Gerardo Hermosillo

Siemens Healthcare (United States) — United States

Computer Science · Physical Sciences

15h-index1.3kcitations39works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(17), Radiomics and Machine Learning in Medical Imaging(12), Medical Imaging Techniques and Applications(9), Medical Imaging and Analysis(6), Robotics and Sensor-Based Localization(4)

Publications39 total

MRI protocol recommendation using deep metric learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Reduction in Radiologist Interpretation Time of Serial CT and MR Imaging Findings with Deep Learning Identification of Relevant Priors, Series and Finding Locations
Academic Radiology·2023· 5 cited
Deep learning solution for medical image localization and orientation detection
Medical Image Analysis·2022· 25 citedOpen Access
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks
Lecture notes in computer science·2018· 15 cited
Clinical visual readings of brain region-specific hypometabolism in cognitive impairment patients is independent of attenuation correction method for integrated PET/MR
2016
Dixon Sequence with Superimposed Model-Based Bone Compartment Provides Highly Accurate PET/MR Attenuation Correction of the Brain
Journal of Nuclear Medicine·2016· 95 citedOpen Access
Robust Multi-Landmark Detection Based on Information Theoretic Scheduling
Elsevier eBooks·2016· 1 cited
Whole-Body PET/MR Imaging: Quantitative Evaluation of a Novel Model-Based MR Attenuation Correction Method Including Bone
Journal of Nuclear Medicine·2015· 170 citedOpen Access
Computer-Assisted Medical Image Analysis Systems
2015· 2 cited
CT colonography: effect of computer-aided detection of colonic polyps as a second and concurrent reader for general radiologists with moderate experience in CT colonography
European Radiology·2014· 12 cited
Saliency-based rotation invariant descriptor for wrist detection in whole body CT images
2014· 3 cited
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2014· 1 cited
Adaptive geodesic transform for segmentation of vertebrae on CT images
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2014· 3 cited
Brain PET Attenuation Correction without CT: An Investigation
2013· 1 cited
Mining anatomical, physiological and pathological information from medical images
ACM SIGKDD Explorations Newsletter·2012· 7 cited
Time-efficient CT colonography interpretation using an advanced image-gallery-based, computer-aided “first-reader” workflow for the detection of colorectal adenomas
European Radiology·2012· 6 cited
Learning to Locate Cortical Bone in MRI
Lecture notes in computer science·2012· 4 cited
Image Registration in Medical Imaging: Applications, Methods, and Clinical Evaluation
2011· 5 cited
Expanded pharmacokinetic model for population studies in breast MRI
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2008· 1 cited
Maintaining the point correspondence in the level set framework
Journal of Computational Physics·2006· 26 cited
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Frequent Co-authors

Olivier Faugeras(14), Yiqiang Zhan(11), Christophe Chefd’hotel(7), Renaud Keriven(7), Xiang Sean Zhou(7), Yoshihisa Shinagawa(6), Jean-Philippe Pons(5), Pierre Kornprobst(5), Marcos Salganicoff(5), Luca Bogoni(5), Rachid Deriche(4), Théodore Papadopoulo(4), Vikas C. Raykar(4), Kent Friedman(3), Thomas Koesters(3), Mahesh Ranganath(3), Matthias Wolf(3), Zhigang Peng(3), Christian Geppert(2), David Faul(2)