InformAI News

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...

Head & Neck Cancer: Dose Prediction with Deep Learning

Mar 31, 2023

Rad-OncAI

Head & Neck Cancer: Dose Prediction with Deep Learning

Pettit RW, Marlatt B. Head & Neck Cancer: Dose Prediction with Deep Learning. NVIDIA GTC Conference, 2023.

The Utility of Machine Learning for Predicting Donor Discard in Abdominal Transplantation.

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...

Machine Learning to Predict Outcomes and Cost by Phase of Care After Coronary Artery Bypass Grafting

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...

Development of a Machine Learning Model to Predict Outcomes and Cost After Cardiac Surgery.

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...

nnU-Net Deep Learning Method for Segmenting Parenchyma and Determining Liver Volume From Computed Tomography Images.

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...

Deep Learning-Based Automatic Liver Volume Estimation and Segmentation via U-Net Convolutional Neural Network.

Mar 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...

Oct 31, 2021

AI Use Cases for Otolaryngology.

Havelka J. AI Use Cases for Otolaryngology. (2021) SUO|AADO|OPDO Combined Meeting.

Advanced Modeling and Simulation in Medicine

Mar 31, 2021

Advanced Modeling and Simulation in Medicine

Havelka, J. Advanced Modeling and Simulation in Medicine. ASME Visualize Med, April 14, 2021.

Incorporating Machine Learning Models into Clinical Practice for Superior 1- and 3-Year Post-Transplant Survival Predictions

Dec 1, 2020

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...

Oct 31, 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...

Using Artificial Intelligence to Improve Post Transplant Survival Predictions

Sep 30, 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...

Machine Learning Methods for Post-Transplant Survival Predictions

Jul 31, 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...

Clinical AI for the Non-Academic Community

Jun 30, 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.

Developing Artificial Intelligence and Deep Machine Learning to Predict Outcome Indicators for Liver Transplant Recipients

May 31, 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...

Visual Explanation of AI Sinus Disease Predictions on 3D Medical Scans

Mar 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...

Machine Learning Model Outperforms Regression Models For 1- And 3-Year Post-Transplant Survival: Is This the Future?

Mar 1, 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...

Machine Learning Models Improve Post-Transplant Survival Predictions

Feb 1, 2020