Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3139038
Abstract: Deep neural networks are parametrized by several thousands or millions of parameters and have shown tremendous success in many classification problems. However, the large number of parameters makes it difficult to integrate these models into… read more here.
Keywords: data augmentation; wearable devices; knowledge distillation; augmentation ... See more keywords
Augmentation strategies for clozapine-resistant patients with schizophrenia.
Sign Up to like & getrecommendations! Published in 2020 at "Current pharmaceutical design"
DOI: 10.2174/1381612826666200110102254
Abstract: BACKGROUND Clozapine has been used in treatment-resistant patients with schizophrenia. However, only 40% of patients with treatment-resistant schizophrenia have response to clozapine. Many augmentation strategies have been proposed to treat those clozapine-resistant patients, but the… read more here.
Keywords: patients schizophrenia; clozapine resistant; augmentation strategies; resistant patients ... See more keywords