R. Chunara

Testing the effects of segmented crowdsource-selected messages to improve intentions to follow colorectal cancer screening recommendations: study protocol for a randomized controlled trial
20260 citationsauthor #5
Mapping social determinants of health data in sub-Saharan Africa: a scoping review protocol
20260 citationsauthor #11
Monsoon weather and food security in Pakistan
20260 citationsauthor #2
Prior Authorization Requirements and Prescription Fill Patterns Among Patients With Heart Failure
20260 citationsauthor #9
Identity-Robust Language Model Generation via Content Integrity Preservation
20260 citationsauthor #4
Associations between Anti-Gay Prejudice, Traditional Masculine Self-Concept, and Colorectal Cancer Screening-Related Outcomes among Black and White Men in the US.
20250 citationsauthor #5
Correct Reasoning Paths Visit Shared Decision Pivots
20251 citationsauthor #5
Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration
20250 citationsauthor #3
Quantifying Greenspace with Satellite Images in Karachi, Pakistan, Using a New Data Augmentation Paradigm
20252 citationsauthor #8
Proceedings of the Second Artificial Intelligence in Primary Immunodeficiencies (AIPI) Meeting.
20251 citationsauthor #6
IMPACT OF PRIOR AUTHORIZATION REQUIREMENTS ON PRESCRIPTION FILL PATTERNS AMONG PATIENTS WITH HEART FAILURE
20250 citationsauthor #5
Identifying and mitigating algorithmic bias in the safety net
20257 citationsauthor #3
Bridging climate and health data for decision making
20250 citationsauthor #2
Domain Adaptation Under MNAR Missingness
20251 citationsauthor #4
Forget Forgetting: Continual Learning in a World of Abundant Memory
20251 citationsauthor #3
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations
20250 citationsauthor #2
Machine learning based prediction of medication adherence in heart failure using large electronic health record cohort with linkages to pharmacy-fill and neighborhood-level data
20250 citationsauthor #12
Colorectal Cancer Racial Equity Post Volume, Content, and Exposure: Observational Study Using Twitter Data
20250 citationsauthor #4
Post-processing methods for mitigating algorithmic bias in healthcare classification models: An extended umbrella review
20254 citationsauthor #3
The Association Between Continuity Of Care And Medication Adherence Among Heart Failure Patients
20240 citationsauthor #6
Constructing Social Vulnerability Indexes with Increased Data and Machine Learning Highlight the Importance of Wealth Across Global Contexts
20247 citationsauthor #7
Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model
202412 citationsauthor #6
Understanding Disparities in Post Hoc Machine Learning Explanation
20249 citationsauthor #4
Disparate Effect Of Missing Mediators On Transportability of Causal Effects
20240 citationsauthor #2
Leveraging CLIP for Inferring Sensitive Information and Improving Model Fairness
20241 citationsauthor #2
The impact of Monsoon weather on food security in Pakistan
20240 citationsauthor #2
Utilizing big data without domain knowledge impacts public health decision-making
20241 citationsauthor #4
Association between Visit Frequency, Continuity of Care, and Pharmacy Fill Adherence in Heart Failure Patients.
20245 citationsauthor #6
Configurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models
20241 citationsauthor #2
Correction: Constructing Social Vulnerability Indexes with Increased Data and Machine Learning Highlight the Importance of Wealth Across Global Contexts
20240 citationsauthor #7
Social determinants of health: the need for data science methods and capacity
202415 citationsauthor #1
Associations between news coverage, social media discussions, and search trends about celebrity deaths, screening, and other colorectal Cancer-related events.
20243 citationsauthor #5
Prevalence of familial hypercholesterolemia in a country-wide laboratory network in Pakistan: 10-year data from 988, 306 patients.
20236 citationsauthor #6
Quantifying greenspace using deep learning in Karachi, Pakistan
20230 citationsauthor #8
Methodological improvements in social vulnerability index construction reinforce role of wealth across international contexts
20230 citationsauthor #7
Global prevalence and content of information about alcohol use as a cancer risk factor on twitter.
20235 citationsauthor #4
Neighborhood-Level Socioeconomic Status and Prescription Fill Patterns Among Patients With Heart Failure
202328 citationsauthor #5
National cervical cancer burden estimation through systematic review and analysis of publicly available data in Pakistan
202320 citationsauthor #5
A Brief Tutorial on Sample Size Calculations for Fairness Audits
20232 citationsauthor #5
Measures of Disparity and their Efficient Estimation
20234 citationsauthor #2
When do Minimax-fair Learning and Empirical Risk Minimization Coincide?
20236 citationsauthor #4
NEIGHBORHOOD-LEVEL SOCIOECONOMIC STATUS AND PRESCRIPTION FILL PATTERNS FOR GUIDELINE DIRECTED MEDICAL THERAPY AMONG PATIENTS WITH HEART FAILURE
20230 citationsauthor #9
Area-based determinants of outreach vaccination for reaching vulnerable populations: A cross-sectional study in Pakistan
20231 citationsauthor #6
Is there a need for graduate-level programmes in health data science? A perspective from Pakistan.
20234 citationsauthor #2
Air Pollution Monitor Network Design for Fair Exposure Estimation
20230 citationsauthor #2
Structural racism and homophobia evaluated through social media sentiment combined with activity spaces and associations with mental health among young sexual minority men.
20239 citationsauthor #7
Making Sense of Social Media Data about Colorectal Cancer Screening.
