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Find studies

Showing 76–100 of 143 studies in Digital health tools of type cohort or longitudinal study (page 4 of 6) · 29,780 in the whole library · How the 0–100 score works

Download bibliography of these 143 studies, in this order: BibTeX (.bib) · RIS (.ris)

Browse by subject, author or institution

Each number is how many studies that link shows, with your other filters kept.

What “Digital health tools” covers

Digital health tools — Apps, wearables, online tests and other technology used to detect, monitor or support people with dementia.

A note on reading research. One study is rarely the final word.

We try to note the size of a study, whether it was in humans or animals, and how early-stage the finding is. If a summary here doesn't make that clear, treat it with extra caution and check the original source.

Four subphenotypes were computationally derived that correlated with cardiovascular diseases and mental health illnesses. 3 key findings →

Design: longitudinal study Participants: 273 Evidence: moderate

We have established a valuable homogeneous single-center cohort which, by identifying groups of variables associated with high risk of MCI or dementia conversion, should help to clarify the early physiopathological mechanisms of AD and should provide avenues for prompt diagnosis and AD prevention. 2 key findings →

Design: cohort study Participants: 1,169 Evidence: moderate

The natural history of dementia in Down's syndrome

✓ Peer-reviewed alzhub usefulness score 57 out of 100. Archives of neurology 1990-03-01

In a prospective longitudinal study with death as the end point in 17 middle-aged patients with Down's syndrome, dementia was clinically diagnosed in 15 patients, by means of careful observations in daily circumstances. 2 key findings →

Design: longitudinal study Participants: 15 Evidence: moderate

The results were validated in an independent sample of 610 patients with Parkinson's disease from the National Institute of Neurological Disorders and Stroke Parkinson's Disease Biomarker Program (PDBP). 2 key findings →

Design: longitudinal study Participants: 423 Evidence: moderate

Light Gradient-boosting Machine (LightGBM) achieved the highest performance in identifying agitation over an 8-day period with a sensitivity of 71.32% ± 7.38 and specificity of 75.28% ± 7.38. 5 key findings →

Design: longitudinal study Participants: 63 Evidence: moderate

Taking more anticholinergic medications is associated with greater risk of hospitalization for confusion or dementia. 3 key findings →

Design: cohort study Evidence: moderate

Hospitalised people with cognitive impairment experience significantly greater length of stay and when discharged to their usual residence are more likely to be readmitted to hospital within 28 days compared with those without cognitive impairment. 5 key findings →

Design: cohort study Evidence: moderate

Alzheimer's disease (AD) presents a significant challenge in neurodegenerative research and clinical practice due to its complex etiology and progressive nature. 1 key finding →

Design: longitudinal study Evidence: moderate

In older adults, hearing loss is independently associated with an increased rate of cognitive decline, and has been identified to be a modifiable risk factor for dementia. 5 key findings →

Design: longitudinal study Participants: 59 Evidence: moderate

What is semantic dementia?: a cohort study of diagnostic features and clinical boundaries

✓ Peer-reviewed alzhub usefulness score 56 out of 100. Archives of neurology 2010-04-01

Semantic dementia is distinguishable from other presentations of frontotemporal dementia and Alzheimer disease, not only by fluent speech and impaired comprehension without loss of episodic memory, syntax, and phonology but also by empty, garrulous speech with thematic perseverations, semantic paraphasias, and poor category fluency. 2 key findings →

Design: cohort study Participants: 48 Evidence: moderate

Alzheimer's Disease is a complex, multifactorial, and comorbid condition. 1 key finding →

Design: longitudinal study Evidence: moderate

The accessibility of the retina with the use of non-invasive and relatively low-cost ophthalmic imaging techniques and analytics provides a unique opportunity to improve the detection, diagnosis and monitoring of systemic diseases. 5 key findings →

Design: longitudinal study Evidence: moderate

Apathy is a persistent behavioural feature in PD with a high incidence and prevalence over time. 3 key findings →

Design: longitudinal study Participants: 139 Evidence: moderate

Digital biomarker prognostic models can be a useful tool to assist large-scale population screening for the early detection of cognitive impairment and patient monitoring over time. 1 key finding →

Design: longitudinal study Evidence: moderate

Adjusted for demographic and health behavior as well as health condition risk factors, desktop and cellphone ownership were independently associated with subsequent decreased cognitive decline over the four-year period. 2 key findings →

Design: longitudinal study Evidence: moderate

This proof-of-concept study demonstrates that automated deep learning-driven processing of audio recordings of neuropsychological testing performed on individuals recruited within a community cohort setting can facilitate dementia screening. 5 key findings →

Design: longitudinal study Evidence: moderate

We examined longitudinal change in language expression during a semi-structured speech sample in 48 patients with primary progressive aphasia (PPA) or behavioral variant frontotemporal dementia (bvFTD) and related this to longitudinal neuroimaging of cortical thickness available in 25 of these patients. 2 key findings →

