Carlos D. Minacapelli

According to our database, Carlos D. Minacapelli authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma.

Ananya Jana, Ramanathan Arunachalam, Carlos D. Minacapelli, Kaitlyn Catalano, Carlos Catalano, Vinod Rustgi, Dimitris N. Metaxas

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021

Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data.

Ananya Jana, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas

CoRR, 2021

Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides.

Hui Qu, Carlos D. Minacapelli, Christopher Tait, Kapil Gupta, Abhishek Bhurwal, Carolyn Catalano, Randa Dafalla, Dimitris N. Metaxas, Vinod Rustgi

Comput. Methods Programs Biomed., 2021

Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding.

Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data.

Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020