Yang Song

This study identifies sex differences in white matter tracts using diffusion MRI tractography and finds associations with motor function in a large cohort.

The paper shows that a single sugar difference between DNA and RNA drives phase segregation with cationic peptides, enabling programmable synthetic condensates that mimic nuclear compartments.

This paper introduces an enhanced cVAE-based normative model for neuroimaging data, showing comparable performance to existing methods while capturing individual deviations related to hypertension severity.

This study maps the auditory-language network in children with profound SNHL using MRI, showing the language pathway's sensitivity to peripheral auditory conditions and proposing a pre-surgical evaluation framework.

The paper addresses imbalanced multilabel classification for protein subcellular localization using oversampling techniques to improve minority class prediction performance.

This paper proposes a method to improve classification of imbalanced blood cell images using data augmentation techniques and a minority class sampling strategy, achieving better performance on minority classes.

This paper develops machine learning models to classify lentigo maligna and atypical intraepidermal melanocytic proliferation using reflectance confocal microscopy images.

This paper introduces a 3D texture descriptor for nuclear classification and phenotypic state characterization using chromatin patterns in human cells.

This paper introduces an algorithm for automated 3D neuron reconstruction that improves performance through confidence-controlled back-tracking and accurate area estimation, achieving state-of-the-art results on benchmark datasets.