Carlo Biffi

37 papers Journal 24Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation.
CoRR
Carlo Biffi, Giorgio Roffo, Pietro Salvagnini, Andrea Cherubini
2025 J jnl
A temporal convolutional network-based approach and a benchmark dataset for colonoscopy video temporal segmentation.
Comput. Methods Programs Biomed.
Carlo Biffi, Giorgio Roffo, Pietro Salvagnini, Andrea Cherubini
2025 — conf
Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy.
MICCAI (10)
Luca Parolari, Andrea Cherubini, Lamberto Ballan, Carlo Biffi
2025 J jnl
Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy.
CoRR
Luca Parolari, Andrea Cherubini, Lamberto Ballan, Carlo Biffi
2025 J jnl
Towards Polyp Counting In Full-Procedure Colonoscopy Videos.
CoRR
Luca Parolari, Andrea Cherubini, Lamberto Ballan, Carlo Biffi
2025 — conf
Towards Polyp Counting in Full-Procedure Colonoscopy Videos.
ISBI
Luca Parolari, Andrea Cherubini, Lamberto Ballan, Carlo Biffi
2024 — conf
Feature Selection Gates with Gradient Routing for Endoscopic Image Computing.
MICCAI (10)
Giorgio Roffo, Carlo Biffi, Pietro Salvagnini, Andrea Cherubini
2024 J jnl
Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing.
CoRR
Giorgio Roffo, Carlo Biffi, Pietro Salvagnini, Andrea Cherubini
2024 J jnl
REAL-Colon: A dataset for developing real-world AI applications in colonoscopy.
CoRR
Carlo Biffi, Giulio Antonelli, Sebastian Bernhofer, Cesare Hassan, Daizen Hirata, Mineo Iwatate, Andreas Maieron, Pietro Salvagnini, Andrea Cherubini
2022 J jnl
A novel AI device for real-time optical characterization of colorectal polyps.
npj Digit. Medicine
Carlo Biffi, Pietro Salvagnini, Nhan Ngo Dinh, Cesare Hassan, Prateek Sharma, Giulio Antonelli, Halim Awadie, Sebastian Bernhofer, Sabela Carballal, Mário Dinis-Ribeiro, Agnès Fernández-Clotet, Gloria Fernández-Esparrach, Ian Gralnek, Yuta Higasa, Taku Hirabayashi, Tatsuki Hirai, Mineo Iwatate, Miki Kawano, Markus Mader, Andreas Maieron, Sebastian Mattes, Tastuya Nakai, Ingrid Ordas, Raquel Ortigão, Oswaldo Ortiz Zúñiga, Maria Pellisé, Cláudia Pinto, Florian Riedl, Ariadna Sánchez, Emanuel Steiner, Yukari Tanaka, Andrea Cherubini
2022 J jnl
Author Correction: A novel AI device for real-time optical characterization of colorectal polyps.
npj Digit. Medicine
Carlo Biffi, Pietro Salvagnini, Nhan Ngo Dinh, Cesare Hassan, Prateek Sharma, Giulio Antonelli, Halim Awadie, Sebastian Bernhofer, Sabela Carballal, Mário Dinis-Ribeiro, Agnès Fernández-Clotet, Gloria Fernández-Esparrach, Ian Gralnek, Yuta Higasa, Taku Hirabayashi, Tatsuki Hirai, Mineo Iwatate, Miki Kawano, Markus Mader, Andreas Maieron, Sebastian Mattes, Tastuya Nakai, Ingrid Ordas, Raquel Ortigão, Oswaldo Ortiz Zúñiga, Maria Pellisé, Cláudia Pinto, Florian Riedl, Ariadna Sánchez, Emanuel Steiner, Yukari Tanaka, Andrea Cherubini
2022 J jnl
Self-Supervised Learning for Few-Shot Medical Image Segmentation.
IEEE Trans. Medical Imaging
Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
2020 J jnl
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models.
IEEE Trans. Medical Imaging
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Antonio de Marvao, Ozan Oktay, Christian Ledig, Loïc Le Folgoc, Konstantinos Kamnitsas, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2020 — conf
Many-Shot from Low-Shot: Learning to Annotate Using Mixed Supervision for Object Detection.
ECCV (8)
Carlo Biffi, Steven McDonagh, Philip H. S. Torr, Ales Leonardis, Sarah Parisot
2020 J jnl
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection.
CoRR
Carlo Biffi, Steven McDonagh, Philip H. S. Torr, Ales Leonardis, Sarah Parisot
2020 J jnl
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation.
