10 citations · 17 across the 3 of their papers we have counts for
3 papers
q-bio.QM2022★ 10 cited
PINNet: a deep neural network with pathway prior knowledge for Alzheimer's disease
Yeojin Kim, Hyunju Lee
Identification of Alzheimer's Disease (AD)-related transcriptomic signatures from blood is important for early diagnosis of the disease. Deep learning techniques are potent classif…
cs.CL2021★ 7 cited
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters
Hongseok Choi, Hyunju Lee
To improve deep-learning performance in low-resource settings, many researchers have redesigned model architectures or applied additional data (e.g., external resources, unlabeled…
cs.CL2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training
Dongha Choi, Hyunju Lee
The extraction of interactions between chemicals and proteins from several biomedical articles is important in many fields of biomedical research such as drug development and predi…