Jacopo Cirrone

15 papers Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation. CoRR Pranav Singh, Jacopo Cirrone
2024	J	`jnl`	Free Form Medical Visual Question Answering in Radiology. CoRR Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar, Anirudh Prasad Nistala, Pranav Singh, Jacopo Cirrone
2023	J	`jnl`	Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning. CoRR Pranav Singh, Jacopo Cirrone
2023	—	`conf`	Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. MLHC Pranav Singh, Jacopo Cirrone
2023	J	`jnl`	Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision. CoRR Pranav Singh, Jacopo Cirrone
2023	—	`conf`	Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. ICCV (Workshops) Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
2023	J	`jnl`	Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders. CoRR Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone
2023	J	`jnl`	Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification. CoRR Pranav Singh, Raviteja Chukkapalli, Shravan Chaudhari, Luoyao Chen, Mei Chen, Jinqian Pan, Craig Smuda, Jacopo Cirrone
2022	—	`conf`	A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. ECCV Workshops (3) Pranav Singh, Jacopo Cirrone
2022	J	`jnl`	A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images. CoRR Pranav Singh, Jacopo Cirrone
2022	J	`jnl`	CASS: Cross Architectural Self-Supervision for Medical Image Analysis. CoRR Pranav Singh, Elena Sizikova, Jacopo Cirrone
2022	—	`conf`	Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. ICBBE Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2022	J	`jnl`	Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms. CoRR Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2021	—	`—`	Learning Causality in Molecular Biology. Jacopo Cirrone
2018	J	`jnl`	SuperNoder: a tool to discover over-represented modular structures in networks. BMC Bioinform. Danilo Dessì, Jacopo Cirrone, Diego Reforgiato Recupero, Dennis E. Shasha