Gerardo Hermosillo

Principal Researcher, D&A Innovation, Siemens Healthineers

Joined

March 2022

Names

Gerardo Hermosillo (Preferred)

Emails

****@siemens.com (Confirmed)

****@gmail.com (Confirmed)

****@siemens-healthineers.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

D&A Innovation, Siemens Healthineers (siemens-healthineers.com)

2015 – Present

Researcher

D&A Innovation, Siemens Healthineers (siemens-healthineers.com)

2003 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Olivier Faugeras

1998 – 2003

Expertise

Medical Imaging

Computer Vision

Deep Learning

Variational Methods

1998 – 2024

Computer Vision

Machine Learning

Robotics

Automation

1998 – 2024

Publications

SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection
Xinyuan Zheng, Yoshihisa Shinagawa, Sepehr Farhand, Chi Liu, Gerardo Hermosillo, Xueqi Guo
- MIDL 2026 Poster
- Readers: Everyone
Time-Aware GAN for Uptake Time Correction and Standard Uptake Value Harmonization in Dynamic PET Imaging
Xueqi Guo, Vijay Shah, David Pigg, Guenther Platsch, Xiongchao Chen, Huidong Xie, Weijie Gan, Nicha C Dvornek, Chi Liu, Gerardo Hermosillo, Lauren Partin, Bruce Spottiswoode
- GenAI4Health Poster
- Readers: Everyone
Real Time Multi Organ Classification on Computed Tomography Images
Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez
- CoRR 2024
- Readers: Everyone
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction
Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo
- Published: 28 Apr 2023, Last Modified: 28 Apr 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
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
- Readers: Everyone
DD-CISENet: Dual-Domain Cross-Iteration Squeeze and Excitation Network for Accelerated MRI Reconstruction
Xiongchao Chen, Zhigang Peng, Gerardo Hermosillo Valadez
- CoRR 2023
- Readers: Everyone
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
- CoRR 2023
- Readers: Everyone
Deep Generative Neural Embeddings for High Dimensional Data Visualization
Halid Ziya Yerebakan, Gerardo Hermosillo Valadez
- CoRR 2023
- Readers: Everyone
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
- 2022 (modified: 11 Nov 2022)
- Medical Image Anal. 2022
- Readers: Everyone

View all 37 publications

Co-Authors

View all 65 co-authors