Health Equity and AI Lab

Publications

Selected publications from HEAL Lab members.

Jointly Trained Automation of Explainable Construction Material Knowledge

A Fisher, L Moreira, M Billah, P Lingras, V Mago

Expert Systems 43 (3), e70209, 2026

From Structured Data to Text Understanding: Machine Learning and Natural Language Processing for Healthcare Intelligence

A Fisher, N Neveditsin, V Mago

Shaping AI: Ethics, Society, and the Future of Technology, 11-21, 2026

Reimagining psychiatric care with agentic AI: promise, challenges, and a roadmap forward

D Sharma, S Meshkat, A Perivolaris, MA Kamaleddin, BG Teferra, ...

npj Digital Medicine 9 (1), 252, 2026

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports

N Neveditsin, P Lingras, S Patil, S Patil, VK Mago

Proceedings of the 19th Conference of the European Chapter of the …, 2026

Encampments in Thunder Bay, Ontario: Characteristics, Needs, and Community-Based Approaches to Reduce Homelessness and Encampments

P Fu, A Wilkinson, V Mago, B Krysowaty, R Schiff

Canadian Planning and Policy / Aménagement et politique au Canada 2026 (1 …, 2026

Extracting 3D Features From 2D Images Using Artificial Intelligence: A Survey

A Fisher, A Pillai, P Lingras, V Mago

2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2025

HEAL-Summ: a lightweight and ethical framework for accessible summarization of health information

A Fisher, K Srinivasan, S Hillier, V Mago

Frontiers in Public Health 13, 1619274, 2025

Building image reconstruction and dimensioning of the envelope from two-dimensional perspective drawings

A Fisher, L Moreira, M Billah, P Lingras, V Mago

Engineering Applications of Artificial Intelligence 139, 109657, 2025

Assamese Society Through the Lens of Cultural Neuroscience

D Borthakur

ALOK https://www.alokassamesejournal.com/current-issue 16 (16), 82-88, 2025

Identifying Proposers’ Behavioral Patterns in Human-AI Economic Interactions

D Borthakur, H Ahmad, JE Plaks

2025 IEEE International Conference on Future Machine Learning and Data …, 2025

Inequity aversion toward AI counterparts

D Borthakur, P Diep, JE Plaks

Scientific Reports 15 (1), 37916, 2025

Characterizing the services provided by family physicians in Ontario, Canada: A retrospective study using administrative billing data

DW Savage, A Garg, S Choudhury, R Strasser, R Ohle, V Mago

Plos one 20 (1), e0316554, 2025

Enhancing cardiopulmonary resuscitation quality using a smartwatch: neural network approach for algorithm development and validation

G Rao, DW Savage, G Erickson, N Kyryluk, P Lingras, V Mago

JMIR mHealth and uHealth 13, e57469, 2025

The association between occupational silica exposure and leukemia: a systematic review and meta-analysis of cohort studies

J Shao, S Wang, H Cheng, P Fu, X Zhang

BMC Public Health 25 (1), 2180, 2025

Artificial Intelligence (AI) in Patient–Healthcare Relationships: Psychosocial Perspective

MJ Saikia, D Borthakur

IEEE Access, 2025

Clinical insights: A comprehensive review of language models in medicine

N Neveditsin, P Lingras, V Mago

PLOS Digital Health 4 (5), e0000800, 2025

Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes

N Neveditsin, P Lingras, V Mago

ACL 2025 Student Research Workshop, 2025

Scalable Parameter-Light Spectral Method for Clustering Short Text Embeddings with a Cohesion-Based Evaluation Metric

N Neveditsin, P Lingras, V Mago

arXiv preprint arXiv:2511.19350, 2025

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models

N Neveditsin, P Lingras, VK Mago

In Proceedings of the 2025 Conference of the Nations of the Americas Chapter …, 2025

Community-driven approaches to homelessness enumeration: insights from the 2024 Point-in-Time (PiT) Count in Thunder Bay, Canada

P Fu, A Wilkinson, V Mago, R Schiff, A Fisher, R Frost, A Gregg, ...

