(Q111522285)

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

title

Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images (English)

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

1 reference

21

Gwenaël Vourc'h

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

author name string

Sk Imran Hossain

1

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Jocelyn de Goër de Herve

2

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Md Shahriar Hassan

3

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Delphine Martineau

4

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Evelina Petrosyan

5

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Violaine Corbin

6

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Jean Beytout

7

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Isabelle Lebert

8

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Jonas Durand

9

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Irene Carravieri

10

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Annick Brun-Jacob

11

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Pascale Frey-Klett

12

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Elisabeth Baux

13

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Céline Cazorla

14

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Carole Eldin

15

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Yves Hansmann

16

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Solene Patrat-Delon

17

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Thierry Prazuck

18

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Alice Raffetin

19

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Pierre Tattevin

20

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Olivier Lesens

22

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

Engelbert Mephu Nguifo

23

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

publication date

10 January 2022

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

Computer Methods and Programs in Biomedicine

7 April 2022

published in

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

volume

215

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

7 April 2022

page(s)

106624

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https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624

ImageNet Large Scale Visual Recognition Challenge

7 April 2022

cites work

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Comparison of Dermatologist Density Between Urban and Rural Counties in the United States

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Squeeze-and-Excitation Networks

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

An epidemiologic study of Lyme disease in southern Sweden.

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Global Burden of Skin Disease: Inequities and Innovations.

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

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A Comparison of Alternative Tests of Significance for the Problem of $m$ Rankings

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Dermatologist-level classification of skin cancer with deep neural networks

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

A Practical Approach to the Diagnosis of Lyme Borreliosis: From Clinical Heterogeneity to Laboratory Methods

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

A deep learning system for differential diagnosis of skin diseases

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Assessing diagnostic skill in dermatology: a comparison between general practitioners and dermatologists

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

AI-based detection of erythema migrans and disambiguation against other skin lesions

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Gradient-based learning applied to document recognition

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Review of European and American guidelines for the diagnosis of Lyme borreliosis

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

ImageNet classification with deep convolutional neural networks

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Clinical manifestations and diagnosis of lyme borreliosis

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24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Biomedical Image Augmentation Using Augmentor

1 reference

24 May 2022

https://opencitations.net/index/coci/api/v1/references/10.1016/J.CMPB.2022.106624

Identifiers

1 reference

https://api.crossref.org/v1/works/http://dx.doi.org/10.1016/j.cmpb.2022.106624