Urine surface-enhanced Raman spectroscopy combined with SVM algorithm for rapid diagnosis of liver cirrhosis and hepatocellular carcinoma.
Sign Up to like & getrecommendations! Published in 2022 at "Photodiagnosis and photodynamic therapy"
DOI: 10.1016/j.pdpdt.2022.102811
Abstract: In this paper, we investigated the feasibility of using urine surface-enhanced Raman spectroscopy (SERS) for the rapid screening of patients with liver cirrhosis and hepatocellular carcinoma (HCC). The SERS spectra were recorded from the urine… read more here.
Keywords: hcc; svm algorithm; spectroscopy; liver cirrhosis ... See more keywords
A Novel Exploitative and Explorative GWO-SVM Algorithm for Smart Emotion Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2023.3235356
Abstract: Emotion recognition or detection is broadly utilized in patient–doctor interactions for diseases, such as schizophrenia and autism and the most typical techniques are speech detection and facial recognition. However, features extracted from these behavior-based emotion… read more here.
Keywords: recognition; svm algorithm; emotion; gwo svm ... See more keywords
A Consensus Algorithm for Linear Support Vector Machines
Sign Up to like & getrecommendations! Published in 2021 at "Management Science"
DOI: 10.1287/mnsc.2021.4042
Abstract: In the era of big data, an important weapon in a machine learning researcher’s arsenal is a scalable support vector machine (SVM) algorithm. Traditional algorithms for learning SVMs scale superlinearly with the training set size,… read more here.
Keywords: svm algorithm; support vector;