AIMC Topic: Skin Neoplasms

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MACHINE LEARNING Smarter than 21 dermatologists.

Hospitals & health networks Mar 1, 2017
Humans Machine Learning Skin Neoplasms Clinical Competence Diagnosis, Differential Dermatologists California
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Deep Tissue Sequencing Using Augmented Intelligence to Probe Melanocytic Lesions.

Journal of cutaneous medicine and surgery Jan 1, 2017
Humans Artificial Intelligence Melanoma Skin Neoplasms Dermoscopy Diagnosis, Computer-Assisted
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A deep bag-of-features model for the classification of melanomas in dermoscopy images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
Deep learning and unsupervised feature learning have received great attention in past years for their ability to transform input data into high level representations using machine learning techniques. Such interest has been growing steadily in the fi...
Humans Neural Networks, Computer Machine Learning Databases, Factual Melanoma Skin Neoplasms Dermoscopy ROC Curve Image Processing, Computer-Assisted
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A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.

Studies in health technology and informatics Jan 1, 2015
Advanced techniques in machine learning combined with scalable "cloud" computing infrastructure are driving the creation of new and innovative health diagnostic applications. We describe a service and application for performing image training and rec...
Humans Machine Learning Algorithms Melanoma Skin Neoplasms Dermoscopy Feedback User-Computer Interface Expert Systems Image Interpretation, Computer-Assisted Pattern Recognition, Automated Cloud Computing
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Conceptual Knowledge Discovery in Databases for Drug Combinations Predictions in Malignant Melanoma.

Studies in health technology and informatics Jan 1, 2015
The worldwide incidence of melanoma is rising faster than any other cancer, and prognosis for patients with metastatic disease is poor. Current targeted therapies are limited in their durability and/or effect size in certain patient populations due t...
Machine Learning Melanoma Skin Neoplasms Decision Support Systems, Clinical Antineoplastic Combined Chemotherapy Protocols Natural Language Processing Knowledge Bases Data Mining Databases, Pharmaceutical Clinical Pharmacy Information Systems
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