Lista de obras -

65‐2: A Light and Fast Branched Neural Network using Perceptual Optimization for High‐Quality Visual Restoration of UDC images

artículo científico publicado en 2022

A clinicogenetic model to predict lymph node invasion by use of genome-based biomarkers from exome arrays in prostate cancer patients

artículo científico publicado en 2015

A genetic variant in SLC28A3, rs56350726, is associated with progression to castration-resistant prostate cancer in a Korean population with metastatic prostate cancer

artículo científico publicado en 2017

A robust peak detection method for RNA structure inference by high-throughput contact mapping

artículo científico publicado en 2009

An application of zero-suppressed binary decision diagrams to clustering analysis of DNA microarray data

artículo científico publicado en 2004

AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data

artículo científico publicado en 2020

Application of maximin correlation analysis to classifying protein environments for function prediction

artículo científico publicado en 2010

Automated band annotation for RNA structure probing experiments with numerous capillary electrophoresis profiles

artículo científico publicado en 2015

Blood Pressure Prediction by a Smartphone Sensor using Fully Convolutional Networks

artículo científico publicado en 2020

CASPER: context-aware scheme for paired-end reads from high-throughput amplicon sequencing

artículo científico publicado en 2014

Can the prostate risk calculator based on Western population be applied to Asian population?

artículo científico

Changes in Lesional and Non-lesional Skin Microbiome During Treatment of Atopic Dermatitis

scientific article published on 01 March 2019

Clustering protein environments for function prediction: finding PROSITE motifs in 3D

artículo científico publicado en 2007

Co-clustering: a versatile tool for data analysis in biomedical informatics

artículo científico publicado en 2007

Comprehensive ensemble in QSAR prediction for drug discovery

scientific article published on 26 October 2019

Computational identification of microRNAs and their targets

artículo científico publicado en 2006

Constructing Accurate Contact Maps for Hydroxyl-Radical-Cleavage-Based High-Throughput RNA Structure Inference ⬇️

artículo científico publicado el 31 de enero de 2011

Correction to: HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment.

artículo científico publicado en 2018

Correction: A genetic variant in SLC28A3, rs56350726, is associated with progression to castration-resistant prostate cancer in a Korean population with metastatic prostate cancer

DNA Steganalysis Using Deep Recurrent Neural Networks

scientific article published on 01 January 2019

DUDE-Seq: Fast, flexible, and robust denoising for targeted amplicon sequencing

artículo científico

Deduplication in SSDs: Model and quantitative analysis

Deep Recurrent Neural Network-Based Identification of Precursor microRNAs ⬇️

artículo científico publicado en 2017

Deep learning based low-cost high-accuracy diagnostic framework for dementia using comprehensive neuropsychological assessment profiles

artículo científico publicado en 2018

Deep learning improves prediction of CRISPR-Cpf1 guide RNA activity

artículo científico publicado en 2018

Deep learning in bioinformatics

artículo científico publicado en 2016

Development and External Validation of the Korean Prostate Cancer Risk Calculator for High-Grade Prostate Cancer: Comparison with Two Western Risk Calculators in an Asian Cohort

artículo científico publicado en 2017

Development and validation of a next-generation sequencing-based multigene assay to predict the prognosis of estrogen receptor-positive, HER2-negative breast cancer

artículo científico publicado en 2020

Discovering coherent biclusters from gene expression data using zero-suppressed binary decision diagrams.

artículo científico publicado en 2005

E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations

artículo científico publicado en 2021

Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes

End-to-End Representation Learning for Chemical-Chemical Interaction Prediction

scientific article published on 07 August 2018

Enhanced pClustering and its applications to gene expression data

article

Ensemble learning can significantly improve human microRNA target prediction.

artículo científico publicado en 2014

Entropy-based analysis and bioinformatics-inspired integration of global economic information transfer

artículo científico publicado en 2013

Exome-based genome-wide association study and risk assessment using genetic risk score to prostate cancer in the Korean population

artículo científico publicado en 2017

Exploiting binary abstractions in deciphering gene interactions

artículo científico publicado en 2006

Finding co-clusters of genes and clinical parameters

artículo científico

GPU-based acceleration of an RNA tertiary structure prediction algorithm

artículo científico publicado en 2013

Genetic risk score to predict biochemical recurrence after radical prostatectomy in prostate cancer: prospective cohort study

artículo científico publicado en 2017

Genome-wide detection of allelic genetic variation to predict advanced-stage prostate cancer after radical prostatectomy using an exome SNP chip

artículo científico publicado en 2015

Genome-wide detection of allelic genetic variation to predict biochemical recurrence after radical prostatectomy among prostate cancer patients using an exome SNP chip

artículo científico publicado en 2015

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search ⬇️

Got target? Computational methods for microRNA target prediction and their extension

artículo científico publicado en 2010

HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment

artículo científico publicado en 2018

HiTRACE-Web: an online tool for robust analysis of high-throughput capillary electrophoresis

