Concepedia

Sophie O’Doherty

SO

Statistics

Publications

4

Citations

118

H-Index

4

Active since

2020

Affiliations

National University Hospital(Current)

National University of Singapore

University Health Network

National University Cancer Institute, Singapore

Nanyang Polytechnic

Sophie O’Doherty is an author at National University Hospital specializing in machine learning, medical imaging, and lung cancer.

Top concepts

RadiologyEngineeringLung CancerImage AnalysisMedical ImagingMachine LearningBiomedical ImagingRadiation OncologyMedical Image AnalysisMedical Image Computing

Publications per year

2020–2022

4

Publications

4

Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset

Ying‐Hwey Nai, Bernice W. Teo, Nadya L. Tan et al. · Computers in Biology and Medicine · 2021 · 67 citations · Full text

Evaluation of Multimodal Algorithms for the Segmentation of Multiparametric MRI Prostate Images

Ying‐Hwey Nai, Bernice W. Teo, Nadya L. Tan et al. · Computational and Mathematical Methods in Medicine · 2020 · 23 citations · Full text

Validation of low-dose lung cancer PET-CT protocol and PET image improvement using machine learning

Ying‐Hwey Nai, Josh Schaefferkoetter, Daniel Fakhry-Darian et al. · Physica Medica · 2020 · 16 citations · Full text

Computed Tomography, Pet Image Improvement, Image Analysis +14

Comparison of the performances of machine learning and deep learning in improving the quality of low dose lung cancer PET images

Ying‐Hwey Nai, Hoi Yin Loi, Sophie O’Doherty et al. · Japanese Journal of Radiology · 2022 · 12 citations

Radiation Oncology, Convolutional Neural Network, Image Analysis +12

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