Named Entity Recognition using Conditional Random Fields
Procedia Computer Science, 2020 Nita V. Patil, A. Patil, B. Pawar
semanticscholar +1 more source
Machine Learning‐Guided Engineering of Protein Phase Separation Properties in Immune Regulation
Advanced Science, EarlyView.PScalpel, a machine learning model integrating protein structure extraction, graph contrastive learning, and a genetic algorithm, guides the engineering of protein phase separation ability. It adopts transfer learning methods to provide predictive recommendations for protein phase separation ability changes through single amino acid mutations in a ...
Chenqiu Zhang +9 more
wiley +1 more source
Human Activity Recognition Using Gaussian Mixture Hidden Conditional Random Fields. [PDF]
Comput Intell Neurosci, 2019 Siddiqi MH +4 more
europepmc +1 more source
Engineering Immune Cell to Counteract Aging and Aging‐Associated Diseases
Advanced Science, EarlyView.This review highlights a paradigm shift in which advanced immune cell therapies, initially developed for cancer, are now being harnessed to combat aging. By engineering immune cells to selectively clear senescent cells and remodel pro‐inflammatory tissue microenvironments, these strategies offer a novel and powerful approach to delay age‐related ...
Jianhua Guo +5 more
wiley +1 more source
Recognition of bacteria named entity using conditional random fields in Spark. [PDF]
BMC Syst Biol, 2018 Wang X, Li Y, He T, Jiang X, Hu X.
europepmc +1 more source
Enhanced sequence labeling based on latent variable conditional random fields
Neurocomputing, 2020 Chun-Wei Lin +3 more
semanticscholar +1 more source
Smart Optogenetics for Real‐Time Automated Control of Cardiac Electrical Activity
Advanced Science, EarlyView.We are able to stop dangerous heart‐rhythm spirals before they fully form. Within about 100 ms, it pinpoints the spiral's tiny central tip (≈0.9 mm) using light‐based sensing and machine learning, then shines targeted light to shut it down. This fast, precise, closed‐loop approach detects, targets, and terminates arrhythmias in real time.
Shanliang Deng +15 more
wiley +1 more source
IDP⁻CRF: Intrinsically Disordered Protein/Region Identification Based on Conditional Random Fields. [PDF]
Int J Mol Sci, 2018 Liu Y, Wang X, Liu B.
europepmc +1 more source
Advanced Science, EarlyView.This study demonstrates that somatic PIK3CA mutations suppress PPT1 expression via activation of the PI3K–AKT–c‐JUN axis. This reduction in PPT1 weakens its interaction with P300, thereby increasing palmitoylation at C1176 of P300 and protecting P300 from lysosomal degradation.
Hongrui Chen +7 more
wiley +1 more source
Identification of Intrinsically Disordered Proteins and Regions by Length-Dependent Predictors Based on Conditional Random Fields. [PDF]
Mol Ther Nucleic Acids, 2019 Liu Y, Chen S, Wang X, Liu B.
europepmc +1 more source