Celldetective is an open-source software integrating segmentation, tracking, and event detection to perform high-throughput end-to-end study of dynamic cell interactions, without requiring coding ...

This work introduces Evidential Deep Learning (EDL) into Partial Label Learning (PLL) by using a Dirichlet distribution to model candidate label sets as "evidence" for disambiguation trustworthiness.

Abstract: Retinal diseases (RD) are major causes of global vision impairment. Automated diagnosis using fundus images has significant clinical value, particularly in multi-label classification of RD.

DEEM is a Python library for unsupervised ensemble learning using deep energy-based models. It uniquely discovers latent true labels from diverse, noisy unsupervised sources by disentangling ...

aDepartment of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for ...