Journal of Social Distress and Homelessness, 1-13, 2025

Intestinal bacterial dysbiosis and liver fibrosis in mice through gut‐liver Axis and NLRP3 inflammatory pathway caused by fine particulate matter

P Fu, M Zhang, L Bai, S Chen, W Chen, Z Li, J Yue, C Dong, R Li

Journal of Applied Toxicology 45 (6), 1030-1042, 2025

Bioinformatic identification of risk factors from an immunological viewpoint in idiopathic Parkinson's disease

Z Sun, P Fu, S Zhang, KKL Yung

Journal of Neurorestoratology 13 (2), 100177, 2025

PAAD: Panelization algorithm for architectural designs

A Fisher, X Tan, M Billah, P Lingras, J Huang, V Mago

PLoS One 19 (6), e0303646, 2024

Overcoming COPD Care Barriers in Northern Ontario with AI-A Perspective

A Ghahremani, N Neveditsin, A Siddiqui, V Mago

2024 34th International Conference on Collaborative Advances in Software and …, 2024

Narrating Causal Graphs with Large Language Models

A Phatak, VK Mago, A Agrawal, A Inbasekaran, PJ Giabbanelli

Hawaii International Conference on System Sciences, 2024

Toward fairness, accountability, transparency, and ethics in AI for social media and health care: scoping review

A Singhal, N Neveditsin, H Tanveer, V Mago

JMIR medical informatics 12 (1), e50048, 2024

GPT-4 as an X data annotator: Unraveling its performance on a stance classification task

CR Liyanage, R Gokani, V Mago

PloS one 19 (8), e0307741, 2024

Application of Operations Research methods in operating room scheduling-a short survey

G Rao, DW Savage, P Lingras, V Mago

2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2024

Occupational exposure to silica and risk of gastrointestinal cancers: a systematic review and meta-analysis of cohort studies

J Shao, P Fu, S Wang, H Cheng, X Zhang

International Archives of Occupational and Environmental Health 97 (3), 231-251, 2024

Study of Association between Embryo Growth Arrest (EGA) and Atmospheric Fine Particulate Matter Pollution (PM2. 5) and Spatial Metabolomics of Villi Derived from Pregnant Women

L Bai, P Fu, C Dong, Z Li, J Yue, X Li, Q Cao, Y Han, S Zhang, R Li

Journal of Hazardous Materials, 136833, 2024

Machine learning approach for music familiarity classification with single-channel eeg

N Kim, D Borthakur, MJ Saikia

2024 46th Annual International Conference of the IEEE Engineering in …, 2024

Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models

N Neveditsin, A Salgaonkar, P Lingras, V Mago

Proceedings of the 4th International Conference on Natural Language …, 2024

Associations between fine particulate matter and colorectal cancer: a systematic review and meta-analysis

P Fu, R Li, SCW Sze, KKL Yung

Reviews on Environmental Health 39 (3), 447-457, 2024

The association between fire smoke exposure and emergency department (ED) visits and hospital admissions (HA): A systematic review and meta-analysis

P Fu, V Mago

Heliyon 10 (19), e38024, 2024

Associations between people experiencing homelessness (PEH) and neurodegenerative disorders (NDDs): A systematic review and meta-analysis

P Fu, V Mago, R Schiff, B Krysowaty

Plos one 19 (10), e0312117, 2024

Automatic table detection and tabular data extraction from scanned documents

Y Amethiya, G Bajwa

International Conference on Frontiers of Intelligent Computing: Theory and …, 2024

Automating detection of drug-related harms on social media: machine learning framework

A Fisher, MM Young, D Payer, K Pacheco, C Dubeau, V Mago

Journal of medical internet research 25, e43630, 2023

Analyzing the Trends of Responses to COVID-19 Related Tweets from News Stations: An Analysis of Three Countries

A Fisher, R Sharma, V Mago

Artificial Intelligence for Personalized Medicine: Promoting Healthy Living …, 2023

Facilitating Learning Outcome Assessment- Development of New Datasets and Analysis of Pre-Trained Language Models

A Jindal, K Kainulainen, A Fisher, V Mago

Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD …, 2023

Facilitating learning outcome assessment–development of new datasets and analysis of pre-trained language models

A Jindal, K Kainulainen, A Fisher, V Mago

Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD …, 2023

Exploring how healthcare organizations use Twitter: a discourse analysis

A Singhal, V Mago

Informatics 10 (3), 65, 2023

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

C Liyanage, M Garg, V Mago, S Sohn

The 22nd Workshop on Biomedical Natural Language Processing and BioNLP …, 2023

Understanding why many people experiencing homelessness reported migrating to a small Canadian city: Machine learning approach with augmented data

CR Liyanage, V Mago, R Schiff, K Ranta, A Park, K Lovato-Day, E Agnor, ...

