Develop a Prediction Model for Nonmelanoma Skin Cancer Using Deep Learning in EHR Data

Studies in Computational Intelligence - Soft Computing for Biomedical Applications and Related Topics ◽

10.1007/978-3-030-49536-7_2 ◽

2020 ◽

pp. 11-18

Author(s):

Chih-Wei Huang ◽

Alex P. A. Nguyen ◽

Chieh-Chen Wu ◽

Hsuan-Chia Yang ◽

Yu-Chuan (Jack) Li

Keyword(s):

Deep Learning ◽

Skin Cancer ◽

Prediction Model ◽

Nonmelanoma Skin Cancer

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Assessment of Deep Learning Using Nonimaging Information and Sequential Medical Records to Develop a Prediction Model for Nonmelanoma Skin Cancer

JAMA Dermatology ◽

10.1001/jamadermatol.2019.2335 ◽

2019 ◽

Vol 155 (11) ◽

pp. 1277 ◽

Author(s):

Hsiao-Han Wang ◽

Yu-Hsiang Wang ◽

Chia-Wei Liang ◽

Yu-Chuan Li

Keyword(s):

Deep Learning ◽

Skin Cancer ◽

Prediction Model ◽

Medical Records ◽

Nonmelanoma Skin Cancer

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DNA Deletion Is Early Marker Of Nonmelanoma Skin Cancer

Skin & Allergy News ◽

10.1016/s0037-6337(07)70062-1 ◽

2007 ◽

Vol 38 (2) ◽

pp. 46

Author(s):

KERRI WACHTER

Keyword(s):

Skin Cancer ◽

Nonmelanoma Skin Cancer ◽

Dna Deletion ◽

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Nonmelanoma Skin Cancer Incidence Increasing, Especially in Women

Skin & Allergy News ◽

10.1016/s0037-6337(05)70624-0 ◽

2005 ◽

Vol 36 (9) ◽

pp. 2

Author(s):

MICHELE G. SULLIVAN

Keyword(s):

Skin Cancer ◽

Cancer Incidence ◽

Nonmelanoma Skin Cancer

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Nonmelanoma Skin Cancer Patients Are at High Risk for Other Cancers

Skin & Allergy News ◽

10.1016/s0037-6337(08)70738-1 ◽

2008 ◽

Vol 39 (10) ◽

pp. 8

Author(s):

HEIDI SPLETE

Keyword(s):

High Risk ◽

Skin Cancer ◽

Cancer Patients ◽

Nonmelanoma Skin Cancer

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New Model Doubles Nonmelanoma Skin Cancer Prevalence Estimates

Family Practice News ◽

10.1016/s0300-7073(10)70466-7 ◽

2010 ◽

Vol 40 (6) ◽

pp. 26

Author(s):

MARY ANN MOON

Keyword(s):

Skin Cancer ◽

Nonmelanoma Skin Cancer ◽

Cancer Prevalence ◽

New Model ◽

Prevalence Estimates

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Nonmelanoma skin cancer mortality in the United States, 1969 through 1988

Archives of Dermatology ◽

10.1001/archderm.129.10.1286 ◽

1993 ◽

Vol 129 (10) ◽

pp. 1286-1290 ◽

Author(s):

M. A. Weinstock

Keyword(s):

United States ◽

Skin Cancer ◽

Cancer Mortality ◽

The United States ◽

Nonmelanoma Skin Cancer

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Faculty Opinions recommendation of Seropositivity for human papillomavirus and incidence of subsequent squamous cell and basal cell carcinomas of the skin in patients with a previous nonmelanoma skin cancer.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.12591956.14724165 ◽

2011 ◽

Author(s):

Keith Choate ◽

Jason Lott

Keyword(s):

Human Papillomavirus ◽

Skin Cancer ◽

Squamous Cell ◽

Nonmelanoma Skin Cancer ◽

Basal Cell Carcinomas

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Faculty Opinions recommendation of Chemoprevention of nonmelanoma skin cancer with celecoxib: a randomized, double-blind, placebo-controlled trial.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.6787956.6955054 ◽

2010 ◽

Author(s):

Asad Umar

Keyword(s):

Skin Cancer ◽

Controlled Trial ◽

Nonmelanoma Skin Cancer ◽

Double Blind ◽

Double Blind Placebo

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Faculty Opinions recommendation of Mohs micrographic surgery and surgical excision for nonmelanoma skin cancer treatment in the Medicare population.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.717397808.792802811 ◽

2012 ◽

Author(s):

Keith Choate ◽

Jason Lott

Keyword(s):

Skin Cancer ◽

Cancer Treatment ◽

Surgical Excision ◽

Nonmelanoma Skin Cancer ◽

Mohs Micrographic Surgery ◽

Micrographic Surgery ◽

Medicare Population

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Faculty Opinions recommendation of Smoking and the risk of nonmelanoma skin cancer: systematic review and meta-analysis.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.717950277.793455536 ◽

2012 ◽

Author(s):

Alexander Eggermont

Keyword(s):

Systematic Review ◽

Skin Cancer ◽

Meta Analysis ◽

Nonmelanoma Skin Cancer

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