenance efficiency with the global cognitive T-score, as estimated via rank regression, adjusting for age, gender, ethnicity, education, and ongoing use of sleep medication

Article Snippet: Comparisons of sociodemographic, lifestyle, and clinical characteristics across older PWH, younger PWH, and HIV-negative individuals were carried out using chi-square test, Fisher’s exact test, and Wilcoxon rank‐sum tests as appropriate.

Techniques:

Journal: Sleep

Article Title: Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches

doi: 10.1093/sleep/zsab035

Figure Lengend Snippet: VIP and VIM for each actigraphy variable as obtained from PLS and random forest, respectively, run separately in PWH ( n = 344) and HIV-negative individuals ( n = 119). Note : VIM is expressed as the percentage relative to that of the variable with the highest VIM. The random forest model additionally included age, gender, ethnicity, education, and use of sleep medication; VIM for all variables, including potential confounders, are shown in .

Article Snippet: Comparisons of sociodemographic, lifestyle, and clinical characteristics across older PWH, younger PWH, and HIV-negative individuals were carried out using chi-square test, Fisher’s exact test, and Wilcoxon rank‐sum tests as appropriate.

Techniques:

Journal: Sleep

Article Title: Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches

doi: 10.1093/sleep/zsab035

Figure Lengend Snippet: Association between RU SATED sleep dimensions and global cognitive T-score in PWH ( n = 344) and HIV-negative individuals ( n = 119). Associations are expressed as differences in the median global T-scores with participants reporting “good” sleep health as a reference category and adjusting for potential confounders.

Article Snippet: Comparisons of sociodemographic, lifestyle, and clinical characteristics across older PWH, younger PWH, and HIV-negative individuals were carried out using chi-square test, Fisher’s exact test, and Wilcoxon rank‐sum tests as appropriate.

Techniques:

Journal: Sleep

Article Title: Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches

doi: 10.1093/sleep/zsab035

Figure Lengend Snippet: Means (95% CI) of the 22 sleep variables (centered and scaled to unit variance) in PWH and HIV-negative individuals, stratified by groups identified using LCA.

Article Snippet: Comparisons of sociodemographic, lifestyle, and clinical characteristics across older PWH, younger PWH, and HIV-negative individuals were carried out using chi-square test, Fisher’s exact test, and Wilcoxon rank‐sum tests as appropriate.

Techniques:

Journal: Open Forum Infectious Diseases

Article Title: P-2071. Reaching the Hard-to-Reach via the ACCELERATE Model of HIV Care: Telehealth, Rapid Restart and Follow-up

doi: 10.1093/ofid/ofaf695.2235

Figure Lengend Snippet: Outreach Efforts in ACCELERATE Flowchart from Prescreening of OOC PWH until Study Enrollment. Unreachable: PWH who could not be contacted after sharing study flyer, 4 phone call across 3 weeks, a patient portal message and an email. Out of State: Moved outside Missouri, one of the exclusion criteria of ACCELERATE. Unable to Consent: People who cannot understand and sign the informed consent. Study Drug: Bictegravir/Emtricitabine/Tenofovir Alafenamide

Article Snippet: We reached 225/464 (49%) PWH, 150/225 (63%) confirmed OOC, 68/150 (45%) were eligible, and 57/68 (84%) were enrolled (Figure 1).

Techniques:

Journal: Open Forum Infectious Diseases

Article Title: P-2071. Reaching the Hard-to-Reach via the ACCELERATE Model of HIV Care: Telehealth, Rapid Restart and Follow-up

doi: 10.1093/ofid/ofaf695.2235

Figure Lengend Snippet: Top 10 Barriers to HIV Care Selected by PWH who were OOC (%, N=43) As part of the baseline survey, respondents chose which barriers were important reasons to fall out of care. For each barrier, the percentage of respondents who identified it as "important" was calculated. The top 10 barriers were represented by this figure.

Article Snippet: We reached 225/464 (49%) PWH, 150/225 (63%) confirmed OOC, 68/150 (45%) were eligible, and 57/68 (84%) were enrolled (Figure 1).

Techniques: