output
20062025
most citedEnhancing Clinical Concept Extraction with Contextual Embeddings

338 citations

Showing q-bio.NCShow all

12 papers · 1 filter

q-bio.NC2025★ 119 cited

KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation

L Cif, D Demailly, JP Lin +112

Heterozygous mutations in KMT2B are associated with an early-onset, progressive, and often complex dystonia (DYT28). Key characteristics of typical disease include focal motor feat…

q-bio.NC2019★ 3 cited

Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization

Yejin Kim, Xiaoqian Jiang, Luyao Chen +2

Sleep change is commonly reported in Alzheimer's disease (AD) patients and their brain wave studies show decrease in dreaming and non-dreaming stages. Although sleep disturbance is…

q-bio.NC2018★ 1 cited

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models

Dmitry Petrov, Boris A. Gutman Egor Kuznetsov, Theo G. M. van Erp +70

We present several deep learning models for assessing the morphometric fidelity of deep grey matter region models extracted from brain MRI. We test three different convolutional ne…

q-bio.NC2018

Paradoxical LTP maintenance with inhibition of protein synthesis and the proteasome suggests a novel protein synthesis requirement for early LTP reversal

Paul Smolen, Douglas A. Baxter, John H. Byrne

The transition from early long-term potentiation (E-LTP) to late LTP (L-LTP) involves protein synthesis and degradation. L-LTP is blocked by inhibiting either protein synthesis or…

q-bio.NC2017★ 26 cited

Mutual Information in Frequency and its Application to Measure Cross-Frequency Coupling in Epilepsy

Rakesh Malladi, Don H Johnson, Giridhar P Kalamangalam +2

We define a metric, mutual information in frequency (MI-in-frequency), to detect and quantify the statistical dependence between different frequency components in the data, referre…

q-bio.NC2016★ 307 cited

The right time to learn: mechanisms and optimization of spaced learning

Paul Smolen, Yili Zhang, John H. Byrne

For many types of learning, spaced training that involves repeated long inter-trial intervals (ITIs) leads to more robust memory formation than does massed training that involves s…

q-bio.NC2015★ 51 cited

Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information

Rakesh Malladi, Giridhar Kalamangalam, Nitin Tandon +1

In this paper, we developed a model-based and a data-driven estimator for directed information (DI) to infer the causal connectivity graph between electrocorticographic (ECoG) sign…

q-bio.NC2015★ 3 cited

Modeling Maintenance of Long-Term Potentiation in Clustered Synapses, Long-Term Memory Without Bistability

Paul Smolen

Memories are stored, at least partly, as patterns of strong synapses. Given molecular turnover, how can synapses maintain strong for the years that memories can persist? Some model…

q-bio.NC2014★ 15 cited

Simulations Suggest Pharmacological Methods for Rescuing Long-Term Potentiation

Paul Smolen, Douglas A. Baxter, John H. Byrne

Congenital cognitive dysfunctions are frequently due to deficits in molecular pathways that underlie synaptic plasticity. For example, Rubinstein-Taybi syndrome (RTS) is due to a m…

q-bio.NC2012★ 65 cited

Molecular Constraints on Synaptic Tagging and Maintenance of Long-Term Potentiation: A Predictive Model

Paul Smolen, Douglas A. Baxter, John H. Byrne

Protein synthesis-dependent, late long-term potentiation (LTP) and depression (LTD) at glutamatergic hippocampal synapses are well characterized examples of long-term synaptic plas…

q-bio.NC2007★ 28 cited

A Model of Late Long-Term Potentiation Simulates Aspects of Memory Maintenance

Paul Smolen

Late long-term potentiation (L-LTP) appears essential for the formation of long-term memory, with memories at least partly encoded by patterns of strengthened synapses. How memorie…

q-bio.NC2006★ 63 cited

A Model of the Roles of Essential Kinases in the Induction and Expression of Late Long-Term Potentiation

Paul Smolen, Douglas A. Baxter, John H. Byrne

The induction of late long-term potentiation (L-LTP) involves complex interactions among second messenger cascades. To gain insights into these interactions, a mathematical model w…