Carlos D. Minacapelli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Medical Imaging

Machine Learning Models

Binary Classification

Top Venues

Comput. Methods Programs Biomed.

Publications

Ananya Jana, Ramanathan Arunachalam, Carlos D. Minacapelli, Kaitlyn Catalano, Carlos Catalano, Vinod Rustgi, Dimitris N. Metaxas
Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma. ISBI (2023)
Ananya Jana, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data. CoRR (2021)
Hui Qu, Carlos D. Minacapelli, Christopher Tait, Kapil Gupta, Abhishek Bhurwal, Carolyn Catalano, Randa Dafalla, Dimitris N. Metaxas, Vinod Rustgi
Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput. Methods Programs Biomed. 207 (2021)
Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas
Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding. ISBI (2021)
Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas
Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding. CoRR (2021)
Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. CoRR (2020)
Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. BIBE (2020)