Gerardo Hermosillo Valadez

23 papers A* 1A 1B 1Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
BodyGPS: Anatomical Positioning System.
CoRR
Halid Ziya Yerebakan, Kritika Iyer, Xueqi Guo, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
2025 J jnl
Consistent Point Matching.
CoRR
Halid Ziya Yerebakan, Gerardo Hermosillo Valadez
2025 J jnl
Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer.
CoRR
Xueqi Guo, Halid Ziya Yerebakan, Yoshihisa Shinagawa, Kritika Iyer, Gerardo Hermosillo Valadez
2025 — conf
Federated and Continual Learning of AI Models from Routine Clinical Data Under Privacy Constraints.
EMA4MICCAI
Varghese Alex Kollerathu, Vineet Vinay Bhombore, Rahul Ramesh, Abhinandan Tejani, Matthias Wolf, Gerardo Hermosillo Valadez
2025 — conf
Unsupervised Abnormality Segmentation in Chest CT with Anatomy-Guided Latent Diffusion Model and Adaptive Thresholding.
ICCVW
Xueqi Guo, Yoshihisa Shinagawa, Sepehr Farhand, Halid Yerebakan, Kritika Iyer, Matthias Wolf, Gerardo Hermosillo Valadez
2024 J jnl
Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2.
CoRR
Mohamad Abdi, Gerardo Hermosillo Valadez, Halid Ziya Yerebakan
2024 — conf
Real Time Multi Organ Classification on Computed Tomography Images.
DEMI@MICCAI
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
2024 J jnl
Real Time Multi Organ Classification on Computed Tomography Images.
CoRR
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
2023 — conf
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez
2023 J jnl
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching between Longitudinal Studies.
CoRR
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez
2023 J jnl
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction.
CoRR
Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez
2023 J jnl
Deep Generative Neural Embeddings for High Dimensional Data Visualization.
CoRR
Halid Ziya Yerebakan, Gerardo Hermosillo Valadez
2022 J jnl
Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI.
CoRR
Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez
2020 J jnl
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation.
CoRR
Orhan Akal, Zhigang Peng, Gerardo Hermosillo Valadez
2014 — conf
Saliency-based rotation invariant descriptor for wrist detection in whole body CT images.
ISBI
Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
2013 — conf
A method for automatic matching of multi-timepoint findings for enhanced clinical workflow.
Computer-Aided Diagnosis
Laks Raghupathi, M. S. Dinesh, Pandu R. Devarakota, Gerardo Hermosillo Valadez, Matthias Wolf
2012 — conf
Learning to Locate Cortical Bone in MRI.
MLMI
Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou
2012 J jnl
Mining anatomical, physiological and pathological information from medical images.
SIGKDD Explor.
Xiang Sean Zhou, Yiqiang Zhan, Vikas C. Raykar, Gerardo Hermosillo Valadez, Luca Bogoni, Zhigang Peng
2010 J jnl
Learning From Crowds.
J. Mach. Learn. Res.
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy
2010 A conf
Modeling annotator expertise: Learning when everybody knows a bit of something.
AISTATS
Yan Yan, Rómer Rosales, Glenn Fung, Mark Schmidt, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy, Jennifer G. Dy
2009 B conf
A comparison study of atlas-based image segmentation: the advantage of multi-atlas based on shape clustering.
Image Processing
Xian Fan, Yiqiang Zhan, Gerardo Hermosillo Valadez
2009 A* conf
Supervised learning from multiple experts: whom to trust when everyone lies a bit.
ICML
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy
2002 — —
Variational Methods for Multimodal Image Matching. (Méthodes Variationnelles pour le Recalage Multimodal).
Gerardo Hermosillo Valadez