JMIR Formative Research 7, e43511, 2023

Yoga pose estimation using angle-based feature extraction

D Borthakur, A Paul, D Kapil, MJ Saikia

Healthcare 11 (24), 3133, 2023

A Survey on Technologies Used During out of Hospital Cardiac Arrest

G Rao, D Savage, V Mago, P Lingras

Proceedings of the 16th International Joint Conference on Biomedical …, 2023

NODDLE: Node2vec Based Deep Learning Model for Link Prediction

KZKA Singhal, V Mago

Big Data Technologies and Applications: 11th and 12th EAI International …, 2023

Assessing the impact of using Python to teach computational thinking for remote schools in a blended learning environment

LP Kamak, V Mago

International conference on human-computer interaction, 482-500, 2023

An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts

M Garg, A Shahbandegan, A Chadha, V Mago

Findings of the Association for Computational Linguistics: ACL 2023, 11960–11969, 2023

Application and Multi-dimensional Thinking of the 5R Principles in Green Eco-city Construction

P Fu, C Dong, KKL Yung

Cognitive Science 6 (2), 18-28, 2023

Staffing rural emergency departments in Ontario: The who, what and where

T Randle, A Garg, V Mago, S Choudhury, R Ohle, R Strasser, SW Moore, ...

Canadian Journal of Rural Medicine 28 (2), 73-81, 2023

BEAUT: An explainable deep learning model for agent-based populations with poor data

A Fisher, B Gajderowicz, E Latimer, T Aubry, V Mago

Knowledge-Based Systems 248, 108836, 2022

An ethical visualization of the NorthCOVID-19 model

A Fisher, N Patel, P Patel, P Patel, V Krishnankutty, V Bhat, P Valani, ...

PeerJ Computer Science 8, e980, 2022

Medical text simplification using reinforcement learning (teslea): Deep learning–based text simplification approach

A Phatak, DW Savage, R Ohle, J Smith, V Mago

JMIR Medical Informatics 10 (11), e38095, 2022

Developing a machine learning model to predict patient need for computed tomography imaging in the emergency department

A Shahbandegan, V Mago, A Alaref, CB van der Pol, DW Savage

PloS one 17 (12), e0278229, 2022

Synergy between public and private health care organizations during COVID-19 on Twitter: sentiment and engagement analysis using forecasting models

A Singhal, MK Baxi, V Mago

JMIR Medical Informatics 10 (8), e37829, 2022

Intent elicitation in dynamic and heterogeneous networks with imperfect information

B GAJDEROWICZ, M Vijay

US Patent App. 17/734,929, 2022

A survey on automated sarcasm detection on Twitter

B Moores, V Mago

arXiv preprint arXiv:2202.02516, 2022

Boosting and Stacking

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Data preprocessing

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine learning for practical decision making: a multidisciplinary …, 2022

Data Visualization

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Decision trees

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

K-Means

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

K-nearest neighbors

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Linear Regression

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Logistic regression

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine learning for practical decision making: A multidisciplinary …, 2022

Naïve Bayes

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Support vector machine

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Voting and Bagging

C El Morr, M Jammal, H Ali-Hassan, W El-Hallak

Machine Learning for Practical Decision Making: A Multidisciplinary …, 2022

Automating transfer credit assessment-a natural language processing-based approach

D Chandrasekaran, V Mago

Computers, Materials & Continua 73 (2), 2257–2274, 2022

AEDNav: indoor navigation for locating automated external defibrillator

G Rao, V Mago, P Lingras, DW Savage

BMC Medical Informatics and Decision Making 22 (Suppl 2), 159, 2022

Recent Advances in Social Data and Artificial Intelligence 2019

HM Srivastava

MDPI-Multidisciplinary Digital Publishing Institute, 2022

Associations between police lethal force errors, measures of diurnal and reactive cortisol, and mental health

JF Chan, PM Di Nota, K Planche, D Borthakur, JP Andersen

Psychoneuroendocrinology 142, 105789, 2022

Birds of prey: identifying lexical irregularities in spam on twitter

K Robinson, V Mago

Wireless Networks 28 (3), 1189-1196, 2022

CAMS: An Annotated Corpus for Causal Analysis of Mental Health Issues in Social Media Posts

M Garg, C Saxena, V Krishnan, R Joshi, S Saha, V Mago, BJ Dorr

Proceedings of the 13th Conference on Language Resources and Evaluation …, 2022

(Re) shaping online narratives: when bots promote the message of President Trump during his first impeachment

MC Galgoczy, A Phatak, D Vinson, VK Mago, PJ Giabbanelli

PeerJ Computer Science 8, e947, 2022

Resilience of political leaders and healthcare organizations during COVID-19

MK Baxi, J Philip, V Mago

PeerJ Computer Science 8, e1121, 2022

Studying topic engagement and synergy among candidates for 2020 US Elections

MK Baxi, R Sharma, V Mago

Social Network Analysis and Mining 12 (1), 136, 2022

Quantifying the Impact of Twitter Activity in Political Battlegrounds

MK Baxi, V Mago, Y Yang, G Randhawa, TEA de Oliveira

Lakehead University, 2022

An integrative analysis of miRNA and mRNA expression in the brains of Alzheimer's disease transgenic mice after real-world PM2. 5 exposure

