Deep Learning Based Skin Cancer Diagnosis

被引：0

作者：

Arik, Alper ^{[1
]}

Golcuk, Mesut ^{[1
]}

Karsligil, Elif Mine ^{[1
]}

机构：

[1] Yildiz Tekn Univ, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey

来源：

2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2017年

关键词：

Deep learning; machine learning; skin cancer diagnosis; melanoma detection; convolutional neural networks;

D O I：

暂无

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

Melanoma is the deadliest form of skin cancer. Early diagnosis has vital importance in the healing of the disease. As human expertise is in limited, automated systems capable of identifying disease could save lives, reduce unnecessary intervention and costs. Toward this goal, in this paper we propose a system that uses recent deep learning methods that are capable of classitication of skin lesions for melanoma detection.

引用

页数：4

共 50 条

[1] A Deep-Ensemble-Learning-Based Approach for Skin Cancer Diagnosis
Shehzad, Khurram
Zhenhua, Tan
Shoukat, Shifa
Saeed, Adnan
Ahmad, Ijaz
Bhatti, Shahzad Sarwar
Chelloug, Samia Allaoua
[J]. ELECTRONICS, 2023, 12 (06)
[2] DEEP LEARNING BASED SKIN LESIONS DIAGNOSIS
Gavrilov, D. A.
Shchelkunov, N. N.
Melerzanov, A., V
[J]. INTERNATIONAL WORKSHOP ON PHOTOGRAMMETRIC AND COMPUTER VISION TECHNIQUES FOR VIDEO SURVEILLANCE, BIOMETRICS AND BIOMEDICINE, 2019, 42-2 (W12): : 81 - 85
[3] Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm
Hossam Magdy Balaha
Asmaa El-Sayed Hassan
[J]. Neural Computing and Applications, 2023, 35 : 815 - 853
[4] DEEP LEARNING FOR SKIN CANCER DIAGNOSIS WITH HIERARCHICAL ARCHITECTURES
Barata, Catarina
Marques, Jorge S.
[J]. 2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), 2019, : 841 - 845
[5] Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm
Balaha, Hossam Magdy
Hassan, Asmaa El-Sayed
[J]. NEURAL COMPUTING & APPLICATIONS, 2023, 35 (01): : 815 - 853
[6] Skin Cancer Detection Based on Deep Learning
Mehr, Reza Ahmadi
Ameri, Ali
[J]. Journal of Biomedical Physics and Engineering, 2022, 12 (06): : 559 - 568
[7] An Application Based on Deep Learning for Cancer Diagnosis
Liu, Rongxing
[J]. SECOND IYSF ACADEMIC SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING, 2021, 12079
[8] Deep learning-based computer aided diagnosis model for skin cancer detection and classification
Adla, Devakishan
Reddy, G. Venkata Rami
Nayak, Padmalaya
Karuna, G.
[J]. DISTRIBUTED AND PARALLEL DATABASES, 2022, 40 (04) : 717 - 736
[9] A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis
Jiang, Shancheng
Li, Huichuan
Jin, Zhi
[J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 25 (05) : 1483 - 1494
[10] Deep learning-based computer aided diagnosis model for skin cancer detection and classification
Devakishan Adla
G. Venkata Rami Reddy
Padmalaya Nayak
G. Karuna
[J]. Distributed and Parallel Databases, 2022, 40 : 717 - 736

← 1 2 3 4 5 →