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eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma

Joanna Jaworek-Korjakowska, Pawel Kleczek
2018 Wireless Communications and Mobile Computing  
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

Cesare Massone, Rainer Hofmann-Wellenhof, Verena Ahlgrimm-Siess, Gerald Gabler, Christoph Ebner, H. Peter Soyer, Ashfaq Marghoob
2007 PLoS ONE  
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]

Mohnish Chakravarti, Tanay Kothari
2015 arXiv   pre-print
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

Pawan Sonawane, Sahel Shardhul, Raju Mendhe
2021 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
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

Shwetha m
2018 International Journal for Research in Applied Science and Engineering Technology  
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

Monika Janda, H. Peter Soyer
2021 Dermatology  
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?

B Mark Smithers, Jeff Dunn, H Peter Soyer
2017 Medical Journal of Australia  
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

Uyen Koh, Caitlin Horsham, H. Peter Soyer, Lois J. Loescher, Nicole Gillespie, Dimitrios Vagenas, Monika Janda
2018 Dermatology  
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

Amna Asif, Iram Fatima, Adeel Anjum, Saif U.
2019 International Journal of Advanced Computer Science and Applications  
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

Brian Hibler, Qiaochu Qi, Anthony Rossi
2016 Seminars in cutaneous medicine and surgery  
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

Jay Ramchand, Geoffrey R Wong, Matias B Yudi, Stephen Sylivris
2016 BMJ Case Reports  
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

C B Barcaui, P M O Lima
2018 International Journal of Telemedicine and Applications  
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  
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?

Xavier Chadwick, Lois J. Loescher, Monika Janda, H. Peter Soyer
2014 2014 47th Hawaii International Conference on System Sciences  
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]

Soham Bhosale
2022 arXiv   pre-print
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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