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BIOENGINEER.ORG - Bioengineering
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News
New AI Framework Weighs Evidence to Reveal When Medical Vision Models Truly
12+ hour, 53+ min ago (663+ words) Deep learning models can now spot malaria parasites in blood smears, grade diabetic retinopathy from retinal photographs, and detect the earliest structural signatures of Alzheimer’s disease on brain MRI scans, often matching the performance of experienced clinicians....
AI Matches Human Experts in Mapping Axons on Century-Old Silver Stains
17+ hour, 16+ min ago (55+ words) Neuroscientists have unveiled a deep learning system that can automatically trace and quantify the tangled web of nerve fibers visible in one of the oldest and most stubborn stains in pathology: the Bielschowsky silver impregnation. The tool, called BasNet, was…...
AI in Healthcare Poised to Transform Medicine, But Most Tools Still Stuck
19+ hour, 32+ min ago (55+ words) Artificial intelligence has promised to remake medicine for decades, but a sweeping new systematic review suggests the field is at a decisive turning point: the technology is advancing faster than its ability to reach the clinic. Researchers Deepika Yadav, Pooja…...
AI Learns to Predict Patient Outcomes Even When Key Omics Data Are Missing
1+ day, 2+ hour ago (754+ words) Precision medicine has long promised a future in which a patient’s treatment is tailored to the molecular signatures written into their genome, transcriptome, epigenome, proteome and metabolome....
Machine learning models predict outcomes after radical gastrectomy in
2+ day, 12+ hour ago (866+ words) multicenter study Bioengineer.org...
Latent representations and SNOMED-CT mapping improve diagnosis
4+ day, 6+ hour ago (99+ words) Every hospital records its patients’ stories in its own dialect. One electronic medical record system may store a diagnosis as “acute MI,” another as “myocardial infarction, ST-elevation,” and a third as a free-text note buried in a physician’s narrative. For…...
Turning Medical AI Benchmark Scores into Trustworthy Clinical Readiness
1+ week, 6+ hour ago (67+ words) Medical artificial intelligence systems are now capable of passing some of the most demanding examinations in medicine, yet a growing body of evidence suggests that these headline-grabbing achievements may say remarkably little about whether such systems are safe, effective, or…...
Federated AI Clusters Patient Health Risks Without Sharing Data
1+ week, 6+ day ago (54+ words) Imagine hospitals scattered across a country jointly teaching a single artificial intelligence to spot hidden health-risk patterns — without a single weight measurement, meal log, or exercise record ever leaving the building where it was collected. That is the promise behind…...
Comprehensive Review of Benchmark Datasets for Deep Learning in Medical
2+ week, 3+ day ago (649+ words) Medical artificial intelligence is advancing on a foundation that is easy to overlook: carefully labeled images. A new comprehensive review has mapped 140 benchmark datasets used to train and evaluate deep-learning systems for medical image segmentation, revealing both the extraordinary breadth…...
AI Model Hetairos Predicts Central Nervous System Tumor Methylation
2+ week, 4+ day ago (57+ words) A new artificial intelligence model could help pathologists identify the molecular subtypes of central nervous system tumors using information hidden in ordinary microscope images, according to a study published in Nature Cancer. The model, named Hetairos, is designed to predict…...