List of works - Juan M. Banda

A Comprehensive Study of iDistance Partitioning Strategies for kNN Queries and High-Dimensional Data Indexing

A Large-Scale COVID-19 Twitter Chatter Dataset for Open Scientific Research—An International Collaboration

scientific article published in 2021

A curated and standardized adverse drug event resource to accelerate drug safety research

scientific article

A large-scale COVID-19 Twitter chatter dataset for open scientific research -- an international collaboration

scientific article published on 07 April 2020

A large-scale solar dynamics observatory image dataset for computer vision applications

scientific article

A large-scale solar image dataset with labeled event regions

ACE: the Advanced Cohort Engine for searching longitudinal patient records

scientific article

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

scientific article published on 23 May 2018

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

scientific article published on 26 April 2020

Assessing the potential impact of vector-borne disease transmission following heavy rainfall events: a mathematical framework

scientific article published on 24 June 2019

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin

scientific article published on 03 August 2018

Big Data New Frontiers: Mining, Search and Management of Massive Repositories of Solar Image Data and Solar Events

article by Juan M. Banda et al published 2014 in Advances in Intelligent Systems and Computing

Changes in Public Response Associated With Various COVID-19 Restrictions in Ontario, Canada: Observational Infoveillance Study Using Social Media Time Series Data

scientific article published on 25 August 2021

Characterizing treatment pathways at scale using the OHDSI network

scientific article

Clinical decision support tool for phototherapy initiation in preterm infants

scientific article published on 13 August 2020

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

scientific article published on 06 October 2020

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

scientific article published on 06 May 2020

Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network

scientific article

Extending Achilles Heel Data Quality Tool with New Rules Informed by Multi-Site Data Quality Comparison

scientific article published on 01 August 2019

Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned

Feasibility of Prioritizing Drug-Drug-Event Associations Found in Electronic Health Records

scientific article

Finding missed cases of familial hypercholesterolemia in health systems using machine learning

scientific article published on 11 April 2019

Fully connecting the Observational Health Data Science and Informatics (OHDSI) initiative with the world of linked open data

scientific article published on 11 June 2019

Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records.

scientific article

Image retrieval on compressed images: Can we tell the difference?

Large-Scale Region-Based Multimedia Retrieval for Solar Images

article

Learning statistical models of phenotypes using noisy labeled training data

scientific article

Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations

Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data ⬇️

article published in 2018

Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data

On Using SIFT Descriptors for Image Parameter Evaluation

On the effectiveness of fuzzy clustering as a data discretization technique for large-scale classification of solar images

article published in 2009

On the surprisingly accurate transfer of image parameters between medical and solar images

article

Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data

scientific article published on 21 October 2019

Provenance-Centered Dataset of Drug-Drug Interactions

scientific article published at ISWC 2015

Region-Based Querying of Solar Data Using Descriptor Signatures

article published in 2013

Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network

scientific article

Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: a multinational network cohort study

scientific article published on 25 December 2020

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study

scientific article published on 21 August 2020

Scalable Electronic Phenotyping For Studying Patient Comorbidities

scientific article published on 05 December 2018

Scalable solar image Retrieval with Lucene

Selection of Image Parameters as the First Step towards Creating a CBIR System for the Solar Dynamics Observatory

article

Social Media Mining Toolkit (SMMT)

scientific article published on 15 June 2020

Solar Event Classification Using Deep Convolutional Neural Networks

scholarly article by Ahmet Kucuk et al published 2017 in Lecture Notes in Computer Science

Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions

Spatiotemporal Co-occurrence Rules

Ten simple rules to run a successful BioHackathon

scientific article published on 07 May 2020

Unsupervised Learning Techniques for Detection of Regions of Interest in Solar Images

Using weak supervision to generate training datasets from social media data: a proof of concept to identify drug mentions

scientific article published on 29 October 2021

When Too Similar Is Bad: A Practical Example of the Solar Dynamics Observatory Content-Based Image-Retrieval System

article

List of works by Juan M. Banda

A Comprehensive Study of iDistance Partitioning Strategies for kNN Queries and High-Dimensional Data Indexing

A Large-Scale COVID-19 Twitter Chatter Dataset for Open Scientific Research—An International Collaboration

A curated and standardized adverse drug event resource to accelerate drug safety research

A large-scale COVID-19 Twitter chatter dataset for open scientific research -- an international collaboration

A large-scale solar dynamics observatory image dataset for computer vision applications

A large-scale solar image dataset with labeled event regions

ACE: the Advanced Cohort Engine for searching longitudinal patient records

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

Assessing the potential impact of vector-borne disease transmission following heavy rainfall events: a mathematical framework

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin

Big Data New Frontiers: Mining, Search and Management of Massive Repositories of Solar Image Data and Solar Events

Changes in Public Response Associated With Various COVID-19 Restrictions in Ontario, Canada: Observational Infoveillance Study Using Social Media Time Series Data

Characterizing treatment pathways at scale using the OHDSI network

Clinical decision support tool for phototherapy initiation in preterm infants

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network

Extending Achilles Heel Data Quality Tool with New Rules Informed by Multi-Site Data Quality Comparison

Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned

Feasibility of Prioritizing Drug-Drug-Event Associations Found in Electronic Health Records

Finding missed cases of familial hypercholesterolemia in health systems using machine learning

Fully connecting the Observational Health Data Science and Informatics (OHDSI) initiative with the world of linked open data

Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records.

Image retrieval on compressed images: Can we tell the difference?

Large-Scale Region-Based Multimedia Retrieval for Solar Images

Learning statistical models of phenotypes using noisy labeled training data

Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations

Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data ⬇️

Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data

On Using SIFT Descriptors for Image Parameter Evaluation

On the effectiveness of fuzzy clustering as a data discretization technique for large-scale classification of solar images

On the surprisingly accurate transfer of image parameters between medical and solar images

Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data

Provenance-Centered Dataset of Drug-Drug Interactions

Region-Based Querying of Solar Data Using Descriptor Signatures

Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network

Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: a multinational network cohort study

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study

Scalable Electronic Phenotyping For Studying Patient Comorbidities

Scalable solar image Retrieval with Lucene

Selection of Image Parameters as the First Step towards Creating a CBIR System for the Solar Dynamics Observatory

Social Media Mining Toolkit (SMMT)

Solar Event Classification Using Deep Convolutional Neural Networks

Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions

Spatiotemporal Co-occurrence Rules

Ten simple rules to run a successful BioHackathon

Unsupervised Learning Techniques for Detection of Regions of Interest in Solar Images

Using weak supervision to generate training datasets from social media data: a proof of concept to identify drug mentions

When Too Similar Is Bad: A Practical Example of the Solar Dynamics Observatory Content-Based Image-Retrieval System