Cornelius A. Thiels

According to our database, Cornelius A. Thiels authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Automated Prediction of Postoperative Pancreatic Fistula Using Preoperative Computed Tomography.

Ashok Choudhary, Chris Varghese, Leo Y. Li-Han, Frank G. Lee, Ellen L. Larson, Elizabeth B. Habermann, Cornelius A. Thiels, Hojjat Salehinejad

CoRR, May, 2026

Digitally enriching a screening population for pancreatic cancer using routine blood-based measures and clinical histories.

Chris Varghese, Leo Y. Li-Han, Richa Bisht, Ellen L. Larson, Frank G. Lee, Ryan M. Carr, Tanios S. Bekaii-Saab, Shounak Majumder, John D. Halamka, Mark Truty, Ajit H. Goenka, Hojjat Salehinejad, Cornelius A. Thiels

CoRR, May, 2026

GraD-IBD: Graph Representation Learning from Diagnosis Trajectories for Early Detection of Inflammatory Bowel Disease.

Leo Y. Li-Han, Ellen L. Larson, Elizabeth B. Habermann, Cornelius A. Thiels, Hojjat Salehinejad

CoRR, May, 2026

The Daily Dose: Workflow-Integrated Large Language Model Automation for Clinical Summarization and Trial Identification in Radiation Oncology.

Jason Holmes, Federico Mastroleo, Mariana Borras-Osorio, Srinivas Seetamsetty, Satomi Shiraishi, Mirek Fatyga, Judy C. Boughey, Cornelius A. Thiels, William G. Breen, Daniel J. Ma, Daniel K. Ebner, David M. Routman, Brady S. Laughlin, Carlos E. Vargas, Samir H. Patel, Sujay A. Vora, Nadia N. Laack, Andrew Y. K. Foong, Wei Liu, Mark R. Waddle

CoRR, May, 2026

Cross-Domain Vision-Language Transfer Learning for Surgical Drain Detection in Real-World Postoperative Images.

Ashok Choudhary, Frank G. Lee, Ellen L. Larson, Cornelius A. Thiels, Hojjat Salehinejad

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

ViTCAI: A Vision-Language Model for Automated Triage and Captioning of Postoperative Incision Images Submitted by Remote Patients.

Ashok Choudhary, Frank G. Lee, Hala Muaddi, Cornelius A. Thiels, Hojjat Salehinejad

IEEE J. Biomed. Health Informatics, December, 2025

Synthetic Feature Augmentation Improves Generalization Performance of Language Models.

Ashok Choudhary, Cornelius A. Thiels, Hojjat Salehinejad

CoRR, January, 2025

Dual-Space Augmentation and Sampling for Training Language Models on Limited and Imbalanced Surgical Reports.

Ashok Choudhary, Frank Lee, Cornelius A. Thiels, Hojjat Salehinejad

Proceedings of the IEEE/ACM 12th International Conference on Big Data Computing, 2025

2024

Graph Representation of Postoperative Patients for Opioids Refill Prediction: A Real-World Case Study.

Ashok Choudhary, Cornelius A. Thiels, Hojjat Salehinejad

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024