P Fu, Y Zhao, C Dong, Z Cai, R Li, KKL Yung

Journal of Environmental Sciences 122, 25-40, 2022

Associations between indoor environment and lifestyles and sick building syndrome symptoms among adults in Taiyuan and Urumqi of China

P Fu, Z Zhao, D Norback, X Zhang, KKL Yung

Indoor Air 32 (7), e13081, 2022

Comparison of moderated and unmoderated remote usability sessions for web-based simulation software: A randomized controlled trial

P Khayyatkhoshnevis, S Tillberg, E Latimer, T Aubry, A Fisher, V Mago

International Conference on Human-Computer Interaction, 232-251, 2022

Comparative analysis of breast cancer detection using machine learning and biosensors

Y Amethiya, P Pipariya, S Patel, M Shah

Intelligent Medicine 2 (02), 69-81, 2022

Collision detection: An improved deep learning approach using senet and resnext

A Aditya, L Zhou, H Vachhani, D Chandrasekaran, V Mago

2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021

Predicting family physicians based on their practice using machine learning

A Garg, DW Savage, S Choudhury, V Mago

2021 IEEE International Conference on Big Data (Big Data), 4069-4077, 2021

Role of machine learning in medical research: A survey

A Garg, V Mago

Computer science review 40, 100370, 2021

How many costly simulations do we need to create accurate metamodels? a case study on predicting hiv viral load in response to clinically relevant intervention scenarios

CB Lutz, PJ Giabbanelli, A Fisher, VK Mago

2021 Annual Modeling and Simulation Conference (ANNSIM), 1-12, 2021

Comparative analysis of word embeddings in assessing semantic similarity of complex sentences

D Chandrasekaran, V Mago

IEEE Access 9, 166395-166408, 2021

Evolution of Semantic Similarity—A Survey

D Chandrasekaran, V Mago

ACM Computing Surveys (CSUR) 54 (2), 1-37, 2021

Using breath-like cues for guided breathing

G Marentakis, D Borthakur, P Batchelor, JP Andersen, V Grace

Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021

Identifying health related occupations of Twitter users through word embedding and deep neural networks

K Zainab, G Srivastava, V Mago

BMC bioinformatics 22 (Suppl 10), 630, 2021

Analysis of link prediction algorithms in hashtag graphs

L Praznik, MMA Qudar, C Mendhe, G Srivastava, V Mago

Big Data and Social Media Analytics: Trending Applications, 221-245, 2021

Validating optimal COVID-19 vaccine distribution models

M Emu, D Chandrasekaran, V Mago, S Choudhury

International Conference on Computational Science, 352-366, 2021

A machine learning approach to classify working memory load from optical neuroimaging data

MJ Saikia, S Kuanar, D Borthakur, M Vinti, T Tendhar

Optical Techniques in Neurosurgery, Neurophotonics, and Optogenetics 11629 …, 2021

ONSET: Opinion and Aspect Extraction System from Unlabelled Data

MMA Qudar, P Bhatia, V Mago

2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021

Response to Comment on “Association of Intestinal Disorders with Parkinson’s Disease and Alzheimer’s Disease: A Systematic Review and Meta-Analysis”

P Fu, KKL Yung

ACS Chemical Neuroscience 12 (4), 811-812, 2021

The association between PM2. 5 exposure and neurological disorders

P Fu, KKL Yung

Air pollution, climate, and health, 229-245, 2021

XSL• FO

P Ritvo, F Ahmad, C El Morr, M Pirbaglou, R Moineddin, MVC Team

JMIR 8 (1), e27160, 2021

Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects

PJ Giabbanelli, J Badham, B Castellani, H Kavak, V Mago, A Negahban, ...

2021 Annual Modeling and Simulation Conference (ANNSIM), 1-12, 2021

AdCOFE: Advanced Contextual Feature Extraction in conversations for emotion classification

V Bhat, A Yadav, S Yadav, D Chandrasekran, V Mago

PeerJ Computer Science 7 (e786), 2021

Predicting the resource needs and outcomes of computationally intensive biological simulations

A Fisher, B Adhikari, C Zhai, JE Morgan, VK Mago, PJ Giabbanelli

2020 spring simulation conference (springsim), 1-12, 2020

Tentnet: Deep learning tent detection algorithm using a synthetic training approach

A Fisher, EA Mohammed, V Mago

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020

Simulating the evolution of homeless populations in canada using modified deep q-learning (mdql) and modified neural fitted q-iteration (mnfq) algorithms

A Fisher, V Mago, E Latimer

IEEE Access 8, 92954-92968, 2020

A scalable platform to collect, store, visualize, and analyze big data in real time

CH Mendhe, N Henderson, G Srivastava, V Mago

IEEE Transactions on Computational Social Systems 8 (1), 260-269, 2020

Investigating the implications of COVID-19 for the rural and remote population of Northern Ontario using a mathematical model

DW Savage, A Fisher, S Choudhury, R Ohle, RP Strasser, A Orkin, ...

