Automating artificial intelligence for medical decision-making
Model replaces the laborious process of annotating massive patient datasets by hand.
New material could make it easier to remove colon polyps
Gel cushion used to elevate polyps during endoscopy could reduce the risk of tearing the colon lining.
Hydration sensor could improve dialysis
Noninvasive device could benefit patients with kidney disease, congestive heart failure, or dehydration.
Drag-and-drop data analytics
System lets nonspecialists use machine-learning models to make predictions for medical research, sales, and more.
A better way to encapsulate islet cells for diabetes treatment
Crystallized drug prevents immune system rejection of transplanted pancreatic islet cells.
Chemists discover structure of glucagon fibrils
Study may be a step toward shelf-stable versions of the hormone, which is used to control diabetes.
From one brain scan, more information for medical artificial intelligence
System helps machine-learning models glean training information for diagnosing and treating brain conditions.
Engineers 3-D print flexible mesh for ankle and knee braces
Techniques could lead to personalized wearable and implantable devices.
Drug makes tumors more susceptible to chemo
Compound that knocks out a DNA repair pathway enhances cisplatin treatment and helps prevent drug-resistance.
Structure of T cell epitopes a decisive factor in natural HIV control, study finds
Researchers apply network theory to HIV protein structure, uncovering a vital link between connectivity and protective immune response.
Wireless movement-tracking system could collect health and behavioral data
In some cases, radio frequency signals may be more useful for caregivers than cameras or other data-collection methods.
Using AI to predict breast cancer and personalize care
MIT/MGH's image-based deep learning model can predict breast cancer up to five years in advance.
Merging cell datasets, panorama style
Algorithm stitches multiple datasets into a single “panorama,” which could provide new insights for medical and biological studies.
Mobile solution for farmers and plan for global shrimp marketplace win agribusiness prize
Seven finalist teams pitched their business ideas at the Rabobank-MIT Food and Agribusiness Innovation Prize competition.
New approach could accelerate efforts to catalog vast numbers of cells
Data-sampling method makes “sketches” of unwieldy biological datasets while still capturing the full diversity of cell types.