Accuracy of a convolutional neural network for dermatologic diagnosis of tumors and skin lesions in a clinical setting

Clinical and Experimental Dermatology ◽

10.1111/ced.14688 ◽

2021 ◽

Author(s):

S. Agarwala ◽

D.A. Mata ◽

F. Hafeez

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Clinical Setting ◽

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An Approach for Skin Lesions Classification with a Shallow Convolutional Neural Network

Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - Communications in Computer and Information Science ◽

10.1007/978-981-33-4370-2_19 ◽

2020 ◽

pp. 265-280

Author(s):

Hiep Xuan Huynh ◽

Loan Thanh Thi Truong ◽

Cang Anh Phan ◽

Hai Thanh Nguyen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

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Skin lesions of face and scalp – Classification by a market-approved convolutional neural network in comparison with 64 dermatologists

European Journal of Cancer ◽

10.1016/j.ejca.2020.11.034 ◽

2021 ◽

Vol 144 ◽

pp. 192-199

Author(s):

Holger Andreas Haenssle ◽

Julia Katharina Winkler ◽

Christine Fink ◽

Ferdinand Toberer ◽

Alexander Enk ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

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Past and present of computer-assisted dermoscopic diagnosis: performance of a conventional image analyser versus a convolutional neural network in a prospective data set of 1,981 skin lesions

European Journal of Cancer ◽

10.1016/j.ejca.2020.04.043 ◽

2020 ◽

Vol 135 ◽

pp. 39-46 ◽

Author(s):

Katharina Sies ◽

Julia K. Winkler ◽

Christine Fink ◽

Felicitas Bardehle ◽

Ferdinand Toberer ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Skin Lesions ◽

Computer Assisted ◽

Data Set ◽

Prospective Data ◽

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Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions

Annals of Oncology ◽

10.1016/j.annonc.2019.10.013 ◽

2020 ◽

Vol 31 (1) ◽

pp. 137-143 ◽

Author(s):

H.A. Haenssle ◽

C. Fink ◽

F. Toberer ◽

J. Winkler ◽

W. Stolz ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Broad Spectrum ◽

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Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8856731 ◽

2019 ◽

Author(s):

Marek Wodzinski ◽

Andrzej Skalski ◽

Alexander Witkowski ◽

Giovanni Pellacani ◽

Joanna Ludzik

Keyword(s):

Neural Network ◽

Confocal Microscopy ◽

Convolutional Neural Network ◽

Skin Lesions ◽

Reflectance Confocal Microscopy ◽

Network Approach ◽

Neural Network Approach

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Melanoma Skin Lesions Classification using Deep Convolutional Neural Network with Transfer Learning

2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) ◽

10.1109/caida51941.2021.9425117 ◽

2021 ◽

Author(s):

Md. Khairul Islam ◽

Md Shahin Ali ◽

Md Mosahak Ali ◽

Mst. Farija Haque ◽

Abhilash Arjan Das ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Skin Lesions ◽

Deep Convolutional Neural Network ◽

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Seven Class Classification of Skin Lesions by using Incremental Convolutional Neural Network in Python

SSRN Electronic Journal ◽

10.2139/ssrn.3574612 ◽

2020 ◽

Author(s):

Ankit Chopade

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

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Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions

PLoS ONE ◽

10.1371/journal.pone.0218713 ◽

2019 ◽

Vol 14 (6) ◽

pp. e0218713 ◽

Author(s):

Titus J. Brinker ◽

Achim Hekler ◽

Alexander H. Enk ◽

Christof von Kalle

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Skin Lesions ◽

Classifier Training

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Skin Lesions Classification Into Eight Classes for ISIC 2019 Using Deep Convolutional Neural Network and Transfer Learning

IEEE Access ◽

10.1109/access.2020.3003890 ◽

2020 ◽

Vol 8 ◽

pp. 114822-114832 ◽

Author(s):

Mohamed A. Kassem ◽

Khalid M. Hosny ◽

Mohamed M. Fouad

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Skin Lesions ◽

Deep Convolutional Neural Network

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Skin Lesions Identification Using Deep Convolutional Neural Network

2019 International Conference on Advances in the Emerging Computing Technologies (AECT) ◽

10.1109/aect47998.2020.9194205 ◽

2020 ◽

Author(s):

Tasneem Alkarakatly ◽

Shatha Eidhah ◽

Miaad Al-Sarawani ◽

Alaa Al-Sobhi ◽

Mohsin Bilal

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Skin Lesions ◽

Deep Convolutional Neural Network

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