MedRxiv, 2020.09. 17.20196949, 2020

SURF: identifying and allocating resources during out-of-hospital cardiac arrest

G Rao, S Choudhury, P Lingras, D Savage, V Mago

BMC Medical Informatics and Decision Making 20 (Suppl 11), 313, 2020

Utilizing deep learning and graph mining to identify drug use on Twitter data

J Tassone, P Yan, M Simpson, C Mendhe, V Mago, S Choudhury

BMC Medical Informatics and Decision Making 20 (Suppl 11), 304, 2020

Utilizing deep learning to identify drug use on twitter data

J Tassone, P Yan, M Simpson, C Mendhe, V Mago, S Choudhury

arXiv preprint arXiv:2003.11522, 2020

Using Twitter for diabetes community analysis

KD Patel, K Zainab, A Heppner, G Srivastava, V Mago

Network Modeling Analysis in Health Informatics and Bioinformatics 9 (36), 1-16, 2020

The homophily principle in social network analysis

KZ Khanam, G Srivastava, V Mago

arXiv preprint arXiv:2008.10383, 2020

The homophily principle in social network analysis: A survey

KZ Khanam, G Srivastava, V Mago

Multimedia Tools and Applications 82 (6), 8811-8854, 2020

A survey on language models

M Qudar, V Mago

Association for Computing Machinery 1, 1-31, 2020

A summary of the prevalence of genetic algorithms in bioinformatics from 2015 onwards

M Swerhun, J Foley, B Massop, V Mago

arXiv preprint arXiv:2008.09017, 2020

Tweetbert: a pretrained language representation model for twitter text analysis

MMA Qudar, V Mago

arXiv preprint arXiv:2010.11091, 2020

A framework for social media data analytics using Elasticsearch and Kibana

N Shah, D Willick, V Mago

Wireless networks, 1-9, 2020

Assessing Canadians Health Activity and Nutritional Habits Through Social Media

N Shah, G Srivastava, DW Savage, V Mago

Frontiers in Public Health 7, 400, 2020

Causes of neurological disorders: associations of pm2. 5 exposure and intestinal disorders

P Fu

Hong Kong Baptist University, 2020

Air pollution and Alzheimer’s disease: a systematic review and meta-analysis

P Fu, KKL Yung

Journal of Alzheimer's Disease 77 (2), 701-714, 2020

Fine particulate matter aggravates intestinal and brain injury and affects bacterial community structure of intestine and feces in Alzheimer's disease transgenic mice

P Fu, L Bai, Z Cai, R Li, KKL Yung

Ecotoxicology and Environmental Safety 192, 110325, 2020

Smart city response to homelessness

P Khayyatkhoshnevis, S Choudhury, E Latimer, V Mago

IEEE Access 8, 11380-11392, 2020

A graph based approach to automate essay evaluation

R Bhatt, M Patel, G Srivastava, V Mago

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020

Determining sufficient volume of data for analysis with statistical framework

T Barot, G Srivastava, V Mago

International Conference on Industrial, Engineering and Other Applications …, 2020

Testing the causal map builder on Amazon Alexa

T Reddy, G Srivastava, V Mago

World Conference on Information Systems and Technologies, 449-461, 2020

MQTTg: An Android Implementation

A Fisher, G Srivastava, R Bryce

2019 42nd International Conference on Telecommunications and Signal …, 2019

Automating articulation: Applying natural language processing to post-secondary credit transfer

A Heppner, A Pawar, D Kivi, V Mago

IEEE Access 7, 48295-48306, 2019

Challenging the boundaries of unsupervised learning for semantic similarity

A Pawar, V Mago

IEEE Access 7, 16291-16308, 2019

Fuzzy C-means clustering and sonification of HRV features

D Borthakur, V Grace, P Batchelor, H Dubey, K Mankodiya

2019 IEEE/ACM International Conference on Connected Health: Applications …, 2019

Identifying and allocating resources during out of hospital cardiac arrest

G Rao, V Mago, DW Savage, R Beyer

2019 International Conference on Internet of Things (iThings) and IEEE Green …, 2019

A framework for automatic categorization of social data into medical domains

G Sharma, G Srivastava, V Mago

IEEE Transactions on Computational Social Systems 7 (1), 129-140, 2019

Green Communication Protocol with Geolocation

G Srivastava, A Fisher, R Bryce, J Crichigno

2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), 1-6, 2019

Syntactic, semantic and sentiment analysis: The joint effect on automated essay evaluation

