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eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma
2018
Wireless Communications and Mobile Computing
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With the help of new tools, such as teledermoscopy referrals between primary healthcare and dermatology clinics, the diagnosis of these patients could be made more efficient. ...
The introduction of a high-quality smartphone with a built-in digital camera may make the early detection more convenient. ...
In the light of the above data, prevention and early diagnosis of melanoma become extremely important issues. ...
doi:10.1155/2018/5767360
fatcat:2g44fn7cpvcsrky2i74byqlq5i
Melanoma Screening with Cellular Phones
2007
PLoS ONE
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Mobile teledermatology has recently been shown to be suitable for teledermatology despite limitations in image definition in preliminary studies. ...
The unique aspect of mobile teledermatology is that this system represents a filtering or triage system, allowing a sensitive approach for the management of patients with emergent skin diseases. ...
In 1998, Provost et al. showed a high concordance in the diagnosis of atypical (dysplastic) melanocytic nevi and early melanoma between four different clinicians when comparing conventional slides with ...
doi:10.1371/journal.pone.0000483
pmid:17534433
pmcid:PMC1868781
fatcat:fdgszum6s5d4fa3rjng3fzhlh4
A Comprehensive Study On The Applications Of Machine Learning For Diagnosis Of Cancer
[article]
2015
arXiv
pre-print
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In the second part of the study, an artificial neural network coupled with image processing and analysis algorithms was employed to achieve an overall accuracy of 93% A naive mobile based application that ...
All of these cancers, if detected early, are 100% curable. In this study, we develop and evaluate algorithms to diagnose Breast cancer, Melanoma, and Lung cancer. ...
Mohnish would like to thank Giovanni Parmigiani, Chair and Professor, Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute for his invaluable advice during the early stages ...
arXiv:1505.01345v4
fatcat:zkgwxsypj5brbcepnb73qs7354
Cloud based mobile solution for early detection of Skin Cancer using Artificial Intelligence
2021
International Journal of Scientific Research in Computer Science Engineering and Information Technology
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The vast majority of skin cancer deaths are from melanoma, with about 1.04 million cases annually. Early detection of the same can be immensely helpful in order to try to cure it. ...
Our solution proposes to build a server less mobile application on the AWS cloud that takes the images of potential skin tumors and classifies it as either Malignant or Benign. ...
The vast majority of skin cancer deaths are from melanoma, with about 1.04 million cases annually. Melanoma diagnosis is difficult and needs sampling and laboratory tests. ...
doi:10.32628/cseit217327
fatcat:k2osb6xm7nfpvadqjsvvvyqkb4
Surveys on Detection of Melanoma through Image Processing Techniques
2018
International Journal for Research in Applied Science and Engineering Technology
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In order to achieve an effective way to identify malignant melanoma stage without performing more number of skin biopsies, digital image at an early analysis of the images is investigated. ...
For the detection of malignant melanoma, appropriate analyses are done on the tumour images according to the clinical characteristics that early melanoma possesses. ...
Without contacting with skin by the help of only dermoscopic image is obtained for diagnosis. ...
doi:10.22214/ijraset.2018.3262
fatcat:xugydfyprfe4pmg3pobqbyjj3e
Describing the Skin Surface Ecosystem Using 3D Total Body Photography
2021
Dermatology
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Survival from melanoma is strongly correlated with tumour thickness at diagnosis. ...
Regular surveillance and skin monitoring is essential for the early detection of cutaneous malignancies including melanoma. ...
Survival from melanoma is strongly correlated with tumour thickness at diagnosis. ...
doi:10.1159/000515147
pmid:34333488
fatcat:n3xeffqqmbaodhmxq4uqs5bqa4
Whither melanoma in Australia?
2017
Medical Journal of Australia
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body imaging technologies and cognitive computing, in both the traditional clinical setting and via pioneering consumer engagement models (mobile teledermoscopy and melanoma apps), as noted by Janda and ...
A personalised approach for melanoma management incorporating risk stratification and innovative surveillance for early intervention. u Precision medicine for melanoma
MOBILE
TELEDERMOSCOPY
PHENOTYPE ...
doi:10.5694/mja17.00740
pmid:29020902
fatcat:k6olii5m5zdwtmmltx2zsnmdlu
Consumer Acceptance and Expectations of a Mobile Health Application to Photograph Skin Lesions for Early Detection of Melanoma
2018
Dermatology
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Mobile teledermoscopy may facilitate skin self-examinations (SSEs) and further improve monitoring and detection of melanoma. ...
