Gerardo Hermosillo

According to our database, Gerardo Hermosillo authored at least 39 papers between 1999 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

AGA3DNet: Anatomy-Guided Gaussian Priors with Multi-view xLSTM for 3D Brain MRI Subtype Classification.

Peiyu Duan, Xueqi Guo, Sepehr Farhand, Mehmet Berk Sahin, Xinyuan Zheng, James S. Duncan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa

CoRR, May, 2026

MALSIV: Multi-Agent Multi-Landmark Searching with Implicit Voting for Fast and Robust Anatomical Landmark Localization in MR Scans.

Xueqi Guo, Halid Ziya Yerebakan, Kritika Iyer, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer.

Xueqi Guo, Halid Ziya Yerebakan, Yoshihisa Shinagawa, Kritika Iyer, Gerardo Hermosillo Valadez

CoRR, November, 2025

Consistent Point Matching.

Halid Ziya Yerebakan, Gerardo Hermosillo Valadez

CoRR, July, 2025

BodyGPS: Anatomical Positioning System.

Halid Ziya Yerebakan, Kritika Iyer, Xueqi Guo, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez

CoRR, May, 2025

Federated and Continual Learning of AI Models from Routine Clinical Data Under Privacy Constraints.

Varghese Alex Kollerathu, Vineet Vinay Bhombore, Rahul Ramesh, Abhinandan Tejani, Matthias Wolf, Gerardo Hermosillo Valadez

Proceedings of the Efficient Medical Artificial Intelligence, 2025

Unsupervised Abnormality Segmentation in Chest CT with Anatomy-Guided Latent Diffusion Model and Adaptive Thresholding.

Xueqi Guo, Yoshihisa Shinagawa, Sepehr Farhand, Halid Ziya Yerebakan, Kritika Iyer, Matthias Wolf, Gerardo Hermosillo Valadez

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2.

Mohamad Abdi, Gerardo Hermosillo Valadez, Halid Ziya Yerebakan

CoRR, 2024

Real Time Multi Organ Classification on Computed Tomography Images.

Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez

Proceedings of the Data Engineering in Medical Imaging - Second MICCAI Workshop, 2024

2023

DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction.

Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez

CoRR, 2023

Deep Generative Neural Embeddings for High Dimensional Data Visualization.

Halid Ziya Yerebakan, Gerardo Hermosillo Valadez

CoRR, 2023

A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies.

Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

Deep learning solution for medical image localization and orientation detection.

Yu Zhao, Ke Zeng, Yiyuan Zhao, Parmeet S. Bhatia, Mahesh Ranganath, Muhammed Labeeb Kozhikkavil, Chen Li, Gerardo Hermosillo

Medical Image Anal., 2022

Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI.

Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez

CoRR, 2022

2020

ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation.

Orhan Akal, Zhigang Peng, Gerardo Hermosillo Valadez

CoRR, 2020

2018

Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks.

Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2015

Computer-Assisted Medical Image Analysis Systems.

Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff

Proceedings of the Healthcare Data Analytics., 2015

2014

Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones.

Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Adaptive geodesic transform for segmentation of vertebrae on CT images.

Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

Saliency-based rotation invariant descriptor for wrist detection in whole body CT images.

Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Brain PET Attenuation Correction without CT: An Investigation.

Maneesh Dewan, Yiqiang Zhan, Gerardo Hermosillo, Bing Jian, Xiang Sean Zhou

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

A method for automatic matching of multi-timepoint findings for enhanced clinical workflow.

Laks Raghupathi, M. S. Dinesh, Pandu R. Devarakota, Gerardo Hermosillo Valadez, Matthias Wolf

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2012

Mining anatomical, physiological and pathological information from medical images.

Xiang Sean Zhou, Yiqiang Zhan, Vikas C. Raykar, Gerardo Hermosillo Valadez, Luca Bogoni, Zhigang Peng

SIGKDD Explor., 2012

Learning to Locate Cortical Bone in MRI.

Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

2010

Modeling annotator expertise: Learning when everybody knows a bit of something.

Yan Yan, Rómer Rosales, Glenn Fung, Mark Schmidt, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy, Jennifer G. Dy

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Learning From Crowds.

Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy

J. Mach. Learn. Res., 2010

2009

A comparison study of atlas-based image segmentation: the advantage of multi-atlas based on shape clustering.

Xian Fan, Yiqiang Zhan, Gerardo Hermosillo Valadez

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Supervised learning from multiple experts: whom to trust when everyone lies a bit.

Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Expanded pharmacokinetic model for population studies in breast MRI.

Vandana Mohan, Yoshihisa Shinagawa, Bing Jian, Gerardo Hermosillo

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

2006

Maintaining the point correspondence in the level set framework.

Jean-Philippe Pons, Gerardo Hermosillo, Renaud Keriven, Olivier D. Faugeras

J. Comput. Phys., 2006

Automatic segmentation of vessels in breast MR sequences as a false positive elimination technique for automatic lesion detection and segmentation using the shape tensor.

Gerardo Hermosillo, Xuguang Jiang

Proceedings of the Medical Imaging 2006: Image Processing, 2006

2004

Well-Posedness of Two Nonrigid Multimodal Image Registration Methods.

Gerardo Hermosillo, Olivier D. Faugeras

SIAM J. Appl. Math., 2004

2003

Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures.

Jean-Philippe Pons, Renaud Keriven, Olivier D. Faugeras, Gerardo Hermosillo

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework.

Jean-Philippe Pons, Gerardo Hermosillo, Renaud Keriven, Olivier D. Faugeras

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

Variational Methods for Multimodal Image Matching. (Méthodes Variationnelles pour le Recalage Multimodal).

Gerardo Hermosillo Valadez

PhD thesis, 2002

Variational Methods for Multimodal Image Matching.

Gerardo Hermosillo, Christophe Chefd'Hotel, Olivier D. Faugeras

Int. J. Comput. Vis., 2002

Flows of diffeomorphisms for multimodal image registration.

Christophe Chefd'Hotel, Gerardo Hermosillo, Olivier D. Faugeras

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Dense Image Matching with Global and Local Statistical Criteria: A Variational Approach.

Gerardo Hermosillo, Olivier D. Faugeras

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

1999

Unfolding the Cerebral Cortex Using Level Set Methods.

Gerardo Hermosillo, Olivier D. Faugeras, José Gomes

Proceedings of the Scale-Space Theories in Computer Vision, 1999