machine learning
The Health Tech Investment Act would establish a reimbursement pathway for FDA-cleared AI-enabled medical devices.
It uses a competitive learning approach against unlabelled data.
Also, HeraMED is deploying its remote pregnancy monitoring solutions in a private practice in Perth.
A review published in JAMA Network Open evaluated 41 RCTs of machine learning interventions. None of the studies fully followed CONSORT-AI standards, a set of guidelines developed for clinical trials evaluating medical interventions that include AI.
The study found a machine learning model detected traumatic intracranial hemorrhage with a sensitivity of 74% and a specificity of 75% using information collected before patients were transported to the hospital.
According to a study published in JAMA Network Open, a combination of in-person screenings and machine learning worked better than either method alone when it came to predicting suicide attempts and suicidal ideation in adults.
HIMSS21
Industry leaders discussed the state of healthcare data analytics today at HIMSS21.
Kheiron Medical Technologies will distribute its Mia, or “mammography intelligent assessment” in the GCC region via a new partnership with Atlas Medical.
They integrated the deep learning technology used in mechanical equipment into an ultrasound imaging device.
They will build machine learning algorithms to predict health risks for the elderly.