HK Janda, A Pawar, S Du, V Mago

Ieee Access 7, 108486-108503, 2019

Analyzing use of Twitter by diabetes online community

KD Patel, A Heppner, G Srivastava, V Mago

Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019

Vertex-weighted measures for link prediction in hashtag graphs

L Praznik, G Srivastava, C Mendhe, V Mago

Proceedings of the 2019 IEEE/ACM international conference on advances in …, 2019

From associations to sarcasm: Mining the shift of opinions regarding the Supreme Court on twitter

M Sandhu, CD Vinson, VK Mago, PJ Giabbanelli

Online Social Networks and Media 14, 1-11, 2019

From social media to expert reports: The impact of source selection on automatically validating complex conceptual models of obesity

M Sandhu, PJ Giabbanelli, VK Mago

International Conference on Human-Computer Interaction, 434-452, 2019

Association of intestinal disorders with Parkinson’s disease and Alzheimer’s disease: a systematic review and meta-analysis

P Fu, M Gao, KKL Yung

ACS chemical neuroscience 11 (3), 395-405, 2019

The association between PM2. 5 exposure and neurological disorders: a systematic review and meta-analysis

P Fu, X Guo, FMH Cheung, KKL Yung

Science of the Total Environment 655, 1240-1248, 2019

Health-monitoring of pregnant women: Design requirements, and proposed reference architecture

S Kumar, Y Gupta, V Mago

2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2019

The artificial facilitator: guiding participants in developing causal maps using voice-activated technologies

T Reddy, PJ Giabbanelli, VK Mago

International Conference on Human-Computer Interaction, 111-129, 2019

Pregnancy health monitoring system based on biosignal analysis

Y Gupta, S Kumar, V Mago

2019 42nd international conference on telecommunications and signal …, 2019

Roles of glutamate receptors in Parkinson’s disease

Z Zhang, S Zhang, P Fu, Z Zhang, K Lin, JKS Ko, KKL Yung

International journal of molecular sciences 20 (18), 4391, 2019

Are we on the same learning curve: Visualization of semantic similarity of course objectives

A Pawar, S Budhiraja, D Kivi, V Mago

arXiv preprint arXiv:1804.06339, 2018

Similarity between learning outcomes from course objectives using semantic analysis, blooms taxonomy and corpus statistics

A Pawar, V Mago

arXiv preprint arXiv:1804.06333, 2018

Quantifying the Effects of Motor Tasks on Corticokinematic Coherence in Parkinson's Disease

D Borthakur

University of Rhode Island, 2018

SmartEAR: Smartwatch-based unsupervised learning for multi-modal signal analysis in opportunistic sensing framework

D Borthakur, A Peltier, H Dubey, JV Gyllinsky, K Mankodiya

Proceedings of the 2018 IEEE/ACM International Conference on Connected …, 2018

Advanced data analytics in health

PJ Giabbanelli, VK Mago, EI Papageorgiou

Springer, 2018

Fog assisted cloud computing in era of big data and internet-of-things: systems, architectures, and applications

RK Barik, H Dubey, C Misra, D Borthakur, N Constant, SA Sasane, ...

Cloud computing for optimization: foundations, applications, and challenges …, 2018

A Supervised Learning Approach For Heading Detection

S Singh Budhiraja, V Mago

arXiv e-prints, arXiv: 1809.01477, 2018

Extracting learning outcomes using machine learning and white space analysis

SS Budhiraja, V Mago

Proceedings of the 4th EAI International Conference on Smart Objects and …, 2018

Smart fog: Fog computing framework for unsupervised clustering analytics in wearable internet of things

D Borthakur, H Dubey, N Constant, L Mahler, K Mankodiya

2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017

Using open clinical data to create an embeddable prediction system for hospital stay

D Small, F Wali, CM Gibb, V Mago

International Conference on Computing, Analytics and Networks, 23-33, 2017

Fog computing in medical internet-of-things: architecture, implementation, and applications

H Dubey, A Monteiro, N Constant, M Abtahi, D Borthakur, L Mahler, Y Sun, ...

Handbook of large-scale distributed computing in smart healthcare, 281-321, 2017

Modeling information spread in polarized communities: Transitioning from legacy media to a Facebook world

I Patel, H Nguyen, E Belyi, Y Getahun, S Abdulkareem, PJ Giabbanelli, ...

