BONE AGE ASSESSMENT BASED ON RANK-MONOTONICITY ENHANCED RANKING CNN

Skeletal bone age assessment based on hand x-ray is widely used in many fields.There is an urgent need for automated method to alleviate manual labor and address the problem of intra- and inter-observer variability.Most existing methods modeled the task as regression or multiclass classification problems.However, the regression method over-simplifi

Tumors rich in stroma are associated with advanced stage and poor prognosis in colorectal adenocarcinoma (CRC).Abundance of stromal cells also has implications for genomic analysis of patient tumors as it may prevent detection of somatic mutations.As part of our efforts to interrogate stroma-cancer cell interactions and to identify actionable Inter