.
It is unethical to wait until patients have cancer.

Preventive healthcare AI needs to be implemented.

#AI #algorithms #prevention #publichealth #healthequity

Health science
is endangering patients' health
by neglecting
evidence-based assessments of
- healthy housing,
- and income available for healthy food.
.

.
Exhaust fume-free commuting
results in billions of
dollars in savings

for physical and mental illness
and associated aged care burdens:

Heart disease, pre-eclampsia,
respiratory disease, women's lung cancer,
degenerative diseases,
immune system disorders,
neurological disorders
cancer metastasis

.
The risk of luminal breast cancer
is increased by

pesticide exposure
www.researchsquare.com/article/rs-4...

and menopausal hormone therapy (HRT)
www.nature.com/articles/s41...

.
It is unethical to wait until someone has a stroke.

Preventive health AI
needs to monitor

- nighttime SDNN,

- and circulating pro-thrombotic gut-liver metabolites,
such as
toxic LPS,
indoxyl sulfate,
p-cresyl sulfate,
and phenylacetylglutamine (PAGln).

.
Which algorithms are used to
assess
- healthy housing,
- and healthy bedding?

#gerontology #histology #publichealth #geriatrics #ecotoxicology #health #biology #ecology #NCDs

Biomonitoring of mixtures of pollutants
needs to be improved.

Cadmium
damages the proteoglycans and glycosaminoglycans of the
extracellular matrix of cartilage.
.
www.sciencedirect.com/science/arti...

#midwifery #womenshealth #ecology #exposome #pregnancy #hypertension #publichealth

The risk of pre-eclampsia

is increased by
neglecting

biomonitoring of
pollutant mixtures
(exhaust fumes, PFAS, lead, chromium, arsenic, mercury, ...)

and adequate sunlight prescriptions

in preventive healthcare.

.
AI and software legislation and regulation
need to ensure that

algorithms used in software affecting consumers,
are made available
to consumer advocates and the public
in a user-friendly format.
.