Mark Dras

Mark Dras

Macquarie University

H-index: 33

Oceania-Australia

About Mark Dras

Mark Dras, With an exceptional h-index of 33 and a recent h-index of 23 (since 2020), a distinguished researcher at Macquarie University,

His recent articles reflect a diverse array of research interests and contributions to the field:

Elemental psychopathology: Distilling constituent symptoms and patterns of repetition in the diagnostic criteria of the DSM-5

Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge

Trends in Opioid Medication Adherence During the COVID-19 Pandemic: Retrospective Cohort Study

Capturing and Predicting User Frustration to Support a Smart Operating System

Temporally Rich Deep Learning Models for Magnetoencephalography

Differential Diagnosis of Borderline Personality Disorder: Machine Learning Models of Subjective Experiences

Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection

Embodied conversational agents for health: a comparison of empathic versus neutral dialogue

Mark Dras Information

University

Position

Associate Professor of Computing

Citations(all)

3463

Citations(since 2020)

1600

Cited By

2321

hIndex(all)

33

hIndex(since 2020)

23

i10Index(all)

89

i10Index(since 2020)

43

Email

University Profile Page

Macquarie University

Google Scholar

View Google Scholar Profile

Top articles of Mark Dras

Title

Journal

Author(s)

Publication Date

Elemental psychopathology: Distilling constituent symptoms and patterns of repetition in the diagnostic criteria of the DSM-5

Psychological Medicine

Miriam K Forbes

Bryan Neo

Omid Mohamed Nezami

Eiko I Fried

Katherine Faure

...

2024/4

Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge

arXiv preprint arXiv:2402.19334

Ansh Arora

Xuanli He

Maximilian Mozes

Srinibas Swain

Mark Dras

...

2024/2/29

Trends in Opioid Medication Adherence During the COVID-19 Pandemic: Retrospective Cohort Study

JMIR Public Health and Surveillance

Amir Marashi

David Warren

Gary Call

Mark Dras

2023/9/1

Capturing and Predicting User Frustration to Support a Smart Operating System

Sepideh Goodarzy

Eric Keller

Maziyar Nazari

Eric Rozner

Richard Han

...

2023/3/27

Temporally Rich Deep Learning Models for Magnetoencephalography

Transactions on Machine Learning Research

Tim Chard

Mark Dras

Paul Sowman

Steve Cassidy

Jia Wu

2023/8/24

Differential Diagnosis of Borderline Personality Disorder: Machine Learning Models of Subjective Experiences

Adam Horvath

Mark Dras

Miriam K Forbes

2023/3/17

Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection

Haolong Xiang

Xuyun Zhang

Mark Dras

Amin Beheshti

Wanchun Dou

...

2023/12/1

Embodied conversational agents for health: a comparison of empathic versus neutral dialogue

Games for Change Asia-Pacific Journal

Sana Salman

Deborah Richards

Mark Dras

2023

Optiforest: Optimal isolation forest for anomaly detection

arXiv preprint arXiv:2306.12703

Haolong Xiang

Xuyun Zhang

Hongsheng Hu

Lianyong Qi

Wanchun Dou

...

2023/6/22

Identifying Which Relational Cues Users Find Helpful to Allow Tailoring of e-Coach Dialogues

Multimodal Technologies and Interaction

Sana Salman

Deborah Richards

Mark Dras

2023/10/2

How do People Perceive Collaborative Conversational Agents?

Proceedings of the Annual Meeting of the Cognitive Science Society

James Simpson

Patrick Nalepka

Hamish Stening

Mark Dras

Rachel W Kallen

...

2023

Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review

David Fraile Navarro

Kiran Ijaz

Dana Rezazadegan

Hania Rahimi-Ardabili

Mark Dras

...

2023/6/5

What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples

arXiv preprint arXiv:2309.10916

Shakila Mahjabin Tonni

Mark Dras

2023/9/19

Collaboration, not confrontation: Understanding general practitioners’ attitudes towards natural language and text automation in clinical practice

ACM Transactions on Computer-Human Interaction

David Fraile Navarro

A Baki Kocaballi

Mark Dras

Shlomo Berkovsky

2023/4/13

Few-shot fine-tuning SOTA summarization models for medical dialogues

David Fraile Navarro

Mark Dras

Shlomo Berkovsky

2022/7

Directional Privacy for Deep Learning

arXiv preprint arXiv:2211.04686

Pedro Faustini

Natasha Fernandes

Shakila Tonni

Annabelle McIver

Mark Dras

2022/11/9

Augmentation of electronic medical record data for deep learning

Georgina Kennedy

Mark Dras

Blanca Gallego

2022/6/6

DesertWoZ: A Wizard of Oz Environment to Support the Design of Collaborative Conversational Agents

James Simpson

Hamish Stening

Patrick Nalepka

Mark Dras

Erik D Reichle

...

2022/11/8

Gauging situation awareness by the complexity of personnel movement

Journal of Science and Medicine in Sport

Patrick Nalepka

Hamish Stening

James Simpson

Rachel W Kallen

Mark Dras

...

2022/5/1

Conversation dynamics in a multiplayer video game with knowledge asymmetry

Frontiers in Psychology

James Simpson

Patrick Nalepka

Rachel W Kallen

Mark Dras

Erik D Reichle

...

2022/11/3

See List of Professors in Mark Dras University(Macquarie University)