Segmentation and measurement of cardiac chambers from ultrasound is critical, but laborious and poorly reproducible. Neural networks can assist, but supervised approaches require the same problematic ...

Biomedical image analysis is critical to biomedical discovery because imaging is one of the most important tools for studying physiology, anatomy and function at multiple scales from the organelle ...

Model and clinical segmentation examples. (A) 71-year-old female with non-small cell lung cancer (NSCLC) from the internal test set. (B) 87-year-old male with NSCLC from the external test set. Both ...