Cody Bumgardner

Multi-model Segmentation and Morphometric Quantification of Cerebral Amyloid Angiopathy in Alzheimer's Disease Whole Slide Histopathology Images

This paper develops a deep learning framework to segment and quantify cerebral amyloid angiopathy in whole-slide histopathology images, achieving high accuracy and robust generalization across cohorts.

Systematic contextual biases in SegmentNT potentially relevant to other nucleotide transformer models

The paper identifies contextual biases in the SegmentNT model, showing how input sequence length and nucleotide position affect predictions and suggests ways to mitigate these biases.

Behavioral and genetic markers of susceptibility to escalate fentanyl intake.

This study investigates how behavioral traits and genetic markers relate to fentanyl intake escalation in rats, identifying gene networks and transcription factors associated with addiction-prone behaviors.