education, research, innovation
0-100 chain-logic scale · 15 dimensions · scored on public evidence
Encourage belonging, community, and emotional support for parents of autistic children.
Group drumming music therapy intervention.
ClinicalTrials.gov record published.
Learn self-supervised medical-image representations that explicitly encode anatomical part-whole hierarchies for anatomy understanding, anomaly detection, few-shot learning, and transfer learning.
Self-supervised learning framework with localizability, composability, and decomposability branches; produces dense anatomical embeddings called Eve-v2.
Published 2026 Medical Image Analysis article describing Adam-v2 and project page GitHub.com/JLiangLab/Eden.
Reported zero-shot anatomy understanding, dense semantic embeddings, anatomical symmetry recognition, cross-image anatomical matching, few-shot learning, transfer learning, and anomaly detection performance.
Evaluate feasibility, acceptability, and outcome signals for a remotely delivered heart-rate-variability biofeedback breathing intervention for adults with chronic migraine.
Pilot randomized controlled trial of an 8-week app-based HRV biofeedback intervention, 10 minutes per day, compared with a sham control intervention.
ClinicalTrials.gov record published for pilot RCT.
Test whether daily avocado intake from 6 to 12 months of age affects infant gut microbiome composition, growth, motor skills, and cognitive development.
Clinical trial comparing daily avocado intake with standard of care, with home visits, surveys, growth measures, diaper swabs for gut microbes, and dietary diaries.
ClinicalTrials.gov record published for infant nutrition and gut-brain health study.
Develop and pilot a family-member engagement intervention to support HIV and opioid substitution therapy treatment for people who inject drugs in South Africa.
Intervention development followed by a pilot feasibility study assessing preliminary impact on outcomes.
ClinicalTrials.gov record published for feasibility pilot.
Increase physical activity among older adults living alone with subjective cognitive decline and low baseline physical activity, while examining social support and stress resilience mechanisms relevant to cognitive, physical, and psychological health.
Clinical trial comparing basic education, goal-setting, self-monitoring, text reminders, and Garmin wearable monitoring with a tech-enhanced condition that adds a study website and virtual coaching.
ClinicalTrials.gov record published describing the intervention and target population.