An Operational Burden Issue: Deciding on a Corneal Recipient From the Corneal Transplant Wait List for Elective Corneal Transplant.

The cornea is the outermost tissue of the eye and must be transparent to maintain good visual function. Diseases with loss of corneal transparency (ie, corneal blindness) account for 10% of blindness worldwide. The treatment of this condition is only possible with corneal transplant from corneal tissue obtained from deceased donors.

Diverse Task Classification from Activation Patterns of Functional Neuro-Images Using Feature Fusion Module.

One of the emerging fields in functional magnetic resonance imaging (fMRI) is the decoding of different stimulations. The underlying idea is to reveal the hidden representative signal patterns of various fMRI tasks for achieving high task-classification performance. Unfortunately, when multiple tasks are processed, performance remains limited due to several challenges, which are rarely addressed since the majority of the state-of-the-art studies cover a single neuronal activity task.