共 5 条
Smartphone applications for the triage of skin lesions using machine learning: time to integrate the clinical information?
被引:6
作者:

Acharya, P.
论文数: 0 引用数: 0
h-index: 0
机构:
Coll Med Sci, Bharatpur, Nepal Coll Med Sci, Bharatpur, Nepal

Mathur, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Coll Med Sci, Bharatpur, Nepal Coll Med Sci, Bharatpur, Nepal
机构:
[1] Coll Med Sci, Bharatpur, Nepal
关键词:
D O I:
10.1111/jdv.16371
中图分类号:
R75 [皮肤病学与性病学];
学科分类号:
100206 ;
摘要:
引用
收藏
页码:E424 / E425
页数:2
相关论文
共 5 条
[1]
Dermatologist-level classification of skin cancer with deep neural networks
[J].
Esteva, Andre
;
Kuprel, Brett
;
Novoa, Roberto A.
;
Ko, Justin
;
Swetter, Susan M.
;
Blau, Helen M.
;
Thrun, Sebastian
.
NATURE,
2017, 542 (7639)
:115-+

Esteva, Andre
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Kuprel, Brett
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Novoa, Roberto A.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Dermatol, Stanford, CA 94305 USA
Stanford Univ, Dept Pathol, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

论文数: 引用数:
h-index:
机构:

Swetter, Susan M.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Dermatol, Stanford, CA 94305 USA
Vet Affairs Palo Alto Hlth Care Syst, Dept Serv, Palo Alto, CA USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Blau, Helen M.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Inst Stem Cell Biol & Regenerat Med, Dept Microbiol & Immunol, Baxter Lab Stem Cell Biol, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA

Thrun, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2]
Deep-learning-based, computer-aided classifier developed with a small dataset of clinical images surpasses board-certified dermatologists in skin tumour diagnosis
[J].
Fujisawa, Y.
;
Otomo, Y.
;
Ogata, Y.
;
Nakamura, Y.
;
Fujita, R.
;
Ishitsuka, Y.
;
Watanabe, R.
;
Okiyama, N.
;
Ohara, K.
;
Fujimoto, M.
.
BRITISH JOURNAL OF DERMATOLOGY,
2019, 180 (02)
:373-381

Fujisawa, Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Otomo, Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Kyocera Commun Syst Co Ltd, Kyoto, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Ogata, Y.
论文数: 0 引用数: 0
h-index: 0
机构:
KCCS Mobile Engn Co Ltd, Tokyo, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

论文数: 引用数:
h-index:
机构:

Fujita, R.
论文数: 0 引用数: 0
h-index: 0
机构:
Kyocera Commun Syst Co Ltd, Kyoto, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Ishitsuka, Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Watanabe, R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Okiyama, N.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

Ohara, K.
论文数: 0 引用数: 0
h-index: 0
机构:
Akacaka Toranomon Clin, Dermatol, Tokyo, Japan Univ Tsukuba, Dermatol Div, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058511, Japan

论文数: 引用数:
h-index:
机构:
[3]
Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm
[J].
Han, Seung Seog
;
Kim, Myoung Shin
;
Lim, Woohyung
;
Park, Gyeong Hun
;
Park, Ilwoo
;
Chang, Sung Eun
.
JOURNAL OF INVESTIGATIVE DERMATOLOGY,
2018, 138 (07)
:1529-1538

Han, Seung Seog
论文数: 0 引用数: 0
h-index: 0
机构:
I Dermatol Clin, Seoul, South Korea I Dermatol Clin, Seoul, South Korea

论文数: 引用数:
h-index:
机构:

Lim, Woohyung
论文数: 0 引用数: 0
h-index: 0
机构:
SK Telecom, Human Machine Interface Technol Lab, Seoul, South Korea I Dermatol Clin, Seoul, South Korea

Park, Gyeong Hun
论文数: 0 引用数: 0
h-index: 0
机构:
Hallym Univ, Dongtan Sacred Heart Hosp, Dept Dermatol, Coll Med, Dongtan, South Korea I Dermatol Clin, Seoul, South Korea

Park, Ilwoo
论文数: 0 引用数: 0
h-index: 0
机构:
Chonnam Natl Univ, Dept Radiol, Med Sch & Hosp, Gwangju, South Korea I Dermatol Clin, Seoul, South Korea

Chang, Sung Eun
论文数: 0 引用数: 0
h-index: 0
机构:
Ulsan Univ, Asan Med Ctr, Dept Dermatol, Coll Med, 88,OLYMPIC RO 43 GIL Songpa Gu, Seoul 05505, South Korea I Dermatol Clin, Seoul, South Korea
[4]
A feature fusion system for basal cell carcinoma detection through data-driven feature learning and patient profile
[J].
Kharazmi, P.
;
Kalia, S.
;
Lui, H.
;
Wang, Z. J.
;
Lee, T. K.
.
SKIN RESEARCH AND TECHNOLOGY,
2018, 24 (02)
:256-264

Kharazmi, P.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada

Kalia, S.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Dermatol & Skin Sci, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Canc Control Res, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Integrat Oncol, Vancouver, BC, Canada Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada

Lui, H.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Dermatol & Skin Sci, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Canc Control Res, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Integrat Oncol, Vancouver, BC, Canada Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada

Wang, Z. J.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC, Canada Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada

Lee, T. K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada
Univ British Columbia, Dept Dermatol & Skin Sci, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Canc Control Res, Vancouver, BC, Canada
British Columbia Canc Agcy, Dept Integrat Oncol, Vancouver, BC, Canada Univ British Columbia, Biomed Engn Program, Vancouver, BC, Canada
[5]
Accuracy of a smartphone application for triage of skin lesions based on machine learning algorithms
[J].
Udrea, A.
;
Mitra, G. D.
;
Costea, D.
;
Noels, E. C.
;
Wakkee, M.
;
Siegel, D. M.
;
de Carvalho, T. M.
;
Nijsten, T. E. C.
.
JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY,
2020, 34 (03)
:648-655

Udrea, A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania
SkinVision BV, Amsterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Mitra, G. D.
论文数: 0 引用数: 0
h-index: 0
机构:
SkinVision BV, Amsterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Costea, D.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania
SkinVision BV, Amsterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Noels, E. C.
论文数: 0 引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Dermatol, Rotterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Wakkee, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Dermatol, Rotterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Siegel, D. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Suny Downstate Med Ctr, Brooklyn, NY 11203 USA
Brooklyn Vet Adm Med Ctr, New York, NY USA Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

de Carvalho, T. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Dermatol, Rotterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania

Nijsten, T. E. C.
论文数: 0 引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Dermatol, Rotterdam, Netherlands Univ Politehn Bucuresti, Dept Automat Control & Syst Engn, Bucharest, Romania