Design: longitudinal study Participants: 48 Evidence: moderate

Age, education level, number of pain sites, pain duration, pain level, depression and sleep quality were risk factors of MCI in older patients with chronic pain. 5 key findings →

Design: longitudinal study Participants: 612 Evidence: moderate

Early detection of Alzheimer's disease (AD) is critical yet challenging, particularly in younger individuals. 1 key finding →

Design: longitudinal study Participants: 120 Evidence: moderate

The use of methods that focus on determining a single underlying cause may lead to underestimation of the extent of the contribution of some diseases such as dementia and respiratory disease to death in older adults and overestimation of the contribution of other diseases. 1 key finding →

Design: longitudinal study Evidence: moderate

Comorbidities in community-living older adults with dementia are common and account for a substantial proportion of health service use and costs in this population. 2 key findings →

Design: cohort study Evidence: moderate

There was a significant intervention effect as hypothesized for participants with lower mastery at baseline on all three bother (p =.04), anxiety (p =.01), and depression (p =.007). 4 key findings →

Design: longitudinal study Evidence: high

The implementation represented radical innovation and required far more resources than the incremental changes anticipated by the participants. 3 key findings →

Design: longitudinal study Evidence: moderate

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Where “Free full text” comes from

Free full text links and the Full text may need a subscription label come from Unpaywall, Europe PMC and OpenAlex records of free copies, checked 10 Oct 2026. A study with neither is unknown, not paywalled. Show only studies that are free to read

How the 0–100 score works — and why some entries are capped

This is alzhub's own score. It is not an official metric, not an impact factor, and no journal, publisher or ranking body endorses it. We built it so that a reader who is not a scientist can tell a landmark trial from a conference abstract without having to already know the difference. Every point comes from one of 20 components, all of them printed on the study itself, so you can disagree with our arithmetic rather than having to trust the total.

  • Journal tier up to 10 pts
  • Journal's citation record up to 4 pts
  • Study design up to 12 pts
  • Strength of evidence up to 5 pts
  • Peer-review validation up to 10 pts
  • How recent up to 5 pts
  • Sample size up to 4 pts
  • Effect reported up to 3 pts
  • Studied in people up to 3 pts
  • Randomised / blinded up to 2 pts
  • Times cited up to 7 pts
  • Citations per year up to 5 pts
  • Impact for its field and year up to 6 pts
  • Cited by studies here up to 6 pts
  • Still being cited up to 4 pts
  • Senior author's track record up to 4 pts
  • Institution's track record up to 3 pts
  • Multi-centre collaboration up to 3 pts
  • Indexed in PubMed up to 2 pts
  • Free to read up to 2 pts

Journals are placed in ordered tiers, never given a numeric impact factor — we could not verify current impact factors from a source we control, and an invented one would be worse than none. Tier 1 is the top-tier general journals (NEJM, The Lancet, JAMA, Nature, Science, Nature Medicine); tier 2 is the leading specialty journals; tier 3 is every other peer-reviewed journal. A separate part scores how much the journal's own papers are cited, which tells the tier-3 journals apart.

Two rules we don't bend. First, we never fill in a missing value: if a record does not state a sample size or a design, that component scores zero, and if we simply have no data for a part, such as a citation count, that part is left out and the study is scored on the parts we could check. The study card says which. Second, anything that is not a peer-reviewed article is capped at 16/100 and carries a warning chip — so a conference abstract or a company press release can never outrank a peer-reviewed paper, no matter how good it looks.

We rank a rigorous null result — a good trial showing that something does not work — above an early positive finding. Someone deciding whether to buy a supplement is served by that, and the rigour is already counted by the design and journal components.

The score is computed from the published data alone and is reproducible: the same file always yields the same numbers.

See the whole rubric drawn out → — four charts covering all 29,780 studies: how the scores are spread and where the cap bites, which of the 20 components the library is strong and weak on, which subjects rest on stronger evidence, and what kinds of study each subject is actually built from.

What this library is — and isn't

This is a large sample of the Alzheimer's literature, not an exhaustive index of it. It holds 29,780 records, built mostly from automated pulls of Europe PMC (63.8% of the library) and OpenAlex (17.1%), plus smaller pulls from PubMed, Crossref and medRxiv. If a study, a drug, or a finding isn't here, that is not evidence it doesn't exist in the literature — it may simply not have been pulled in yet.

1,037 records (3.5% of the library) are not peer-reviewed — 964 of those are preprints posted before any journal review, and the rest are conference abstracts, regulatory notices and reports. Every study card on this page states its status plainly, and the score above is capped for anything that isn't a peer-reviewed article.

See the full, machine-readable breakdown of this library's coverage →

Newest studies, as a dated timeline →    Atom feed