Po-chih Kuo - Publications

Impact of Exposure Parameters on Deep Learning Models in Chest Radiography and Implications for Deployment.

Journal: Radiology. Artificial intelligence

Published: June 24, 2026

SHORTKIT-ML: A UNIFIED MULTI-PERSPECTIVE FRAMEWORK FOR DETECTING SHORTCUT LEARNING IN MEDICAL IMAGING EMBEDDINGS.

Journal: medRxiv : the preprint server for health sciences

Published: May 07, 2026

A Clinically Aligned Two-Stage Machine Learning Framework for Predicting Hungry Bone Syndrome After Parathyroidectomy.

Journal: Endocrinology, diabetes & metabolism

Published: April 15, 2026

Exploring EEG Connectivity in Higher-Order Cognitive Tasks with Explainable Graph Neural Networks.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A deep learning model based on ultrasound imaging to differentiate malignant from benign pleural effusion: a multicenter cohort study.

Journal: Respiratory research

Published: November 27, 2025

Diffusion-synthesized Chest X-rays improve fairness and diagnostic performance.

Journal: PLOS digital health

Published: October 28, 2025

Discriminating HFrEF vs HFpEF from chest radiographs: Mitigating demographic performance gaps via augmentation and multimodal fusion.

Journal: PLOS digital health

Published: September 15, 2025

Enhancing brain-computer interface performance through source-level attention mechanism: An EEG motor imagery study.

Journal: Journal of neuroscience methods

Published: August 10, 2025

Enhancing Few-Shot Chest X-ray Classification through Generative Class Augmentation.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Decoding Visual Perception from EEG Using Explainable Graph Neural Network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Deciphering Odor Perception through EEG Brain Activity and Gas Sensors.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Improving Fairness in Chest X-Ray Interpretation Models Using Attention-Driven Masked Image Modeling.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025