Francesco Giganti

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 15

Top Topics

Organ Segmentation

Image Registration

Domain Adaptation

Top Venues

Publications

Ziyi Shen, Qianye Yang, Yuming Shen, Francesco Giganti, Vasilis Stavrinides, Richard E. Fan, Caroline M. Moore, Mirabela Rusu, Geoffrey A. Sonn, Philip H. S. Torr, Dean C. Barratt, Yipeng Hu
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration. CoRR (2022)
Ziyi Shen, Qianye Yang, Yuming Shen, Francesco Giganti, Vasilis Stavrinides, Richard E. Fan, Caroline M. Moore, Mirabela Rusu, Geoffrey A. Sonn, Philip H. S. Torr, Dean C. Barratt, Yipeng Hu
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration. MICCAI (6) (2022)
Shaheer U. Saeed, Wen Yan, Yunguan Fu, Francesco Giganti, Qianye Yang, Zachary M. C. Baum, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Mark Emberton, Dean C. Barratt, Yipeng Hu
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation. CoRR (2022)
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation. ISBI (2021)
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation. CoRR (2021)
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Unsupervised Domain Adaptation with Semantic Consistency Across Heterogeneous Modalities for MRI Prostate Lesion Segmentation. DART/FAIR@MICCAI (2021)
Eleni Chiou, Vanya V. Valindria, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Synthesizing VERDICT Maps from Standard DWI Data Using GANs. CDMRI@MICCAI (2021)
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation. CoRR (2021)
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation. MICCAI (1) (2020)
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination. MICCAI (3) (2020)
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination. CoRR (2020)
Eleni Chiou, Francesco Giganti, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation. CoRR (2020)
Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks. IEEE Trans. Medical Imaging 37 (8) (2018)
Eleni Chiou, Francesco Giganti, Elisenda Bonet-Carne, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
Prostate Cancer Classification on VERDICT DW-MRI Using Convolutional Neural Networks. MLMI@MICCAI (2018)
Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks. MICCAI (1) (2017)