Biomedical engineering / Research blog BioMed Research Blog. Research perspectives across biosignal processing, medical imaging, biomedical AI, biomaterials, explainable medicine, and biomedical devices.
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Explore by topic Biomedical illustrations created for this site Biomedical AI Medical imaging
A multicentre retrospective study tested automated MRI segmentation of extramural vascular invasion, with stronger overlap for tumor regions than for the smaller vascular signals.
17 Oct 2026 · 2 min read
Biomed Devices Biomedical Engineering Medical imaging
A hospital dashboard used rule-based triage to reduce reported manual MRI implant-screening workload while retaining a traceable review path.
25 Sept 2026 · 2 min read
Biomedical AI Medical imaging
A multicentre retrospective study tested automated MRI segmentation of extramural vascular invasion, with stronger overlap for tumor regions than for the smaller vascular signals.
Biomedical AI Medical imaging XAI in Medicine
A multicentre study combined ultrasound radiomics, blood-flow features, and clinical data to classify BI-RADS 4a nodules, with SHAP used to examine model signals.
Biomed Devices Biomedical Engineering Medical imaging
A hospital dashboard used rule-based triage to reduce reported manual MRI implant-screening workload while retaining a traceable review path.
Biosignals Processing Biomed Devices Biomedical Engineering
A portable EEG–fNIRS prototype passed signal-acquisition checks, but the study did not establish diagnostic performance for depression.
Research radar Recent literature Selected papers, original short summaries, and direct source links.
PPR · 2026-10-16 · PREPRINT The paper says many 3D MRI transformer models hit an accuracy ceiling not because they need more data, but because their internal features collapse into a few dominant patterns.
npj Digital Medicine · 2026-09-14 A benchmark evaluates ECG representations across eight public datasets and ten tasks, including tests on unfamiliar data distributions. The accompanying xECG model provides a reference for broader foundation-model comparisons.
arXiv · 2026-06-23 · PREPRINT This CT benchmark examines tumour-detection performance across patient groups and imaging conditions. Its subgroup analyses illustrate why average scores can conceal weaknesses relevant to deployment.
Nature Biomedical Engineering · 2026-05-13 Researchers describe a battery-free sweat sensor that measures several biomarkers and restores its sensing surface electrically. The work connects wearable engineering with the challenge of sustained measurements outside the laboratory.
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