Publications
In progress
University of Oxford (UK)
Villard, B., Zacur, E., Lamata, P., Ariga, R. Anatomically Accurate Cardiac Thickness Map (In progress).
In progress
University of Oxford (UK)
Villard, B., Zacur, E., Lamata, P., Ariga, R. Cardiac shape as a biomarker for HCM subgroup identification (In progress).
2020
University of Nagoya (Japan)
Wang. C.,Masahiro Oda. M., Hayashi, Y., Villard, B., Kitasaka, T., Takabatake, H., Mori, M., Honma, H., Natori, H., Mori, K. A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation. International Journal of Assisted Radiology and Surgery. (2020).
2020
University of Nagoya (Japan)
Kudo, shin-ei & Ichimasa, Katsuro & Villard, Benjamin & Mori, Yuichi & Misawa, Masashi & Saito, Shoichi & Hotta, Kinichi & Saito, Yutaka & Matsuda, Takahisa & Yamada, Kazutaka & Mitani, Toshifumi & Ohtsuka, Kazuo & Chino, Akiko & Ide, Daisuke & Imai, Kenichiro & Kishida, Yoshihiro & Nakamura, Keiko & Saiki, Yasumitsu & Tanaka, Masafumi & Mori, Kensaku. (2020). Artificial Intelligence System to Determine Risk of T1 Colorectal Cancer Metastasis to Lymph Node. Gastroenterology. 160. 10.1053/j.gastro.2020.09.027.
2019
University of Oxford (UK)
Villard, B., Grau, V., Zacur, E. ISACHI: Integrated Segmentation and Alignment Correction for Heart Images. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2018. Lecture Notes in Computer Science (LNCS) 11395 (2019).
2019
University of Nagoya (Japan)
Oda, H., Nishio, K., Kitasaka, T., Villard, B., Amano, H., Chiba, K., Hinoki, A., Uchida, H., Suzuki, K., Itoh, H., Oda, M., and Mori, K. Spaciousness filters for non-contrast ct volume segmentation of the intestine region for emergency ileus diagnosis. CLIP 2019 MICCAI workshop, (2019).
2019
University of Nagoya (Japan)
Shen, C., Milletari, F., Roth, H., Oda, M., Villard, B., Hayashi, Y., Misawa, K., Mori, K. Evaluation of squeeze and excitation fully convolutional networks for mutli-organ segmentation. International Journal of Computer Aided Radiology and Surgery (Int J CARS) 14 (Suppl 1): S1S194.(2019).
2018
University of Oxford (UK)
Villard, B., Grau, V., Zacur, E. Surface Mesh Reconstruction from Cardiac MRI Contours. Journal of Imaging, 4 (1), 16. (2018).
2017
University of Oxford (UK)
Villard, B., Zacur, E., DallArmellina, E., Grau, V.: Correction of slice misalignment in multi- breath-hold cardiac MRI scans. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2016. Lecture Notes in Computer Science (LNCS) 10124 (2017).
2017
University of Oxford (UK)
Villard, B., Carapella, V., Ariga, R., Grau, V., Zacur, E.: Cardiac mesh reconstruction from sparse, heterogeneous contours. Medical Image Understanding and Analysis. MIUA 2017. Communications in Computer and Information Science 723 (2017).
2017
University of Oxford (UK)
Zacur, E., Minchole., Villard, B., Carapella, V., Ariga, R., Rodriguez, B., Grau, V.: MRI-based heart and torso personalization for computer modelling and simulation of cardiac electrophysiology. BIVPCS 2017. Lecture Notes in Computer Science (LNCS) (2017).
2015
University of Oxford (UK)
Papastylianou T., Kelly C., Villard B., Dall Armellina E., and Grau V.: Fuzzy segmentation of the left ventricle in cardiac MRI using physiological constraints, pp. 231239, Springer International Publishing, Cham, (2015).
2012
University of Reading (UK)
Villard, B., Ruiz, V.F. (Ed), Prediction Of Epileptic Seizures, Proc. 11th School Conf. for Annual Research Projects, pp. 447450, University of Reading, (2012).
Presentations
2019
MIDL Conference
Villard, B., Mori, Y., Misawa, M., Kudo, S., Itoh, H., Oda, M., Mori, K. Colorectal Polyp Size Classification Using a Siamese Network. Medical imaging and Deep Learning
2019
JAMIT Conference
Villard, B., Mori, Y., Misawa, M., Kudo, S., Itoh, H., Oda, M., Mori, K. Polyp size classification incolorectal cancer using a Siamese network. Japan Medical Imaging Engineering Association
2019
CARS
​​Villard, B., Tachi, K., Misawa, K., Oda, M., Mori, K. Automatic registration of unordered point clouds for the study of abdominal organs and lymph node deformations. International Journal of Computer Aided Radiology and Surgery
2019
CARS
Villard, B., Itoh, H., Ichimasa, K., Mori, Y., Misawa, M., Oda, M., Mori, K. Artificial neural network for the prediction of colorectal lymph node metastasis. International Journal of Computer Aided Radiology and Surgery
2019
SAMSI
Towards personalized healthcare through patient specific data models
2018
ISBI
Villard, B., Grau, V., Zacur, E. ISACHI: Integrated Segmentation and Alignment Correction for Heart Images. Statistical Atlases and Computational Models of the Heart. International Symposium on Biomedical imaging (ISBI)
2017
Oxford BioEngenuity
Correction of Slice Misalignment in Multi-Breath-Hold
Cardiac MRI Scans
2016
STACOM
Villard, B., Zacur, E., Grau, V. Correction of Slice Misalignment in Multi-Breath-Hold Cardiac MRI Scans