Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography

Author:

Shan HongmingORCID,Vimieiro Rodrigo B.ORCID,Borges Lucas R.,Vieira Marcelo A.C.ORCID,Wang GeORCID

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

National Natural Science Foundation of China

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

National Institutes of Health

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Hospital de Câncer de Barretos

University of Pennsylvania

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference68 articles.

1. Influence of tumour stage at breast cancer detection on survival in modern times: Population based study in 173 797 patients;Saadatmand;BMJ,2015

2. World health organization - breast cancer;WHO,2020

3. Role of tomosynthesis in breast imaging going forward;Michell;Clin Radiol,2018

4. Digital breast tomosynthesis: State of the art;Vedantham;Radiology,2015

5. Radiation protection and safety in medical uses of ionizing radiation, no. SSG-46;IAEA,2018

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1. Investigating the Effectiveness of Image Restoration Algorithms in Digital Image Processing;2023 IEEE International Conference on Paradigm Shift in Information Technologies with Innovative Applications in Global Scenario (ICPSITIAGS);2023-12-28

2. Task-based assessment of digital mammography microcalcification detection with deep learning denoising algorithms using in silico and physical phantom studies;Journal of Medical Imaging;2023-10-06

3. Effects of Loss Functions and Supervision Methods on Total-Body PET Denoising;IEEE Transactions on Radiation and Plasma Medical Sciences;2023

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