Conclusions: Overall, participants had positive views on using mobile teledermoscopy to send images of skin lesions to a dermatologist or other medical practitioner. ...
This project is being undertaken as part of a research project on behalf of Queensland University of Technology and the University of Queensland, in partnership with Foto-Finder PTY, the Princess Alexandra ...
doi:10.1159/000493728
pmid:30404081
fatcat:pxqdimyw2jap5hes7hu3oovehm
Towards the Performance Investigation of Automatic Melanoma Diagnosis Applications
2019
International Journal of Advanced Computer Science and Applications
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Early detection of melanoma from skin lesion by means of screening is an important step towards a reduction in mortality. ...
For this purpose, numerous automatic melanoma diagnosis models based on image processing and machine learning techniques are available for computer-based applications (CBA) and smartphone-based applications ...
[11] performed a systematic review of 25 studies related to the melanoma diagnosis with the SBA. ...
doi:10.14569/ijacsa.2019.0100351
fatcat:mfox5aathjbrbfoj5tcfrb2pke
Current state of imaging in dermatology
2016
Seminars in cutaneous medicine and surgery
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One critical application of these technologies is for the early, more accurate diagnosis of skin cancer. ...
Especially in the case of melanoma, early detection is crucial and can significantly reduce mortality. ...
doi:10.12788/j.sder.2016.001
pmid:26963110
fatcat:sai5yghrefb3nix5gaega7gemu
Cardiac metastatic melanoma
2016
BMJ Case Reports
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of meticulous imaging in this patient cohort-even in those without specific cardiac symptoms and those seemingly at low risk for cardiac involvement. ▸ Early diagnosis and characterisation of cardiac ...
but significant, subset of patients with isolated disease who may benefit from surgical resection. 3 Efforts should be directed at early diagnosis to allow prompt treatment and avoid further disease ...
doi:10.1136/bcr-2016-215881
pmid:27190135
pmcid:PMC4885479
fatcat:wr55a53nizaifgkuhnxnahezfi
Application of Teledermoscopy in the Diagnosis of Pigmented Lesions
2018
International Journal of Telemedicine and Applications
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Dermatology, due to the peculiar characteristic of visual diagnosis, is suitable for the application of modern telemedicine techniques, such as mobile teledermoscopy. ...
Firstly, the assistant dermatologist described the visualized dermatoscopic structures and defined its diagnosis and conduct, based solely on the evaluation of the clinical and dermatoscopic images, without ...
Early diagnosis results in a better prognosis for the patient (thin, <1mm, nonulcerated melanomas have a 95% survival rate within 5 years, whereas Breslow ulcerated melanomas> 4mm and lymph node metastasis ...
doi:10.1155/2018/1624073
pmid:30405711
pmcid:PMC6199885
fatcat:5rmnnp3uffghfnnpkbp5trmlhy
Techniques for Malignant Melanoma Diagnosis: A Systematic Literature Review
2020
International journal of recent technology and engineering
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Malignant melanoma is the deadliest type of skin cancer. If melanoma detection and diagnosis is performed in its early stages, the probabilities of recovery and survival are higher. ...
Although, many proposals have been made for automated detection and diagnosis of malignant melanoma based on images processing, there are still improvement opportunities for melanoma diagnosis. ...
In this way, given the importance of the early melanoma diagnosis, in the last years many proposals have been made to detect and diagnose malignant melanoma in its early stages based on images analysis ...
doi:10.35940/ijrte.c4282.099320
fatcat:ivhntb3ycbbinnidbc4bnf5i3e
Mobile Medical Applications for Melanoma Risk Assessment: False Assurance or Valuable Tool?
2014
2014 47th Hawaii International Conference on System Sciences
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With the smartphone revolution, consumer-focused mobile medical applications (apps) have flooded the market without restriction. ...
We tested 5 relevant apps against 15 images of previously excised skin lesions and compared the apps' risk grades to the known histopathologic diagnosis of the lesions. ...
Inherent with mobile medical apps for melanoma detection is a degree of inconsistency in diagnosis from the captured images. ...
doi:10.1109/hicss.2014.337
dblp:conf/hicss/ChadwickLJS14
fatcat:jldolf76kne5xnelgj734v7zaq
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification
[article]
2022
arXiv
pre-print
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Diagnosis at an early stage has the potential to drastically reduce the harm caused by the disease, however, the traditional biopsy is a labor-intensive and invasive procedure. ...
mobile environment has not been conducted before. ...
advancements dealing with the pressing problem of efficient early diagnosis of skin lesions. ...
arXiv:2207.12715v1
fatcat:44gbvthfdzhnpfcm77iwjk4use
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