Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Ricky Walsh"'
Autor:
Ricky Walsh, Mickael Tardy
Publikováno v:
Diagnostics, Vol 13, Iss 1, p 67 (2022)
Tools based on deep learning models have been created in recent years to aid radiologists in the diagnosis of breast cancer from mammograms. However, the datasets used to train these models may suffer from class imbalance, i.e., there are often fewer
Externí odkaz:
https://doaj.org/article/476c91479ecb4290819a0158a53b9aee
Publikováno v:
Diagnostics, Vol 12, Iss 1, p 40 (2021)
Machine learning models have been successfully applied for analysis of skin images. However, due to the black box nature of such deep learning models, it is difficult to understand their underlying reasoning. This prevents a human from validating whe
Externí odkaz:
https://doaj.org/article/671d5f2e8d6e4e88a35cb20d8347cda8
Autor:
Mickael Tardy, Ricky Walsh
Publikováno v:
Diagnostics
Diagnostics, 2022, 13 (1), pp.67. ⟨10.3390/diagnostics13010067⟩
Diagnostics; Volume 13; Issue 1; Pages: 67
Diagnostics, 2022, 13 (1), pp.67. ⟨10.3390/diagnostics13010067⟩
Diagnostics; Volume 13; Issue 1; Pages: 67
Tools based on deep learning models have been created in recent years to aid radiologists in the diagnosis of breast cancer from mammograms. However, the datasets used to train these models may suffer from class imbalance, i.e., there are often fewer
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7d8b95128c0ff7b451682409887194b6
https://doi.org/10.36227/techrxiv.21400632.v2
https://doi.org/10.36227/techrxiv.21400632.v2
Autor:
Mickael Tardy, Ricky Walsh
Tools based on deep learning models have been created in recent years to aid radiologists in the diagnosis of breast cancer from mammograms. However, the datasets used to train these models may suffer from class imbalance, i.e., there are often fewer
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::05f232b4942f93050cfbc0e82e822c1f
https://doi.org/10.36227/techrxiv.21400632.v1
https://doi.org/10.36227/techrxiv.21400632.v1
Publikováno v:
Diagnostics; Volume 12; Issue 1; Pages: 40
Machine learning models have been successfully applied for analysis of skin images. However, due to the black box nature of such deep learning models, it is difficult to understand their underlying reasoning. This prevents a human from validating whe