20232 citationsauthor #4
Fair contrastive pre-training for geographic images
20220 citationsauthor #2
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery
20223 citationsauthor #2
Segmenting across places: The need for fair transfer learning with satellite imagery
202218 citationsauthor #4
ICWSM 2022 Workshop on Data for the Wellbeing of Most Vulnerable: Global Problems, Local Solutions
20220 citationsauthor #4
Search Term Identification Methods for Computational Health Communication: Word Embedding and Network Approach for Health Content on YouTube
20229 citationsauthor #3
Association of U.S. birth, duration of residence in the U.S., and atherosclerotic cardiovascular disease risk factors among Asian adults
20228 citationsauthor #12
Association Between Copayment Amount and Filling of Medications for Angiotensin Receptor Neprilysin Inhibitors in Patients With Heart Failure
20229 citationsauthor #8
Abstract 39: Association Between Copay Amount And Medication Adherence For Angiotensin Receptor Neprilysin Inhibitors In Patients With Heart Failure
20220 citationsauthor #7
Quantifying depression-related language on social media during the COVID-19 pandemic
20226 citationsauthor #5
Building Public Health Surveillance 3.0: Emerging Timely Measures of Physical, Economic, and Social Environmental Conditions Affecting Health.
202212 citationsauthor #2
Publisher Correction: Impact of COVID-19 forecast visualizations on pandemic risk perceptions
20220 citationsauthor #5
Data science in public health: building next generation capacity
20227 citationsauthor #5
Discrimination is associated with C-reactive protein among young sexual minority men
20218 citationsauthor #7
Effects of COVID-19 Uncertainty Visualizations on Novice Risk Estimates
20210 citationsauthor #5
Generalizability challenges of mortality risk prediction models: A retrospective analysis on a multi-center database
202165 citationsauthor #3
Impact of COVID-19 forecast visualizations on pandemic risk perceptions
202132 citationsauthor #5
Social Determinants in Machine Learning Cardiovascular Disease Prediction Models: A Systematic Review.
202158 citationsauthor #5
ICWSM 2021 Workshop on Data for the Wellbeing of Most Vulnerable: Promises and Challenges
20210 citationsauthor #4
Machine learning and algorithmic fairness in public and population health
2021173 citationsauthor #3
Sequential Design of Experiments with Unknown Covariates
20200 citationsauthor #2
Using Digital Data to Protect and Promote the Most Vulnerable in the Fight Against COVID-19
20209 citationsauthor #1
Comparison of Social Media, Syndromic Surveillance, and Microbiologic Acute Respiratory Infection Data: Observational Study
202010 citationsauthor #2
Machine Learning in Population and Public Health
20202 citationsauthor #3
Quantifying the localized relationship between vector containment activities and dengue incidence in a real-world setting: A spatial and time series modelling analysis based on geo-located data from Pakistan
20207 citationsauthor #6
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
2020295 citationsauthor #12
Quasi-experimental Designs for Assessing Response on Social Media to Policy Changes
20208 citationsauthor #2
Quantifying Depressed Social Media During COVID-19: Information Retrieval With ML & NLP
20200 citationsauthor #3
Causal Multi-level Fairness
202030 citationsauthor #2
Role of the Built and Online Social Environments on Expression of Dining on Instagram
20206 citationsauthor #4
Machine Learning for Integrating Social Determinants in Cardiovascular Disease Prediction Models: A Systematic Review
20206 citationsauthor #6
No Computation without Representation: Avoiding Data and Algorithm Biases through Diversity
202043 citationsauthor #3
Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning
20199 citationsauthor #3
Race, Ethnicity and National Origin-based Discrimination in Social Media and Hate Crimes Across 100 U.S. Cities
201944 citationsauthor #4
Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media
20190 citationsauthor #3
Daily Microaggressions and Mood in a Community-Based Sample of Young Gay and Bisexual Men: A Focus on Within-Person Daily Processes
20195 citationsauthor #3
Fairness Violations and Mitigation under Covariate Shift
2019106 citationsauthor #4
Deep Landscape Features for Improving Vector-borne Disease Prediction
201919 citationsauthor #3
Using Contextual Information to Improve Blood Glucose Prediction
20197 citationsauthor #2
Fair Predictors under Distribution Shift
201915 citationsauthor #4
Socio-spatial Self-organizing Maps
201811 citationsauthor #4
Tracking health seeking behavior during an Ebola outbreak via mobile phones and SMS
201825 citationsauthor #3
Quantitative methods for measuring neighborhood characteristics in neighborhood health research
201814 citationsauthor #3
From the User to the Medium: Neural Profiling Across Web Communities
20185 citationsauthor #4
Population-aware Hierarchical Bayesian Domain Adaptation
20182 citationsauthor #3
What Do People Tweet When They’re Sick? A Preliminary Comparison of Symptom Reports and Twitter Timelines
20184 citationsauthor #3
Quantifying the impact of dengue containment activities using high-resolution observational data
20184 citationsauthor #7
Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts
20183 citationsauthor #4
High-resolution Temporal Representations of Alcohol and Tobacco Behaviors from Social Media Data
201724 citationsauthor #4
Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media
20171 citationsauthor #2
New data paradigms: From the crowd and back
20171 citationsauthor #1
Predicting Acute Respiratory Infections from Participatory Data
20175 citationsauthor #2
Determinants of Participants’ Follow-Up and Characterization of Representativeness in Flu Near You, A Participatory Disease Surveillance System
201760 citationsauthor #4
Etiology of respiratory tract infections in the community and clinic in Ilorin, Nigeria
201718 citationsauthor #4

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