Rifath Ara Alam Barsha, Babak Najand, Hossein Zare, Shervin Assari
Immigration, Educational Attainment, and Subjective Health in the United States
Journal of mental health & clinical psychology
diabetic nephropathy serious complication diabetes primary sjgrens syndrome disease poses major threat womens health therefore studying two diseases practical significance field spectral analysis although common raman spectral feature selection models effectively extract features problem changing characteristics original data teacherstudent network combined raman spectroscopy perform feature selection retaining original features transfer performance complex deep neural network structure another lightweight network structure model study selects five flow learning models teacher network builds neural network student network uses multilayer perceptron classification selects optimal features based evaluation indicators accuracy precision recall f1score fivefold crossvalidation research results show diagnosis diabetic nephropathy optimal accuracy rate reach 983 1402 higher existing research diagnosis primary sjgrens syndrome optimal accuracy rate reached 100 1048 higher existing research study proved feasibility raman spectroscopy combined teacherstudent network field disease diagnosis producing good experimental results diagnosis diabetic nephropathy primary sjgrens syndrome