List of works - Szymon Wilk

2020 Canadian Spine Society Abstracts

scientific article published on 28 July 2020

A Comparison of Two Approaches to Data Mining from Imbalanced Data

A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care

article

A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams

scientific article

A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team

scientific article published on January 2015

A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department ⬇️

scientific article published on December 12, 2012

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children

article

A constraint satisfaction approach to data-driven implementation of clinical practice guidelines.

scientific article

Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow

article

An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team

scientific article published on 07 January 2020

Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study

Automatic indexing and retrieval of encounter-specific evidence for point-of-care support

scientific article

Benchmarking PySyft Federated Learning Framework on MIMIC-III Dataset

scientific article published on 18 August 2021

Classification with test costs and background knowledge

Clinical practice guidelines and comorbid diseases: a MiniZinc representation of guideline models for mitigating adverse interactions.

scientific article published in January 2013

Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department.

scientific article published on 07 August 2013

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines

scientific article published on 7 December 2016

Decision Making by Emergency Room Physicians and Residents

Designing man–machine interactions for mobile clinical systems: MET triage support using Palm handhelds

Difficulty Factors and Preprocessing in Imbalanced Data Sets: An Experimental Study on Artificial Data

Engineering of a clinical decision support framework for the point of care use.

scientific article published on 6 November 2008

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences

scientific article

Expanding usability analysis with intrinsic motivation concepts to learn about CDSS adoption: a case study

article published in 2014

First-order logic theory for manipulating clinical practice guidelines applied to comorbid patients: a case study

scientific article published on 14 November 2014

Hypothesis-Driven Interactive Classification Based on AVO

IIvotes ensemble for imbalanced data

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management

article

Implementing an integrative multi-agent clinical decision support system with open source software

scientific article published on 18 March 2010

Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call

scientific article published on 16 July 2019

Is There a Consensus when Physicians Evaluate the Relevance of Retrieved Systematic Reviews?

scientific article published on 4 March 2016

Learning the preferences of physicians for the organization of result lists of medical evidence articles.

scientific article

MET system: a new approach to m-health in emergency triage.

scientific article published in January 2004

MET3-AE system to support management of pediatric asthma exacerbation in the emergency department

scientific article published on January 1, 2010

MET3: AN INTEGRATIVE OPEN SOURCE BASED MULTI-AGENT CLINICAL DECISION SUPPORT SYSTEM

MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams

article

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming.

scientific article published on 30 January 2013

Mobile clinical support system for pediatric emergencies

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers.

scientific article

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain

scientific article published on 22 February 2007

Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming ⬇️

scientific article published on October 22, 2011

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence

scholarly article by Monica Anderson et al published 2 October 2017 in AI Magazine

Sequential Classification by Exploring Levels of Abstraction

Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management

scientific article published on 05 December 2018

Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM

article

Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions

Using PICO to align medical evidence with MDs decision making models

scientific article published on January 2013

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data

article

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System

scientific article

Using a Bayesian belief network model to categorize length of stay for radical prostatectomy patients.

scientific article published in November 2006

List of works by Szymon Wilk

2020 Canadian Spine Society Abstracts

A Comparison of Two Approaches to Data Mining from Imbalanced Data

A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care

A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams

A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team

A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department ⬇️

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children

A constraint satisfaction approach to data-driven implementation of clinical practice guidelines.

Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow

An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team

Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study

Automatic indexing and retrieval of encounter-specific evidence for point-of-care support

Benchmarking PySyft Federated Learning Framework on MIMIC-III Dataset

Classification with test costs and background knowledge

Clinical practice guidelines and comorbid diseases: a MiniZinc representation of guideline models for mitigating adverse interactions.

Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department.

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines

Decision Making by Emergency Room Physicians and Residents

Designing man–machine interactions for mobile clinical systems: MET triage support using Palm handhelds

Difficulty Factors and Preprocessing in Imbalanced Data Sets: An Experimental Study on Artificial Data

Engineering of a clinical decision support framework for the point of care use.

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences

Expanding usability analysis with intrinsic motivation concepts to learn about CDSS adoption: a case study

First-order logic theory for manipulating clinical practice guidelines applied to comorbid patients: a case study

Hypothesis-Driven Interactive Classification Based on AVO

IIvotes ensemble for imbalanced data

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management

Implementing an integrative multi-agent clinical decision support system with open source software

Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call

Is There a Consensus when Physicians Evaluate the Relevance of Retrieved Systematic Reviews?

Learning the preferences of physicians for the organization of result lists of medical evidence articles.

MET system: a new approach to m-health in emergency triage.

MET3-AE system to support management of pediatric asthma exacerbation in the emergency department

MET3: AN INTEGRATIVE OPEN SOURCE BASED MULTI-AGENT CLINICAL DECISION SUPPORT SYSTEM

MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming.

Mobile clinical support system for pediatric emergencies

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers.

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain

Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming ⬇️

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence

Sequential Classification by Exploring Levels of Abstraction

Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management

Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM

Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions

Using PICO to align medical evidence with MDs decision making models

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System

Using a Bayesian belief network model to categorize length of stay for radical prostatectomy patients.