- Feb 7
Optimizing One-year Graft Survival Prediction Post-transplant With Machine Learning Techniques.
Full citation: Cione, N., Pettit, R., Marlatt, B.B., Miles, T.J., Uzgoren, S., Shetty, A., Havelka, J., & Rana, A. (2023, February 2)....
- Oct 31, 2023
Accurate Prediction of Liver Waitlist Mortality and 1-Year Post-Transplant Survival with Machine Learning
Full Citation: Pettit R., Marlatt, B., Uzgoren S., Havelka J., Shetty, A., Cholankeril G., Rana A. Accurate Prediction of Liver Waitlist...
- Aug 21, 2023
SinusAI: Deep Learning for Enhanced Diagnosis of Sinus Cavity Features
Full Citation: Pettit R, Marlatt B, Uzgoren S, Coleman J, Shetty A, Havelka J. "Sinusai: Deep Learning for Enhanced Diagnosis of Sinus...
- Mar 31, 2023
Head & Neck Cancer: Dose Prediction with Deep Learning
Pettit RW, Marlatt B. Head & Neck Cancer: Dose Prediction with Deep Learning. NVIDIA GTC Conference, 2023.
- Mar 1, 2023
The Utility of Machine Learning for Predicting Donor Discard in Abdominal Transplantation.
Pettit RW, Marlatt BB, Miles TJ, Uzgoren S, Corr SJ, Shetty A, Havelka J, Rana A. (2023) The utility of machine learning for predicting...
- Aug 31, 2022
Machine Learning to Predict Outcomes and Cost by Phase of Care After Coronary Artery Bypass Grafting
Zea-Vera R, Ryan CT, Havelka J, Corr SJ, Nguyen TC, Chatterjee S, Wall MJ Jr, Coselli JS, Rosengart TK, Ghanta RK. (2022) Machine...
- Jul 29, 2022
Development of a Machine Learning Model to Predict Outcomes and Cost After Cardiac Surgery.
Zea-Vera R, Ryan CT, Navarro SM, Havelka J, Wall MJ Jr, Coselli JS, Rosengart TK, Chatterjee S, Ghanta RK. (2022) Development of a...
- Jun 1, 2022
nnU-Net Deep Learning Method for Segmenting Parenchyma and Determining Liver Volume From Computed Tomography Images.
Pettit RW, Marlatt BB, Corr SJ, Havelka J, & Rana A. (2022). nnU-Net Deep Learning Method for Segmenting Parenchyma and Determining Liver...