Detecting basal cell carcinoma in skin histopathological images using deep learning

Detecting basal cell carcinoma in skin histopathological images using deep learning

This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.

Manylion Llyfryddiaeth
Prif Awdur:	Calderón Gómez, Tomás Alberto.
Awduron Eraill:	Tomaso Poggio.
Fformat:	Traethawd Ymchwil
Iaith:	eng
Cyhoeddwyd:	Massachusetts Institute of Technology 2019
Pynciau:	Electrical Engineering and Computer Science.
Mynediad Ar-lein:	https://hdl.handle.net/1721.1/121624

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gan: Smirnov, A
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gan: Mcpherson, T, et al.
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gan: Yong, Lai Zhi, et al.
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gan: Lally, A, et al.
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gan: Cheah, P.L., et al.
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gan: Haw, Yu Hong, et al.
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gan: Gupta, Jay
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gan: Heh, Ding Yu, et al.
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p16 gene expression in basal cell carcinoma.
gan: Eshkoor, Sima Atoallahi, et al.
Cyhoeddwyd: (2008)

Heterogeneous relationships of squamous and basal cell carcinomas of the skin with smoking: the UK Million Women Study and meta-analysis of prospective studies
gan: Pirie, K, et al.
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Segmentation of histopathological images
gan: Chia, Jason
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gan: Kashmola, Muhanad Ali Hamdon, et al.
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gan: Quintana, Liza M., et al.
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gan: Tehseen Mazhar, et al.
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gan: Tan, Yingrou, et al.
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gan: Ismail, S.B., et al.
Cyhoeddwyd: (2006)

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gan: Ho, Cowan, et al.
Cyhoeddwyd: (2022)

Diagnosis and treatment of basal cell carcinoma: European consensus-based interdisciplinary guidelines
gan: Peris, K, et al.
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Gene expression of CDK6 and CCND1 genes in basal cell carcinoma
gan: Eshkoor, Sima Ataollahi, et al.
Cyhoeddwyd: (2008)

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gan: Mohd Sharipudin, Nurul Najwa, et al.
Cyhoeddwyd: (2012)

Regulatory T Cells but Not Tumour-Infiltrating Lymphocytes Correlate with Tumour Invasion Depth in Basal Cell Carcinoma
gan: Ferronika, Paranita, et al.
Cyhoeddwyd: (2022)

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gan: Che' Amat, Azlan, et al.
Cyhoeddwyd: (2020)

Expression of CCND1, P16 and CDK6 in Human Basal Cell Carcinoma
gan: Eshkoor, Sima Ataollahi
Cyhoeddwyd: (2007)

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gan: Ali, S, et al.
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gan: Yang, Haiyan
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gan: Ab Rahim, Nurhidayah
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A survey on skin detection in colored images
gan: Naji, Sinan, et al.
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Invasive melanoma in-vivo can be distinguished from basal cell carcinoma, benign naevi and healthy skin by canine olfaction: a proof of principle study of differential volatile organic compound emission.
gan: Willis, C, et al.
Cyhoeddwyd: (2016)

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Cyhoeddwyd: (2005)

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Cyhoeddwyd: (2020)

Eye exenteration and facial skin defect reconstruction in a cat with Squamous Cell Carcinoma
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Cyhoeddwyd: (2023)

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gan: Agung, Alexander
Cyhoeddwyd: (2013)