Artificial Neural Network (ANN) learns from inputs and outputs.The values of the weights and biases in ANN are updated according to inputs and outputs.Researchers have proposed algorithms to train Multi-Layer Perceptron (MLP).However, classical techniques often face problems in solving this optimization problem.They tend to need large amounts of co
Prediction of the composition of urinary stones using deep learning
Purpose: This study aimed to predict the composition of urolithiasis using deep learning from urinary stone images.Materials and Methods: We classified 1,332 stones into 31 classes according to the stone composition.The top 4 classes with a frequency of 110 or more (class 1: calcium oxalate monohydrate [COM] 100%, class 2: COM 80%+struvite 20%, cla
Estuarine hurricane wind can intensify surge-dominated extreme water level in shallow and converging coastal systems
Based on the projected increase in hurricane landfall frequency on the middle to lower US east coast, we examined the crucial role of the estuarine wind field in exacerbating coastal flooding.A regionally refined ANTISEPTIC CREME atmospheric and two high-resolution hydrology and ocean models are integrated to provide plausible and physically consis
Pulperos, pardos and indepeendence in Venezuela. 1812-1814
This essay aims to analyze how the whites, indigenous, duns Skillets and mulattos took part in the processes of independence of Caracas, in this respect, allusion is done to a conlict of races.A particular case is to try to consolidate that blacks and duns militias should be apart from the whites, this also is demonstrated in the payments, since th
Trabectedin for advanced soft tissue sarcomas: optimizing use
Alison Reid, Juan Martin-Liberal, Charlotte Benson Sarcoma Unit, The Royal Marsden NHS Foundation Trust, London, UK Abstract: Patients with locally advanced or metastatic soft tissue sarcoma have a poor outlook with median survival in the order of 1 year.There is therefore an urgent need for novel agents to impact this disease.Trabectedin is one su