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Find studies

Showing 326–350 of 1,094 studies in Digital health tools (page 14 of 44) · 27,380 in the whole library · How the 0–100 score works

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.

The clinical prediction model can play a beneficial role in decision-making for preventative measures for patients at risk of developing a delirium. 3 key findings →

Participants: 207 Evidence: low

The machine learning model developed in this study demonstrated strong classification performance in detecting and differentiating depression, anxiety, and apathy. 3 key findings →

Design: cross-sectional Evidence: low

This multimodal approach enhanced the system's performance and provided a clinically informative method for neuroimaging analysis. 1 key finding →

Participants: 44 Evidence: low

A total of 6378 papers published between 2014 and 2023 were analyzed. 5 key findings →

Participants: 6,378 Evidence: low

Random forest classifier and feature selection procedures were used to select digital biomarkers. 1 key finding →

Participants: 1,324 Evidence: low

Molecular features of human pathological tau distinguish tauopathy-associated dementias

✓ Peer-reviewed alzhub usefulness score 52 out of 100. Cell 2026-01-29

In Alzheimer's disease (AD), pathological tau protein shows a progressive accumulation of post-translational modifications (PTMs), reflecting disease severity, progression, and prion-like activity. 5 key findings →

Evidence: low

11 variables were critical in the training phase, including educational level, depression, insomnia, age, Body Mass Index (BMI), medication count, gender, stenting, systolic blood pressure (sbp), neurosis and rapid eye movement. 4 key findings →

Design: cross-sectional Participants: 2,379 Evidence: low

Accurate processing of emotional information is a critical component of appropriate social interactions and interpersonal relationships. 1 key finding →

Design: longitudinal study Evidence: moderate

Medicare beneficiaries with ADRD were at a higher risk of PAHs for certain uncontrolled comorbidities and incurred higher Medicare expenditures compared with matched controls without dementia. 5 key findings →

Design: cross-sectional Evidence: low

A history of previous exposure to surgery under GA might be associated with an increased risk of dementia, particularly in subjects who have undergone repeated exposure to GA. 2 key findings →

Participants: 21,380 Evidence: low

Utilization patterns of psychotropic drugs in institutionalized patients with dementia have changed over the past decade. 4 key findings →

Participants: 49,251 Evidence: low

These preliminary findings suggest that derived digital biomarkers may identify cognitive impairment in preclinical and prodromal AD, and may predict disease progression. 5 key findings →

Evidence: low

After taking into consideration a possible protopathic bias in the 2 years preceding the AD diagnosis date, benzodiazepine use was not associated with an increased risk of developing AD. 4 key findings →

Design: case-control study Evidence: moderate

Incidence of and risk factors for hallucinations and delusions in patients with probable AD

✓ Peer-reviewed alzhub usefulness score 52 out of 100. Neurology 2000-05-01

The authors found a relatively high incidence of hallucinations and delusions in patients diagnosed with probable AD and suggest that specific neurologic signs, cognitive abilities, and accelerated decline may be predictive markers for their occurrence. 5 key findings →

Participants: 329 Evidence: low

Pfordresher, Mario Liotti and Steven Brown Journal of Parkinson's Disease5:3 (517-524)Quantitative Analysis of Voice in Parkinson Disease Compared to Motor Performance: A Pilot StudyAlice K. Goberman Journal of Speech, Language, and Hearing Research53:4 (836-849)1 Aug 2010Intonation Contrast in Cantonese Speakers With Hypokinetic Dysarthria Associated With Parkinson's DiseaseJoan K.-Y. M. and William in Geriatric Dec of Speech and Voice Associated with Parkinson's Olson Ramig Clinical Linguistics & Jan speech in Parkinson's disease: A M. 3 key findings →

Design: longitudinal study Evidence: moderate

Neuropathology of variants of progressive supranuclear palsy

✓ Peer-reviewed alzhub usefulness score 51 out of 100. Current opinion in neurology 2010-08-01

Neurodegenerative tauopathies, of which progressive supranuclear palsy (PSP) is one of the most common, are clinically heterogeneous, reflecting differences in distribution and biochemical composition of tau pathology. 1 key finding →

Evidence: low

Using a targeted proteomic screen, we identified novel candidate biomarkers that complement the best current CSF biomarkers for distinguishing very mildly/mildly demented from cognitively normal individuals. 5 key findings →

Evidence: low

Quantifying gait and postural control adds valuable information that aids in understanding neurological conditions where motor symptoms predominate and cause considerable functional impairment. 1 key finding →

Evidence: low

Digital technology is transforming the development of drugs for Alzheimer's disease and was the topic of the Alzheimer's Association's Research Roundtable on its May 23-24, 2017 meeting. 1 key finding →

Evidence: low

Alzheimer's disease (AD) can be classified based on the relative density of neurofibrillary tangles (NFTs) in the hippocampus and association cortices into three subtypes: typical AD, hippocampal-sparing AD (HpSp AD), and limbic-predominant AD (LP AD). 4 key findings →

Participants: 18 Evidence: low

Language decline is usually the fastest and predominant change in primary progressive aphasia (PPA). 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 27,380 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 27,380 records, built mostly from automated pulls of Europe PMC (60.6% of the library) and OpenAlex (18.6%), 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.

1,032 records (3.8% of the library) are not peer-reviewed — 962 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