Gerardo Hermosillo Valadez

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 7

Top Venues

CoRR

ISBI

MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
Real Time Multi Organ Classification on Computed Tomography Images. CoRR (2024)
Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction. CoRR (2023)
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching between Longitudinal Studies. CoRR (2023)
Halid Ziya Yerebakan, Gerardo Hermosillo Valadez
Deep Generative Neural Embeddings for High Dimensional Data Visualization. CoRR (2023)
Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez
Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI. CoRR (2022)
Orhan Akal, Zhigang Peng, Gerardo Hermosillo Valadez
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation. CoRR (2020)
Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
Saliency-based rotation invariant descriptor for wrist detection in whole body CT images. ISBI (2014)
Laks Raghupathi, M. S. Dinesh, Pandu R. Devarakota, Gerardo Hermosillo Valadez, Matthias Wolf
A method for automatic matching of multi-timepoint findings for enhanced clinical workflow. Medical Imaging: Computer-Aided Diagnosis (2013)
Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou
Learning to Locate Cortical Bone in MRI. MLMI (2012)
Xiang Sean Zhou, Yiqiang Zhan, Vikas C. Raykar, Gerardo Hermosillo Valadez, Luca Bogoni, Zhigang Peng
Mining anatomical, physiological and pathological information from medical images. SIGKDD Explor. 14 (1) (2012)
Yan Yan, Rómer Rosales, Glenn Fung, Mark Schmidt, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy, Jennifer G. Dy
Modeling annotator expertise: Learning when everybody knows a bit of something. AISTATS (2010)
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy
Learning From Crowds. J. Mach. Learn. Res. 11 (2010)
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy
Supervised learning from multiple experts: whom to trust when everyone lies a bit. ICML (2009)
Xian Fan, Yiqiang Zhan, Gerardo Hermosillo Valadez
A comparison study of atlas-based image segmentation: the advantage of multi-atlas based on shape clustering. Medical Imaging: Image Processing (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gerardo Hermosillo Valadez