artículo científico publicado en 2013

HiTRACE: high-throughput robust analysis for capillary electrophoresis

artículo científico publicado en 2011

High-throughput analysis of the activities of xCas9, SpCas9-NG and SpCas9 at matched and mismatched target sequences in human cells

scientific article published on 14 January 2020

How Generative Adversarial Networks and Their Variants Work

scholarly article

Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator

artículo científico publicado en 2022

In-depth analysis of interrelation between quality scores and real errors in Illumina reads

artículo científico publicado en 2013

Initial Biopsy Outcome Prediction in Korean Patients-Comparison of a Noble Web-based Korean Prostate Cancer Risk Calculator versus Prostate-specific Antigen Testing ⬇️

artículo científico publicado el 22 de diciembre de 2010

Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks

artículo científico publicado en 2017

LncRNAnet: long non-coding RNA identification using deep learning

artículo científico publicado en 2018

MP37-08 USING THE CLINICO-GENETIC MODEL FOR PREDICTING LYMPH NODE INVASION BY GENOME-BASED BIOMARKERS FROM EXOME ARRAY AMONG PROSTATE CANCER PATIENTS

scientific article published on 31 March 2015

MUGAN: Multi-GPU accelerated AmpliconNoise server for rapid microbial diversity assessment

artículo científico publicado en 2018

Machine learning methods and systems for data-driven discovery in biomedical informatics.

artículo científico publicado en 2017

Machine learning-based identification of endogenous cellular microRNA sponges against viral microRNAs

artículo científico publicado en 2017

Macro and small over micro: macromolecules and small molecules that regulate microRNAs

artículo científico publicado en 2014

Massively parallel energy space exploration for uncluttered visualization of vascular structures

artículo científico publicado en 2012

Mining Gene Sets for Measuring Similarities

article

NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity ⬇️

artículo científico publicado en 2020

Neural Universal Discrete Denoiser ⬇️

artículo científico publicado en 2016

Nonlinear preprocessing method for detecting peaks from gas chromatograms

artículo científico publicado en 2009

Predicting the efficiency of prime editing guide RNAs in human cells

scientific article published on 21 September 2020

Prediction and Analysis of Human microRNA Regulatory Modules

artículo científico

Prediction of pathologic femoral fractures in patients with lung cancer using machine learning algorithms: Comparison of computed tomography-based radiological features with clinical features versus without clinical features.

artículo científico publicado en 2017

Prediction of regulatory modules comprising microRNAs and target genes

artículo científico publicado en 2005

Prediction of the sequence-specific cleavage activity of Cas9 variants

artículo científico publicado en 2020

RNA design rules from a massive open laboratory

artículo científico publicado en 2014

Robust classification of DNA damage patterns in single cell gel electrophoresis

artículo científico publicado en 2013

Sequence-specific prediction of the efficiencies of adenine and cytosine base editors

artículo científico publicado en 2020

SpCas9 activity prediction by DeepSpCas9, a deep learning-based model with high generalization performance

artículo científico publicado en 2019

Standardization of RNA chemical mapping experiments

artículo científico publicado en 2014

Support vector machine based classification of 3-dimensional protein physicochemical environments for automated function annotation ⬇️

artículo científico publicado el 14 de octubre de 2010

The Message Passing Neural Networks for Chemical Property Prediction on SMILES

scientific article published on 20 May 2020

The use of exome genotyping to predict pathological Gleason score upgrade after radical prostatectomy in low-risk prostate cancer patients

artículo científico publicado en 2014

Training IBM Watson using Automatically Generated Question-Answer Pairs ⬇️

artículo científico publicado en 2016

Transfer Learning for Deep Learning on Graph-Structured Data

artículo científico publicado en 2017

Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming

artículo científico publicado en 2012

Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis and beyond

artículo científico

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Unit based on Homopolymer Compaction

artículo científico publicado en 2016

vHoT: a database for predicting interspecies interactions between viral microRNA and host genomes ⬇️

artículo científico publicado el 8 de diciembre de 2011

Lista de obras de

65‐2: A Light and Fast Branched Neural Network using Perceptual Optimization for High‐Quality Visual Restoration of UDC images

A clinicogenetic model to predict lymph node invasion by use of genome-based biomarkers from exome arrays in prostate cancer patients

A genetic variant in SLC28A3, rs56350726, is associated with progression to castration-resistant prostate cancer in a Korean population with metastatic prostate cancer

A robust peak detection method for RNA structure inference by high-throughput contact mapping

An application of zero-suppressed binary decision diagrams to clustering analysis of DNA microarray data

AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data

Application of maximin correlation analysis to classifying protein environments for function prediction

Automated band annotation for RNA structure probing experiments with numerous capillary electrophoresis profiles

Blood Pressure Prediction by a Smartphone Sensor using Fully Convolutional Networks

CASPER: context-aware scheme for paired-end reads from high-throughput amplicon sequencing

Can the prostate risk calculator based on Western population be applied to Asian population?

