Melanoma diagnosis using deep learning techniques on dermatoscopic images
MF Jojoa Acosta, LY Caballero Tovar… - … Medical Imaging, 2021 - Springer
… melanomas would not be detected using visual inspection. In our proposed model, the conclusive
analysis of dermatoscopic images … high resolution dermatoscopic images grouped into …
analysis of dermatoscopic images … high resolution dermatoscopic images grouped into …
Comparison of segmentation methods for melanoma diagnosis in dermoscopy images
… Dermoscopic images have great potential in the early diagnosis of malignant melanoma, but
… interest in the development of computer-aided diagnosis systems that can assist the clinical …
… interest in the development of computer-aided diagnosis systems that can assist the clinical …
Early melanoma diagnosis with sequential dermoscopic images
… for early melanoma diagnosis are developed using single timepoint images of lesions. …
for automated early melanoma diagnosis using sequential dermoscopic images. To this end…
for automated early melanoma diagnosis using sequential dermoscopic images. To this end…
An overview of melanoma detection in dermoscopy images using image processing and machine learning
… in clinical diagnostic ability to the point that melanoma can … collections of dermoscopy images
of melanomas and benign … in the areas of image processing and machine learning have …
of melanomas and benign … in the areas of image processing and machine learning have …
MED-NODE: A computer-assisted melanoma diagnosis system using non-dermoscopic images
… dermoscopic images. Lately, a new trend in the computer-assisted diagnosis of early
melanoma … These applications do not use dermoscopic images as input but rather images taken …
melanoma … These applications do not use dermoscopic images as input but rather images taken …
A systematic review of automated melanoma detection in dermatoscopic images and its ground truth data
ARA Ali, TM Deserno - Medical Imaging 2012: Image …, 2012 - spiedigitallibrary.org
… This might be due to the lack of dermatoscopic image resources (ground truth) … diagnostic
performance. In future work, we aim at testing this hypothesis by joining dermatoscopic images …
performance. In future work, we aim at testing this hypothesis by joining dermatoscopic images …
The performance of SolarScan: an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma
… vs benign lesion and estimated probability of melanoma) was developed and its … and
dermoscopy images with a detailed patient history for 78 lesions (13 of which were melanomas) …
dermoscopy images with a detailed patient history for 78 lesions (13 of which were melanomas) …
Dermoscopy, with and without visual inspection, for diagnosing melanoma in adults
… whether diagnostic accuracy using dermoscopy on a patient … to the accuracy of diagnosis
using dermoscopic images of the … melanoma would have an incorrect diagnosis of melanoma). …
using dermoscopic images of the … melanoma would have an incorrect diagnosis of melanoma). …
Accuracy of dermoscopic criteria for the diagnosis of melanoma in situ
… advances in diagnostics achieved by dermoscopy and newer imaging techniques, … melanoma
criteria to diagnose MIS compared with benign lesions included in its differential diagnosis…
criteria to diagnose MIS compared with benign lesions included in its differential diagnosis…
Association between surgical skin markings in dermoscopic images and diagnostic performance of a deep learning convolutional neural network for melanoma …
JK Winkler, C Fink, F Toberer, A Enk… - JAMA …, 2019 - jamanetwork.com
… Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer
algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images. …
algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images. …
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