Jiayi Chen

RECALLREFINE improves 3D lesion segmentation by addressing coarse-stage misses through coverage-constrained candidate selection, increasing sensitivity and Dice score for small lesions.

GAP DREAM improves medical image generation by actively acquiring synthetic evidence that reduces evidence gaps, achieving better performance with fewer samples than random or balanced methods.

ERRORROUTE improves 3D medical image segmentation by selectively allocating computation to regions where additional processing provides the most utility, achieving higher accuracy with lower computational cost.

PATHEDIT edits medical images to change diagnoses while preserving other patient characteristics, achieving high target success and minimal off-target changes.

This study compares daily and weekly glucocorticoid dosing in mdx mice, showing weekly vamorolone improves muscle function while minimizing adverse effects on metabolism and the CNS.

This study shows that stress reveals impaired endocrine coordination of glucose metabolism in dystrophin deficiency, with interventions improving glucose control and muscle function.

This study develops an in vivo rheological method to assess skeletal muscle stiffness and elasticity in dystrophin-deficient mice, finding increased stiffness and impaired recovery in mdx mice.

The paper describes a modified multi-color TIRF microscope that enables simultaneous IRM and single molecule TIRF imaging of microtubules and EB1 proteins.