Automated Methods for Detection and Classification Pneumonia Based on X-Ray Images Using Deep Learning

Oil spill detection using in Sentinel-1 satellite images based on Deep learning concepts

Awareness of the marine area is very important for crisis management in the event of an accident. Oil spills are one of the main threats to the marine and coastal environments and seriously affect the marine ecosystem and cause political and environmental concerns because it seriously affects the fragile marine and coastal ecosystem. The rate of discharge of pollutants and its related effects o...

Using deep learning on X-ray images to detect threats

Detection and Classification of Dental Caries in X-ray Images Using Deep Neural Networks

Dental caries, also known as dental cavities, is the most widespread pathology in the world. Up to a very recent period, almost all individuals had the experience of this pathology at least once in their life. Early detection of dental caries can help in a sharp decrease in the dental disease rate. Thanks to the growing accessibility to medical imaging, the clinical applications now have better...

Automated Detection and Classification of Cancer Metastases in Whole-slide Histopathology Images Using Deep Learning

This paper presents and evaluates automatic breast cancer metastases detection in whole-slide images of lymph nodes. The classification is performed on patient level by inspecting several WSIs per patient. Every patient is assigned to one out of five pN-stages. We use convolutional neural networks for slide-level tumor detection. We found that the prediction performance improves by using test-t...

islanding detection methods for microgrids

امروزه استفاده از منابع انرژی پراکنده کاربرد وسیعی یافته است . اگر چه این منابع بسیاری از مشکلات شبکه را حل می کنند اما زیاد شدن آنها مسائل فراوانی برای سیستم قدرت به همراه دارد . استفاده از میکروشبکه راه حلی است که علاوه بر استفاده از مزایای منابع انرژی پراکنده برخی از مشکلات ایجاد شده توسط آنها را نیز منتفی می کند . همچنین میکروشبکه ها کیفیت برق و قابلیت اطمینان تامین انرژی مشترکان را افزایش ...