69/100
✓ Peer-reviewed
alzhub usefulness score 69 out of 100.
·
BMC geriatrics
·
2017-07-10
Of all studies included in this systematic review, results from the highest quality studies, which were two randomized controlled trials, demonstrated that multi-domain CCT could lead to increases in hippocampal functional connectivity. 5 key findings →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
Nine studies were eligible for inclusion. 2 key findings →
Design: longitudinal study
Evidence: high
Full summary, score breakdown and related studies →
Original source
Multi-model cognitive training help MCI patients to gained cognition benefit, especially in memory, attention and executive function. 4 key findings →
Participants: 78
Evidence: low
Full summary, score breakdown and related studies →
Original source
69/100
✓ Peer-reviewed
alzhub usefulness score 69 out of 100.
·
The Gerontologist
·
2020-09-01
Our search identified a total of 2,824 citations, following screening for duplicates and application of inclusion and exclusion criteria, five studies were included for analysis. 1 key finding →
Participants: 2,824
Evidence: low
Full summary, score breakdown and related studies →
Original source
This pilot study aimed to compare the effect of companion robots (PARO) to participation in an interactive reading group on emotions in people living with moderate to severe dementia in a residential care setting. 2 key findings →
Evidence: high
Full summary, score breakdown and related studies →
Original source
Use of VR in hospitalized patients significantly reduces pain versus a control distraction condition. 5 key findings →
Design: cohort study
Participants: 100
Evidence: high
Full summary, score breakdown and related studies →
Original source
The SmartPrompt is a smartphone-based reminder application informed by a neuropsychological model of functional disability. 3 key findings →
Evidence: low
Full summary, score breakdown and related studies →
Original source
Promising results are reported across nearly all 51 studies, but very few have been implemented in clinical research or practice. 4 key findings →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
On meta-analysis, PARO had no ST or LT compared to UC or AC over 5-12 weeks on agitation (ST vs UC, 4 trials, 153 participants: pooled standardized mean difference (SMD) 0.25; - 0.57 to 0.06; LT vs UC; 2 trials, 77 participants, SMD = -0.24; - 0.94, 0.46), cognition (ST vs UC, 3 trials, 128 participants: SMD= 0.03; -0.32, 0.38), overall neuropsychiatric symptoms (ST vs UC, 3 trials, 169 participants: SMD= -0.01; -0.32, 0.29; ST vs AC, 2 trials, 145 participants: SMD =0.02, -0.71, 0.85), apathy (ST vs AC, 2 trials, 81 participants: SMD= 0.14; 0.29, 0.58), depression (ST vs UC, 4 trials, 181 participants; SMD= 0.08; -0.52, 0.69; LT vs UC: 2 trials, 77 participants: SMD =0.01; -0.75, 0.77), anxiety (ST vs UC: 2 trials, 104 participants, SMD= 0.24; -0.85, 1.33) and quality of life (ST vs UC, 2 trials, 127 participants: SMD=-0.05; -0.52, 0.42; ST vs AC: 2 trials, 159 participants, SMD =-0.36, -0.76, 0.05). 1 key finding →
Design: systematic review
Participants: 153
Evidence: high
Full summary, score breakdown and related studies →
Original source
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Targeted clinical application of specific technologies is poised to revolutionize precision care in dementia as these technologies may be used both by patients and caregivers, and at a systems level to provide safe and effective care. 2 key findings →
Design: systematic review
Participants: 1,337
Evidence: high
Full summary, score breakdown and related studies →
Original source
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68/100
✓ Peer-reviewed
alzhub usefulness score 68 out of 100.
·
BMJ open
·
2020-11-24
Cognitive impairment is recognised as an important non-motor symptom in Parkinson's disease (PD) and there is a need for evidence-based non-pharmacological interventions that may prevent or slow cognitive decline in this patient group. 1 key finding →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
This review has shown that wearable systems are used mostly for the monitoring and provision of feedback on posture and upper extremity movements in stroke rehabilitation. 4 key findings →
Participants: 21
Evidence: high
Full summary, score breakdown and related studies →
Original source
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We tested the trained model using five other studies, three of which used PET as a biomarker of significant amyloid β burden (testing the deep learning model between amyloid β positive vs amyloid β negative). 2 key findings →
Design: case-control study
Participants: 648
Evidence: moderate
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Original source
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67/100
✓ Peer-reviewed
alzhub usefulness score 67 out of 100.
·
NeuroImage
·
2020-06-08
Traditional neuroimage analysis pipelines involve computationally intensive, time-consuming optimization steps, and thus, do not scale well to large cohort studies with thousands or tens of thousands of individuals. 5 key findings →
Design: cohort study
Evidence: moderate
Full summary, score breakdown and related studies →
Original source
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Data collected from clinical trials and cohort studies, such as dementia studies, are often high-dimensional, censored, heterogeneous and contain missing information, presenting challenges to traditional statistical analysis. 1 key finding →
Design: cohort study
Participants: 1,037
Evidence: moderate
Full summary, score breakdown and related studies →
Original source
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Despite the promise of a multitude of sensors and devices that can be applied, there are no agreed-upon standards for digital biomarkers, nor are there comprehensive evidence-based results for which digital biomarkers may be demonstrated to be most effective. 3 key findings →
Participants: 279
Evidence: low
Full summary, score breakdown and related studies →
Original source
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Main results We identified no studies which met the inclusion criteria. 1 key finding →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
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This study aimed to investigate the association between a virtual reality (VR) intervention program and cognitive, brain and physical functions in high-risk older adults. 4 key findings →
Design: randomized controlled trial
Participants: 68
Evidence: high
Full summary, score breakdown and related studies →
Original source
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A total of 704 records met the inclusion criteria for bibliometric analysis. 5 key findings →
Design: systematic review
Participants: 704
Evidence: high
Full summary, score breakdown and related studies →
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Our findings suggest that VR training is an effective treatment for both people with MCI and dementia. 5 key findings →
Design: meta-analysis
Evidence: high
Full summary, score breakdown and related studies →
Original source
67/100
✓ Peer-reviewed
alzhub usefulness score 67 out of 100.
·
PloS one
·
2012-07-11
A systematic review to examine the efficacy of computer-based cognitive interventions for cognitively healthy older adults was conducted. 2 key findings →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
All test batteries exhibited some of the strengths of computerized cognitive testing: standardization of administration and stimulus presentation, accurate measures of response latencies, automated comparison in real time with an individual's prior performance as well as with age-related norms, and efficiencies of staffing and cost. 2 key findings →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
Conventional neuropsychological assessments for Alzheimer's disease are burdensome and inaccurate at detecting mild cognitive impairment and predicting Alzheimer's disease risk. 3 key findings →
Design: longitudinal study
Participants: 525
Evidence: moderate
Full summary, score breakdown and related studies →
Original source
Telemedicine is well received among patients and care partners, but successful delivery incorporates support staff and the care partners to navigate technologies. 2 key findings →
Design: systematic review
Evidence: high
Full summary, score breakdown and related studies →
Original source
Future work should incorporate clinicians to validate explanation methods and make conclusive inferences about dementia-related disease pathology. 1 key finding →
Evidence: low
Full summary, score breakdown and related studies →
Original source
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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.