Scott McLachlan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 34

Top Topics

Probabilistic Modeling

Bayesian Networks

Top Venues

Artif. Intell. Medicine

BIOSTEC (Selected Papers)

Publications

Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grossan, Martin Neil, Louise Rose, Norman E. Fenton
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales. BIOSTEC (2) (2024)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Lisa C. Webley
Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process. Artif. Intell. Law 31 (1) (2023)
Scott McLachlan
How might Driver Licensing and Vehicle Registration evolve if we adopt Autonomous Cars and Digital Identification? CoRR (2022)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Burkhard Schafer
The Self-Driving Car: Crossroads at the Bleeding Edge of Artificial Intelligence and Law. CoRR (2022)
Scott McLachlan, Martin Neil, Kudakwashe Dube, Ronny Bogani, Norman E. Fenton, Burkhard Schafer
Smart automotive technology adherence to the law: (de)constructing road rules for autonomous system development, verification and safety. Int. J. Law Inf. Technol. 29 (4) (2022)
Scott McLachlan, Kudakwashe Dube, Burkhard Schafer, Anthony Gillespie, Norman E. Fenton
The Chaotic State of UK Drone Regulation. CoRR (2022)
Scott McLachlan, Martin Neil, Kudakwashe Dube, Ronny Bogani, Norman E. Fenton, Burkhard Schafer
Smart Automotive Technology Adherence to the Law: (De)Constructing Road Rules for Autonomous System Development, Verification and Safety. CoRR (2021)
Mariana R. Neves, Bridget J. Daley, Graham A. Hitman, Mohammed S. B. Huda, Scott McLachlan, Sarah Finer, William Marsh
Causal Dynamic Bayesian Networks for the Management of Glucose Control in Gestational Diabetes. ICHI (2021)
Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Ali Fahmi, Mariana Raniere Neves, William Marsh, Scott McLachlan
Bayesian networks in healthcare: What is preventing their adoption? Artif. Intell. Medicine 116 (2021)
Scott McLachlan, Lisa Webley
Visualisation of law and legal Process: An opportunity missed. Inf. Vis. 20 (2-3) (2021)
Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana R. Neves, Ali Fahmi, Norman E. Fenton
A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future. Artif. Intell. Medicine 117 (2021)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Lisa Webley
Lawmaps: Enabling Legal AI development through Visualisation of the Implicit Structure of Legislation and Lawyerly Process. CoRR (2020)
Scott McLachlan, Kudakwashe Dube, Graham A. Hitman, Norman E. Fenton, Evangelia Kyrimi
Bayesian Networks in Healthcare: Distribution by Medical Condition. CoRR (2020)
Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham A. Hitman, Magda Osman, Evangelia Kyrimi, Martin Neil, Norman E. Fenton
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing? CoRR (2020)
Scott McLachlan, Lisa Webley
Visualisation of Law and Legal Process: An Opportunity Missed. CoRR (2020)
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton
Medical idioms for clinical Bayesian network development. J. Biomed. Informatics 108 (2020)
Scott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton
Real-time Online Probabilistic Medical Computation using Bayesian Networks. ICHI (2020)
Ali Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott McLachlan, Frances Humby, William Marsh, Costantino Pitzalis
Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis. ICHI (2020)
Scott McLachlan, Evangelia Kyrimi, Bridget J. Daley, Kudakwashe Dube, Max Marsden, Sarah Finer, Graham A. Hitman, Norman E. Fenton
Incorporating Clinical Decisions into Standardised Caremaps. ICHI (2020)
Evangelia Kyrimi, Scott McLachlan, Kudakwashe Dube, Mariana R. Neves, Ali Fahmi, Norman E. Fenton
A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future. CoRR (2020)
Bridget J. Daley, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton, Graham A. Hitman, Scott McLachlan
Data Visualisation in Midwifery: The Challenge of Seeing what Datasets Hide. MIE (2020)
Scott McLachlan, Evangelia Kyrimi, Norman E. Fenton
Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden. CoRR (2020)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Graham A. Hitman, Jennifer A. Simmonds, Norman E. Fenton
Towards standardisation of evidence-based clinical care process specifications. Health Informatics J. 26 (4) (2020)
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton
Medical idioms for clinical Bayesian network development. CoRR (2020)
Kudakwashe Dube, Scott McLachlan, Ngonidzashe Zanamwe, Evangelia Kyrimi, Jasmine S. Thomson, Norman E. Fenton
Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies. GHTC (2020)
Scott McLachlan
Predicted by Orwell: A discourse on the gradual shift in electronic surveillance law. CoRR (2020)
Scott McLachlan, Kudakwashe Dube, Graham A. Hitman, Norman E. Fenton, Evangelia Kyrimi
Bayesian networks in healthcare: Distribution by medical condition. Artif. Intell. Medicine 107 (2020)
Scott McLachlan
Health Information Standardisation as a basis for Learning Health Systems. CoRR (2020)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton
Standardising Clinical Caremaps: Model, Method and Graphical Notation for Caremap Specification. BIOSTEC (Selected Papers) (2019)
Scott McLachlan, Evangelia Kyrimi, Kudakwashe Dube, Norman E. Fenton
Clinical Caremap Development: How Can Caremaps Standardise Care When They Are Not Standardised? HEALTHINF (2019)
Scott McLachlan, Kudakwashe Dube, Thomas Gallagher, Jennifer A. Simmonds, Norman E. Fenton
Realistic Synthetic Data Generation: The ATEN Framework. BIOSTEC (Selected Papers) (2018)
Jason A. Walonoski, Mark Kramer, Joseph Nichols, Andre Quina, Chris Moesel, Dylan Hall, Carlton Duffett, Kudakwashe Dube, Thomas Gallagher, Scott McLachlan
Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record. J. Am. Medical Informatics Assoc. 25 (3) (2018)
Scott McLachlan, Kudakwashe Dube, Thomas Gallagher, Bridget Daley, Jason Walonoski
The ATEN Framework for Creating the Realistic Synthetic Electronic Health Record. HEALTHINF (2018)
Scott McLachlan, Kudakwashe Dube, Thomas Gallagher
Using the CareMap with Health Incidents Statistics for Generating the Realistic Synthetic Electronic Healthcare Record. ICHI (2016)
Scott McLachlan, Kudakwashe Dube, Thomas Gallagher, Jennifer A. Simmonds
Supporting Preliminary Decisions on Patient Requests for Access to Health Records: An Integrated Ethical and Legal Framework. ICHI (2015)