Changes in Lesional and Non-lesional Skin Microbiome During Treatment of Atopic Dermatitis

Clustering protein environments for function prediction: finding PROSITE motifs in 3D

Co-clustering: a versatile tool for data analysis in biomedical informatics

Comprehensive ensemble in QSAR prediction for drug discovery

Computational identification of microRNAs and their targets

Constructing Accurate Contact Maps for Hydroxyl-Radical-Cleavage-Based High-Throughput RNA Structure Inference ⬇️

Correction to: HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment.

Correction: A genetic variant in SLC28A3, rs56350726, is associated with progression to castration-resistant prostate cancer in a Korean population with metastatic prostate cancer

DNA Steganalysis Using Deep Recurrent Neural Networks

DUDE-Seq: Fast, flexible, and robust denoising for targeted amplicon sequencing

Deduplication in SSDs: Model and quantitative analysis

Deep Recurrent Neural Network-Based Identification of Precursor microRNAs ⬇️

Deep learning based low-cost high-accuracy diagnostic framework for dementia using comprehensive neuropsychological assessment profiles

Deep learning improves prediction of CRISPR-Cpf1 guide RNA activity

Deep learning in bioinformatics

Development and External Validation of the Korean Prostate Cancer Risk Calculator for High-Grade Prostate Cancer: Comparison with Two Western Risk Calculators in an Asian Cohort

Development and validation of a next-generation sequencing-based multigene assay to predict the prognosis of estrogen receptor-positive, HER2-negative breast cancer

Discovering coherent biclusters from gene expression data using zero-suppressed binary decision diagrams.

E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations

Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes

End-to-End Representation Learning for Chemical-Chemical Interaction Prediction

Enhanced pClustering and its applications to gene expression data

Ensemble learning can significantly improve human microRNA target prediction.

Entropy-based analysis and bioinformatics-inspired integration of global economic information transfer

Exome-based genome-wide association study and risk assessment using genetic risk score to prostate cancer in the Korean population

Exploiting binary abstractions in deciphering gene interactions

Finding co-clusters of genes and clinical parameters

GPU-based acceleration of an RNA tertiary structure prediction algorithm

Genetic risk score to predict biochemical recurrence after radical prostatectomy in prostate cancer: prospective cohort study

Genome-wide detection of allelic genetic variation to predict advanced-stage prostate cancer after radical prostatectomy using an exome SNP chip

Genome-wide detection of allelic genetic variation to predict biochemical recurrence after radical prostatectomy among prostate cancer patients using an exome SNP chip

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search ⬇️

Got target? Computational methods for microRNA target prediction and their extension

HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment

HiTRACE-Web: an online tool for robust analysis of high-throughput capillary electrophoresis

HiTRACE: high-throughput robust analysis for capillary electrophoresis

High-throughput analysis of the activities of xCas9, SpCas9-NG and SpCas9 at matched and mismatched target sequences in human cells

How Generative Adversarial Networks and Their Variants Work

Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator

In-depth analysis of interrelation between quality scores and real errors in Illumina reads

Initial Biopsy Outcome Prediction in Korean Patients-Comparison of a Noble Web-based Korean Prostate Cancer Risk Calculator versus Prostate-specific Antigen Testing ⬇️

Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks

LncRNAnet: long non-coding RNA identification using deep learning

MP37-08 USING THE CLINICO-GENETIC MODEL FOR PREDICTING LYMPH NODE INVASION BY GENOME-BASED BIOMARKERS FROM EXOME ARRAY AMONG PROSTATE CANCER PATIENTS

MUGAN: Multi-GPU accelerated AmpliconNoise server for rapid microbial diversity assessment

Machine learning methods and systems for data-driven discovery in biomedical informatics.

Machine learning-based identification of endogenous cellular microRNA sponges against viral microRNAs

Macro and small over micro: macromolecules and small molecules that regulate microRNAs

Massively parallel energy space exploration for uncluttered visualization of vascular structures

Mining Gene Sets for Measuring Similarities

NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity ⬇️

Neural Universal Discrete Denoiser ⬇️

Nonlinear preprocessing method for detecting peaks from gas chromatograms

Predicting the efficiency of prime editing guide RNAs in human cells

Prediction and Analysis of Human microRNA Regulatory Modules

Prediction of pathologic femoral fractures in patients with lung cancer using machine learning algorithms: Comparison of computed tomography-based radiological features with clinical features versus without clinical features.

Prediction of regulatory modules comprising microRNAs and target genes

Prediction of the sequence-specific cleavage activity of Cas9 variants

RNA design rules from a massive open laboratory

Robust classification of DNA damage patterns in single cell gel electrophoresis

Sequence-specific prediction of the efficiencies of adenine and cytosine base editors

SpCas9 activity prediction by DeepSpCas9, a deep learning-based model with high generalization performance

Standardization of RNA chemical mapping experiments

Support vector machine based classification of 3-dimensional protein physicochemical environments for automated function annotation ⬇️

The Message Passing Neural Networks for Chemical Property Prediction on SMILES

The use of exome genotyping to predict pathological Gleason score upgrade after radical prostatectomy in low-risk prostate cancer patients

Training IBM Watson using Automatically Generated Question-Answer Pairs ⬇️

Transfer Learning for Deep Learning on Graph-Structured Data