CoRR
Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
2020 — conf
Self-supervision with Superpixels: Training Few-Shot Medical Image Segmentation Without Annotation.
ECCV (29)
Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
2019 — conf
3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders.
ISBI
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Antonio de Marvao, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2019 J jnl
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders.
CoRR
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Antonio de Marvao, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2019 J jnl
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach.
IEEE Trans. Medical Imaging
Jinming Duan, Ghalib Bello, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Carlo Biffi, Antonio de Marvao, Georgia Doumou, Declan P. O'Regan, Daniel Rueckert
2019 — conf
Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation.
MICCAI (2)
Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert
2019 J jnl
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation.
CoRR
Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert
2019 J jnl
Deep-learning cardiac motion analysis for human survival prediction.
Nat. Mach. Intell.
Ghalib A. Bello, Timothy J. W. Dawes, Jinming Duan, Carlo Biffi, Antonio de Marvao, Luke S. G. E. Howard, J. Simon R. Gibbs, Martin R. Wilkins, Stuart A. Cook, Daniel Rueckert, Declan P. O'Regan
2019 J jnl
Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling.
CoRR
Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Loïc Le Folgoc, Konstantinos Kamnitsas, Antonio de Marvao, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2019 J jnl
Generalising Deep Learning MRI Reconstruction across Different Domains.
CoRR
Cheng Ouyang, Jo Schlemper, Carlo Biffi, Gavin Seegoolam, Jose Caballero, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert
2019 — conf
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images.
MICCAI (2)
Chen Chen, Carlo Biffi, Giacomo Tarroni, Steffen E. Petersen, Wenjia Bai, Daniel Rueckert
2019 J jnl
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images.
CoRR
Chen Chen, Carlo Biffi, Giacomo Tarroni, Steffen E. Petersen, Wenjia Bai, Daniel Rueckert
2019 — conf
VS-Net: Variable Splitting Network for Accelerated Parallel MRI Reconstruction.
MICCAI (4)
Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P. O'Regan, Daniel Rueckert
2019 J jnl
VS-Net: Variable splitting network for accelerated parallel MRI reconstruction.
CoRR
Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P. O'Regan, Daniel Rueckert
2018 — conf
3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks.
MICCAI (1)
Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Matthew Sinclair, Jacqueline Matthew, Caronline Knight, Bernhard Kainz, Daniel Rueckert
2018 J jnl
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-constrained multi-task deep learning approach.
CoRR
Jinming Duan, Ghalib Bello, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Carlo Biffi, Antonio de Marvao, Georgia Doumou, Declan P. O'Regan, Daniel Rueckert
2018 — conf
Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images.
ShapeMI@MICCAI
Jinming Duan, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Ghalib Bello, Carlo Biffi, Georgia Doumou, Antonio M. Simoes Monteiro de Marvao, Declan P. O'Regan, Daniel Rueckert
2018 J jnl
Deep learning cardiac motion analysis for human survival prediction.
CoRR
Ghalib A. Bello, Timothy J. W. Dawes, Jinming Duan, Carlo Biffi, Antonio de Marvao, Luke S. G. E. Howard, J. Simon R. Gibbs, Martin R. Wilkins, Stuart A. Cook, Daniel Rueckert, Declan P. O'Regan
2018 — conf
Fetal Skull Reconstruction via Deep Convolutional Autoencoders.
EMBC
Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Jacqueline Matthew, Matthew Sinclair, Chandni Gupta, Caroline L. Knight, Daniel Rueckert
2018 — conf
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling.
MICCAI (2)
Carlo Biffi, Ozan Oktay, Giacomo Tarroni, Wenjia Bai, Antonio M. Simoes Monteiro de Marvao, Georgia Doumou, Martin Rajchl, Reem Bedair, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2018 J jnl
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling.
CoRR
Carlo Biffi, Ozan Oktay, Giacomo Tarroni, Wenjia Bai, Antonio M. Simoes Monteiro de Marvao, Georgia Doumou, Martin Rajchl, Reem Bedair, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2018 J jnl
Three-dimensional cardiovascular imaging-genetics: a mass univariate framework.
Bioinform.
Carlo Biffi, Antonio de Marvao, Mark I Attard, Timothy J. W. Dawes, Nicola Whiffin, Wenjia Bai, Wenzhe Shi, Catherine Francis, Hannah Meyer, Rachel J. Buchan, Stuart A. Cook, Daniel Rueckert, Declan P. O'Regan