Tag: Pulmonary and Respiratory Medicine
MERA achieves lung nodule diagnosis with 1% annotated data
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in MedicineWhat the study found MERA is a multimodal and multiscale self-explanatory model for lung nodule diagnosis that uses considerably reduced annotation. The abstract reports that it achieves diagnostic accuracy comparable to or exceeding state-of-the-art methods with only 1% of annotated samples. Why the authors say this matters The authors state that MERA addresses gaps in…

Buteyko breathing improved asthma control, fatigue, and exercise capacity
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in MedicineRandomized trial shows Buteyko breathing technique improves exercise capacity, reduces fatigue, and enhances asthma control as a safe, low-cost adjunct to standard asthma treatment.

Commentary advocates therapist-led, EIT-guided donor lung management
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in MedicineCommentary advocating respiratory therapist-led, EIT-guided precision ventilation for donor lung protection and allograft viability optimization during procurement management.


