Applying Human-Centered Data Science to Healthcare: Hyperlocal Modeling of COVID-19 Hospitalizations, Victoria Chui, Jessica Pater, Tammy Toscos, Shion Guha PhD
Health Services and Informatics Research

Uncovering Adverse Childhood Experiences (ACEs) from Clinical Narratives within the Electronic Health Record, Fayika Farhat Nova, Rachel Pfafman, Kelley Kardys, Connie Kerrigan, Shion Guha PhD, Jessica Pater
Health Services and Informatics Research

How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child Welfare, Devansh Saxena, Charles Repaci, Melanie D. Sage, Shion Guha PhD
Health Services and Informatics Research

Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis, Devansh Saxena, Seh Young Moon, Dahlia Shehata, Shion Guha PhD
Health Services and Informatics Research

Cultivating the Community: Inferring Influence within Eating Disorder Networks on Twitter, Fayika Farhat Nova, Amanda Coupe, Elizabeth D. Mynatt, Shion Guha PhD, Jessica Pater
Health Services and Informatics Research

Communication and Algorithmic Decision Making in a Virtual Healthcare Context., Lillian Campbell, Amrita George, Shion Guha PhD
Health Services and Informatics Research

A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare, Devansh Saxena, Karla Badillo-Urquiola, Pamela J. Wisniewski, Shion Guha PhD
Health Services and Informatics Research

Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations., Kamrul Hasan MD, Masanul Aziz MD, Ishrak Islam Zarif MD, Mahmudul Hasan, Mma Hashem, Shion Guha PhD, Richard R Love, Sheikh Ahamed
Health Services and Informatics Research

Facebook Promotes More Harassment" Social Media Ecosystem, Skill and Marginalized Hijra Identity in Bangladesh, Fayika Farhat Nova, Michael Ann DeVito, Pratyasha Saha, Kazi Shohanur Rashid, Shashwata Roy Turzo, Sadia Afrin, Shion Guha PhD
Health Services and Informatics Research

Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine, Riyad Bin Rafiq, Francois Modave, Shion Guha PhD, Mark V. Albert
Health Services and Informatics Research

Methods for Generating Typologies of Non/use, Devansh Saxena, Patrick Skeba, Shion Guha PhD, