Unfolding the Cerebral Cortex Using Level Set Methods. - Gerardo Hermosillo; Olivier D. Faugeras; José Gomes (Scale-Space, 1999)

Dense Image Matching with Global and Local Statistical Criteria: A Variational Approach. - Gerardo Hermosillo; Olivier D. Faugeras (CVPR (1), 2001)

Flows of diffeomorphisms for multimodal image registration. - Christophe Chefd'Hotel; Gerardo Hermosillo; Olivier D. Faugeras (ISBI, 2002)

Variational Methods for Multimodal Image Matching. - Gerardo Hermosillo; Christophe Chefd'Hotel; Olivier D. Faugeras (Int. J. Comput. Vis., 2002)

Variational Methods for Multimodal Image Matching. (Méthodes Variationnelles pour le Recalage Multimodal). - Gerardo Hermosillo Valadez (2002)

How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework. - Jean-Philippe Pons; Gerardo Hermosillo; Renaud Keriven; Olivier D. Faugeras (ICCV, 2003)

Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures. - Jean-Philippe Pons; Renaud Keriven; Olivier D. Faugeras; Gerardo Hermosillo (ICCV, 2003)

Well-Posedness of Two Nonrigid Multimodal Image Registration Methods. - Gerardo Hermosillo; Olivier D. Faugeras (SIAM J. Appl. Math., 2004)

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 (Image Processing, 2006)

Maintaining the point correspondence in the level set framework. - Jean-Philippe Pons; Gerardo Hermosillo; Renaud Keriven; Olivier D. Faugeras (J. Comput. Phys., 2006)

Expanded pharmacokinetic model for population studies in breast MRI. - Vandana Mohan; Yoshihisa Shinagawa; Bing Jian; Gerardo Hermosillo (Computer-Aided Diagnosis, 2008)

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 (ICML, 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 (Image Processing, 2009)

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)

Modeling annotator expertise: Learning when everybody knows a bit of something. - Yan Yan 024; Rómer Rosales; Glenn Fung; Mark Schmidt 001; Gerardo Hermosillo Valadez; Luca Bogoni; Linda Moy; Jennifer G. Dy (AISTATS, 2010)

Learning to Locate Cortical Bone in MRI. - Gerardo Hermosillo Valadez; Vikas C. Raykar; Xiang Zhou 009 (MLMI, 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)

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 001 (Computer-Aided Diagnosis, 2013)

Brain PET Attenuation Correction without CT: An Investigation. - Maneesh Dewan; Yiqiang Zhan; Gerardo Hermosillo; Bing Jian; Xiang Sean Zhou (PRNI, 2013)

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 (ISBI, 2014)

Adaptive geodesic transform for segmentation of vertebrae on CT images. - Bilwaj Gaonkar; Shu Liao; Gerardo Hermosillo; Yiqiang Zhan (Computer-Aided Diagnosis, 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 (Image Processing, 2014)

Computer-Assisted Medical Image Analysis Systems. - Shu Liao; Shipeng Yu; Matthias Wolf 001; Gerardo Hermosillo; Yiqiang Zhan; Yoshihisa Shinagawa; Zhigang Peng; Xiang Sean Zhou; Luca Bogoni; Marcos Salganicoff (Healthcare Data Analytics, 2015)

Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. - Yu Zhao 007; Shu Liao; Yimo Guo; Liang Zhao 018; Zhennan Yan; Sungmin Hong; Gerardo Hermosillo; Tianming Liu 001; Xiang Sean Zhou; Yiqiang Zhan (MICCAI (1), 2018)

ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation. - Orhan Akal; Zhigang Peng; Gerardo Hermosillo Valadez (CoRR, 2020)

Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI. - Xiongchao Chen; Yoshihisa Shinagawa; Zhigang Peng; Gerardo Hermosillo Valadez (CoRR, 2022)

Deep learning solution for medical image localization and orientation detection. - Yu Zhao 007; Ke Zeng; Yiyuan Zhao; Parmeet S. Bhatia; Mahesh Ranganath; Muhammed Labeeb Kozhikkavil; Chen Li 069; Gerardo Hermosillo (Medical Image Anal., 2022)

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 (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

Deep Generative Neural Embeddings for High Dimensional Data Visualization. - Halid Ziya Yerebakan; Gerardo Hermosillo Valadez (CoRR, 2023)

DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction. - Xiongchao Chen; Zhigang Peng; Gerardo Hermosillo Valadez (CoRR, 2023)

Real Time Multi Organ Classification on Computed Tomography Images. - Halid Ziya Yerebakan; Yoshihisa Shinagawa; Gerardo Hermosillo Valadez (DEMI@MICCAI, 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)

BodyGPS: Anatomical Positioning System. - Halid Ziya Yerebakan; Kritika Iyer; Xueqi Guo; Yoshihisa Shinagawa; Gerardo Hermosillo Valadez (CoRR, 2025)

Consistent Point Matching. - Halid Ziya Yerebakan; Gerardo Hermosillo Valadez (CoRR, 2025)