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ORCIDGerardo Hermosillo
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2020 – today
- 2024
[c19]Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez:
Real Time Multi Organ Classification on Computed Tomography Images. DEMI@MICCAI 2024: 1-10- [i7]Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez:
Real Time Multi Organ Classification on Computed Tomography Images. CoRR abs/2404.18731 (2024) - [i6]Mohamad Abdi, Gerardo Hermosillo Valadez, Halid Ziya Yerebakan:
Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2. CoRR abs/2410.12686 (2024) - 2023
- [c18]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: 59-68 - [i5]Halid Ziya Yerebakan, Gerardo Hermosillo Valadez:
Deep Generative Neural Embeddings for High Dimensional Data Visualization. CoRR abs/2302.10801 (2023) - [i4]Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez:
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction. CoRR abs/2305.00088 (2023) - [i3]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 abs/2308.07337 (2023) - 2022
- [j6]Yu Zhao
, Ke Zeng, Yiyuan Zhao, Parmeet S. Bhatia, Mahesh Ranganath, Muhammed Labeeb Kozhikkavil, Chen Li, Gerardo Hermosillo:
Deep learning solution for medical image localization and orientation detection. Medical Image Anal. 81: 102529 (2022) - [i2]Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez:
Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI. CoRR abs/2210.02523 (2022) - 2020
- [i1]Orhan Akal, Zhigang Peng, Gerardo Hermosillo Valadez:
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation. CoRR abs/2006.05325 (2020)
2010 – 2019
- 2018
- [c17]Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan:
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. MICCAI (1) 2018: 286-294 - 2015
- [p1]Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff:
Computer-Assisted Medical Image Analysis Systems. Healthcare Data Analytics 2015: 657-683 - 2014
- [c16]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: 117-120 - [c15]Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan:
Adaptive geodesic transform for segmentation of vertebrae on CT images. Computer-Aided Diagnosis 2014: 903516 - [c14]Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou:
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones. Image Processing 2014: 90341O - 2013
- [c13]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. Computer-Aided Diagnosis 2013: 86700I - [c12]Maneesh Dewan, Yiqiang Zhan, Gerardo Hermosillo, Bing Jian, Xiang Sean Zhou:
Brain PET Attenuation Correction without CT: An Investigation. PRNI 2013: 110-113 - 2012
- [j5]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): 25-34 (2012) - [c11]Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou:
Learning to Locate Cortical Bone in MRI. MLMI 2012: 168-175 - 2010
- [j4]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: 1297-1322 (2010) - [c10]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: 932-939
2000 – 2009
- 2009
- [c9]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: 889-896 - [c8]Xian Fan, Yiqiang Zhan, Gerardo Hermosillo Valadez:
A comparison study of atlas-based image segmentation: the advantage of multi-atlas based on shape clustering. Image Processing 2009: 725919 - 2008
- [c7]Vandana Mohan, Yoshihisa Shinagawa, Bing Jian, Gerardo Hermosillo:
Expanded pharmacokinetic model for population studies in breast MRI. Computer-Aided Diagnosis 2008: 69150K - 2006
- [j3]Jean-Philippe Pons, Gerardo Hermosillo, Renaud Keriven, Olivier D. Faugeras:
Maintaining the point correspondence in the level set framework. J. Comput. Phys. 220(1): 339-354 (2006) - [c6]Gerardo Hermosillo, Xuguang Jiang:
Automatic segmentation of vessels in breast MR sequences as a false positive elimination technique for automatic lesion detection and segmentation using the shape tensor. Image Processing 2006: 61440I - 2004
- [j2]Gerardo Hermosillo, Olivier D. Faugeras:
Well-Posedness of Two Nonrigid Multimodal Image Registration Methods. SIAM J. Appl. Math. 64(5): 1550-1587 (2004) - 2003
- [c5]Jean-Philippe Pons, Renaud Keriven, Olivier D. Faugeras, Gerardo Hermosillo:
Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures. ICCV 2003: 597-602 - [c4]Jean-Philippe Pons, Gerardo Hermosillo, Renaud Keriven, Olivier D. Faugeras:
How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework. ICCV 2003: 894-899 - 2002
- [b1]Gerardo Hermosillo Valadez:
Variational Methods for Multimodal Image Matching. (Méthodes Variationnelles pour le Recalage Multimodal). University of Nice Sophia Antipolis, France, 2002 - [j1]Gerardo Hermosillo, Christophe Chefd'Hotel, Olivier D. Faugeras:
Variational Methods for Multimodal Image Matching. Int. J. Comput. Vis. 50(3): 329-343 (2002) - [c3]Christophe Chefd'Hotel, Gerardo Hermosillo, Olivier D. Faugeras:
Flows of diffeomorphisms for multimodal image registration. ISBI 2002: 753-756 - 2001
- [c2]Gerardo Hermosillo, Olivier D. Faugeras:
Dense Image Matching with Global and Local Statistical Criteria: A Variational Approach. CVPR (1) 2001: 73-78
1990 – 1999
- 1999
- [c1]Gerardo Hermosillo, Olivier D. Faugeras, José Gomes:
Unfolding the Cerebral Cortex Using Level Set Methods. Scale-Space 1999: 58-69
Coauthor Index
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