SoutheastCon 2017, 1-8, 2017

Fog-assisted wiot: A smart fog gateway for end-to-end analytics in wearable internet of things

N Constant, D Borthakur, M Abtahi, H Dubey, K Mankodiya

arXiv preprint arXiv:1701.08680, 2017

Safernet: Safe transportation routing in the era of internet of vehicles and mobile crowd sensing

Q Liu, S Kumar, V Mago

2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC …, 2017

A fuzzy clustering method based on topology structure and ϵ-connectedness

V Mago, T Wu, V Dabbaghian

SoutheastCon 2017, 1-8, 2017

A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data

Z Dikopoulou, E Papageorgiou, V Mago, K Vanhoof

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017

Combining association rule mining and network analysis for pharmacosurveillance

E Belyi, PJ Giabbanelli, I Patel, NH Balabhadrapathruni, AB Abdallah, ...

The Journal of supercomputing 72 (5), 2014-2034, 2016

Building a cardiovascular disease predictive model using structural equation model & fuzzy cognitive map

M Singh, LM Martins, P Joanis, VK Mago

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1377-1382, 2016

Creating a predictive model for heart disease using Structural Equation Model & Fuzzy Cognitive Map

M Singh, MM Levi, P Joanis, VK Mago

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016

Finding trendsetters on yelp dataset

P Cervellini, AG Menezes, VK Mago

2016 IEEE symposium series on computational intelligence (SSCI), 1-7, 2016

Teaching computational modeling in the data science era

PJ Giabbanelli, VK Mago

Procedia Computer Science 80, 1968-1977, 2016

Special issue on intelligent healthcare systems

VK Mago, PJ Giabbanelli

Journal of Intelligent Systems 25 (1), 1, 2016

Gradient: a user-centric lightweight smartphone based standalone fall detection system

A Bhatia, S Kumar, VK Mago

Portuguese Conference on Artificial Intelligence, 67-78, 2015

A comprehensive model of spread of malaria in humans and mosquitos

A Turner, C Jung, P Tan, S Gotika, V Mago

SoutheastCon 2015, 1-6, 2015

“Prosodic Finder” – A web application

DBS Mahanta

Conference: 37th International Conference of Linguistics Society of India …, 2015

A multi-agent based system for route planning

E Belyi, I Patel, A Reddy, V Mago

International Conference on Human Interface and the Management of …, 2015

Exploring the relationship between adherence to treatment and viral load through a new discrete simulation model of HIV infectivity

E Rana, PJ Giabbanelli, NH Balabhadrapathruni, X Li, VK Mago

Proceedings of the 3rd ACM SIGSIM Conference on Principles of Advanced …, 2015

A novel agent based method for intelligent public transportation system

M Kotkowski, H Nguyen, Y Getahun, VK Mago

Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities …, 2015

Use of soft computing techniques in medical decision making: A survey

A Bhatia, V Mago, R Singh

2014 International Conference on Advances in Computing, Communications and …, 2014

Theories and simulations of complex social systems

V Dabbaghian, VK Mago

Springer Berlin Heidelberg, 2014

The strongest does not attract all but it does attract the most–evaluating the criminal attractiveness of shopping malls using fuzzy logic

VK Mago, R Frank, A Reid, V Dabbaghian

Expert systems 31 (2), 121-135, 2014

Artificial Intelligence: A Tool for Better Understanding Complex Problems in Long-Term Care

VK Mago, R Woolrych, V Dabbaghian, A Sixsmith

Case Studies in Intelligent Computing, 499-516, 2014

Computational models of complex systems

VK Mago, V Dabbaghian

Springer International Publishing, 2014

Youth Gang Formation: Basic Instinct or Something Else?

HK Morden, VK Mago, R Deol, S Namazi, S Wuolle, V Dabbaghian

Theories and Simulations of Complex Social Systems, 161-177, 2013

Introducing Theories and Simulations of Complex Social Systems

V Dabbaghian, VK Mago

Theories and Simulations of Complex Social Systems, 1-4, 2013

Employing fuzzy cognitive map for periodontal disease assessment

VK Mago, EI Papageorgiou, A Mago

Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals …, 2013

Analyzing the impact of social factors on homelessness: a Fuzzy Cognitive Map approach

VK Mago, HK Morden, C Fritz, T Wu, S Namazi, P Geranmayeh, ...

