User profiles for Jinyeop Song
 | Jinyeop SongMIT Verified email at mit.edu Cited by 100 |
[HTML][HTML] Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural …
The healthcare industry is in dire need of rapid microbial identification techniques for treating
microbial infections. Microbial infections are a major healthcare issue worldwide, as these …
microbial infections. Microbial infections are a major healthcare issue worldwide, as these …
Deep-learning-based three-dimensional label-free tracking and analysis of immunological synapses of CAR-T cells
The immunological synapse (IS) is a cell-cell junction between a T cell and a professional
antigen-presenting cell. Since the IS formation is a critical step for the initiation of an antigen-…
antigen-presenting cell. Since the IS formation is a critical step for the initiation of an antigen-…
[PDF][PDF] Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning
For appropriate treatments of infectious diseases, rapid identification of the pathogens is
crucial. Here, we developed a rapid and label-free method for identifying common bacterial …
crucial. Here, we developed a rapid and label-free method for identifying common bacterial …
[HTML][HTML] Predicting fetal alcohol spectrum disorders using machine learning techniques: multisite retrospective cohort study
Background Fetal alcohol syndrome (FAS) is a lifelong developmental disability that occurs
among individuals with prenatal alcohol exposure (PAE). With improved prediction models, …
among individuals with prenatal alcohol exposure (PAE). With improved prediction models, …
A Resource Model For Neural Scaling Law
Neural scaling laws characterize how model performance improves as the model size scales
up. Inspired by empirical observations, we introduce a resource model of neural scaling. A …
up. Inspired by empirical observations, we introduce a resource model of neural scaling. A …
DeepIS: Deep learning framework for three-dimensional label-free tracking of immunological synapses
The immunological synapse (IS) is a cell-cell junction between T cells and professional
antigen presenting cells. Since the IS formation is a critical step for the initiation of an antigen-…
antigen presenting cells. Since the IS formation is a critical step for the initiation of an antigen-…
[PDF][PDF] The usability study for gross motor function classification system as motor development prognosis in children with cerebral palsy
J Song, JS Choi - The Journal of Korean Physical Therapy, 2008 - koreascience.kr
Purpose: Lack of a valid prognosis of gross motor development in children with cerebral
palsy (CP) and the absence of longitudinal data on which to base an opinion in Korea have …
palsy (CP) and the absence of longitudinal data on which to base an opinion in Korea have …
Rapid label-free identification of pathogenic bacteria species from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural …
The healthcare industry is in dire need for rapid microbial identification techniques. Microbial
infection is a major healthcare issue with significant prevalence and mortality, which can be …
infection is a major healthcare issue with significant prevalence and mortality, which can be …
Noncovalent antibody catenation on a target surface drastically increases the antigen-binding avidity
J Song, BS Jeong, SW Kim, SB Im, W Cho, MJ Ahn… - bioRxiv, 2022 - biorxiv.org
Immunoglobulin G (IgG) antibodies are widely used for diagnosis and therapy. Given the
unique dimeric structure of IgG, we hypothesized that, by genetically fusing a homodimeric …
unique dimeric structure of IgG, we hypothesized that, by genetically fusing a homodimeric …
Noncovalent antibody catenation on a target surface greatly increases the antigen-binding avidity
Immunoglobulin G (IgG) antibodies are widely used for diagnosis and therapy. Given the
unique dimeric structure of IgG, we hypothesized that, by genetically fusing a homodimeric …
unique dimeric structure of IgG, we hypothesized that, by genetically fusing a homodimeric …