From the 1 of 4 linked papers with an AI index.
4 papers
Learning an Interpretable Risk Scoring System for Maximizing Decision Net Benefit
Wenhao Chi, Å. Ä°lker Birbil
The paper introduces an interpretable risk scoring system that directly maximizes decision net benefit by formulating the problem as a sparse integer linear program, and shows it m…
Human and AI collaboration for pulmonary nodule segmentation
Hongqiao Dong, Wenhao Chi, Ruobing Liang +9
Medical expert annotators are scarce, and blind reliance on artificial intelligence (AI) can be misleading, motivating approaches in which humans, particularly junior medical train…
Tau Anomaly Detection in PET Imaging via Bilateral-Guided Deterministic Diffusion Model
Lujia Zhong, Shuo Huang, Jiaxin Yue +4
The emergence of tau PET imaging over the last decade has enabled Alzheimer's disease (AD) researchers to examine tau pathology in vivo and more effectively characterize the diseas…
Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization
Wenhao Chi, Haiping Liu, Hongqiao Dong +2
In the field of non-invasive medical imaging, radiomic features are utilized to measure tumor characteristics. However, these features can be affected by the techniques used to dis…