BMC medical informatics and decision making 13 (1), 94, 2013

Determining the ‘Fault Zone’of Fall Events in Long Term Care

VK Mago, R Woolrych, SN Robinovitch, A Sixsmith

Computational Models of Complex Systems, 59-73, 2013

Computational Models of Complex Systems: An Introduction

VK Mago, V Dabbaghian

Computational Models of Complex Systems, 1-4, 2013

Cross disciplinary biometric systems

C Liu, VK Mago

Springer, 2012

A fuzzy cognitive map of the psychosocial determinants of obesity

PJ Giabbanelli, T Torsney-Weir, VK Mago

Applied soft computing 12 (12), 3711-3724, 2012

Gero-modelling: new ways of looking at'old'issues

R Woolrych, A Sixsmith, P Borwein, V Dabbhagian, U Glaesser, ...

Gerontologist 52 (S1), 190-190, 2012

Rebel with many causes: A computational model of insurgency

SF Pratt, PJ Giabbanelli, P Jackson, VK Mago

2012 IEEE International Conference on Intelligence and Security Informatics …, 2012

Social interactions of eating behaviour among high school students: a cellular automata approach

V Dabbaghian, VK Mago, T Wu, C Fritz, A Alimadad

BMC medical research methodology 12 (1), 155, 2012

Fuzzy cognitive maps and cellular automata: An evolutionary approach for social systems modelling

VK Mago, L Bakker, EI Papageorgiou, A Alimadad, P Borwein, ...

Applied Soft Computing 12 (12), 3771-3784, 2012

Clinical decision support system for dental treatment

VK Mago, N Bhatia, A Bhatia, A Mago

Journal of Computational Science 3 (5), 254-261, 2012

Supporting meningitis diagnosis amongst infants and children through the use of fuzzy cognitive mapping

VK Mago, R Mehta, R Woolrych, EI Papageorgiou

BMC medical informatics and decision making 12 (1), 98, 2012

Understanding fall events in long term care using fuzzy cognitive map

VK Mago, R Woolrych, A Sixsmith

Gerontechnology 11 (2), 343, 2012

Pierre Maret

L Vercouter, C El Morr

Int. J. Networking and Virtual Organisations 9 (3), 211, 2011

Fuzzy logic and fuzzy cognitive map

V Mago

The Modelling of Complex Social Systems (MoCSSy)., MATH 800 4. Fall 2011, 2011

Fuzzy logic based expert system for the treatment of mobile tooth

VK Mago, A Mago, P Sharma, J Mago

Software Tools and Algorithms for Biological Systems, 607-614, 2011

Cross-disciplinary applications of artificial intelligence and pattern recognition: Advancing technologies: Advancing technologies

VK Mago, N Bhatia

IGI Global, 2011

MaSO: A tool for aiding the management of schedule overrun

K Jeet, R Dhir, VK Mago, RS Minhas

2010 IEEE 2nd International Advance Computing Conference (IACC), 416-421, 2010

An Influence Diagram-Based Approach for Estimating Staff Training in Software Industry

K Jeet, VK Mago, B Prasad, RS Minhas

arXiv preprint arXiv:1008.4268, 2010

Using probabilistic neural network to select a medical specialist agent

VK Mago, MS Devi, A Bhatia, R Mehta

Multi-agent systems for healthcare simulation and modeling: applications for …, 2010

A MULTI-AGENT MEDICAL SYSTEM FOR INFANT AND CHILD CARE HEALTH SERVICES IN RURAL INDIA

VK Mago

Panjab University, Chandigarh, 2009

Formalizing the Protocols for a Multi Agent Healthcare System.

J Mago, B Prasad, VK Mago, K Singh

Enterprise Information Systems and Web Technologies, 198-204, 2008

MaST: A Tool for Aiding the Staff Training Management by Using Influence Diagrams.

K Jeet, VK Mago, B Prasad, RS Minhas

SETP, 156-164, 2008

A decision making system for the treatment of dental caries

VK Mago, B Prasad, A Bhatia, A Mago

Soft computing applications in business, 231-242, 2008

A Multi-Agent Medical System for Indian Rural Infant and Child Care.

VK Mago, MS Devi

IJCAI, 1396-1401, 2007

Decision making system based on Bayesian network for an agent diagnosing child care diseases

VK Mago, MS Devi, R Mehta

AIME Workshop on Knowledge Management for Health Care Procedures, 127-136, 2007

Decision making system: Agent diagnosing child care diseases

VK Mago, MS Devi, R Mehta

International Central and Eastern European Conference on Multi-Agent Systems …, 2007

Multi‐agent model for Indian rural health care

M Syamala Devi, V Mago

Leadership in Health Services 18 (4), 1-11, 2005

Automating the Conversion of 2d Building Plans to 3d Models

A Fisher, L Moreira, M Billah, V Mago

Available at SSRN 4236019, 0