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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)....
Feb 7, 2024
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...
Oct 31, 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...
Aug 21, 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 31, 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...
Mar 1, 2023
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...
Aug 31, 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...
Jul 29, 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...
Jun 1, 2022
Deep Learning-Based Automatic Liver Volume Estimation and Segmentation via U-Net Convolutional Neural Network.
Marlatt B, Pettit RW, Corr SJ, Havelka J, & Rana A. (2022) Deep Learning-Based Automatic Liver Volume Estimation and Segmentation via...
Mar 1, 2022
AI Use Cases for Otolaryngology.
Havelka J. AI Use Cases for Otolaryngology. (2021) SUO|AADO|OPDO Combined Meeting.
Oct 31, 2021
Advanced Modeling and Simulation in Medicine
Havelka, J. Advanced Modeling and Simulation in Medicine. ASME Visualize Med, April 14, 2021.
Mar 31, 2021
Incorporating Machine Learning Models into Clinical Practice for Superior 1- and 3-Year Post-Transplant Survival Predictions
Pettit RW, Corr SJ, Havelka J, & Rana A. (2020), “Incorporating Machine Learning Models into Clinical Practice for Superior 1- and 3-Year...
Dec 1, 2020
Machine Learning to Predict Outcomes and Cost by Phase of Care After Coronary Artery Bypass Grafting.
Zea-Vera R, Havelka J, Corr SJ, Ghanta RK. (2020) Machine Learning to Predict Outcomes and Cost by Phase of Care After Coronary Artery...
Oct 31, 2020
Using Artificial Intelligence to Improve Post Transplant Survival Predictions
Pettit RW, Corr SJ, Havelka J, & Rana A. (2020) “Using Artificial Intelligence to Improve Post Transplant Survival Predictions” American...
Sep 30, 2020
Machine Learning Methods for Post-Transplant Survival Predictions
Pettit RW, Corr SJ, Havelka J, & Rana A. (2020), “Machine Learning Methods for Post-Transplant Survival Predictions”. 8th Annual Michael...
Jul 31, 2020
Clinical AI for the Non-Academic Community
Havelka J. Clinical AI for the Non-Academic Community. (2020) Society for Imaging Informatics in Medicine Annual Meeting. June 24, 2020.
Jun 30, 2020
Developing Artificial Intelligence and Deep Machine Learning to Predict Outcome Indicators for Liver Transplant Recipients
Pettit RW, Corr SJ, Havelka J, & Rana A. (2019) Developing Artificial Intelligence and Deep Machine Learning to Predict Outcome...
May 31, 2020
Visual Explanation of AI Sinus Disease Predictions on 3D Medical Scans
Dunaway D. Visual Explanation of AI Sinus Disease Predictions on 3D Medical Scans. (Poster). (2020) American Society of Neuroradiology...
Mar 31, 2020
Machine Learning Model Outperforms Regression Models For 1- And 3-Year Post-Transplant Survival: Is This the Future?
Pettit RW, Corr SJ, Havelka J, & Rana A. (2020), “Machine Learning Model Outperforms Regression Models For 1- And 3-Year Post-Transplant...
Mar 1, 2020
Machine Learning Models Improve Post-Transplant Survival Predictions
Pettit RW, Corr SJ, Havelka J, & Rana A. (2020) “Machine Learning Models Improve Post-Transplant Survival Predictions”. Henry J.N. Taub &...
Feb 1, 2020