Jacopo Cirrone

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Rheumatoid Arthritis

Medical Image Segmentation

Machine Learning

Top Venues

ECCV Workshops (3)

Publications

Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar, Anirudh Prasad Nistala, Pranav Singh, Jacopo Cirrone
Free Form Medical Visual Question Answering in Radiology. CoRR (2024)
Pranav Singh, Jacopo Cirrone
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation. CoRR (2024)
Pranav Singh, Raviteja Chukkapalli, Shravan Chaudhari, Luoyao Chen, Mei Chen, Jinqian Pan, Craig Smuda, Jacopo Cirrone
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification. CoRR (2023)
Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. ICCV (Workshops) (2023)
Pranav Singh, Jacopo Cirrone
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. CoRR (2023)
Pranav Singh, Jacopo Cirrone
Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning. CoRR (2023)
Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. CoRR (2023)
Pranav Singh, Jacopo Cirrone
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. MLHC (2023)
Pranav Singh, Jacopo Cirrone
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. ECCV Workshops (3) (2022)
Pranav Singh, Elena Sizikova, Jacopo Cirrone
CASS: Cross Architectural Self-Supervision for Medical Image Analysis. CoRR (2022)
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. ICBBE (2022)
Pranav Singh, Jacopo Cirrone
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. CoRR (2022)
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. CoRR (2022)
Danilo Dessì, Jacopo Cirrone, Diego Reforgiato Recupero, Dennis E. Shasha
SuperNoder: a tool to discover over-represented modular structures in networks. BMC Bioinform. 19 (1) (2018)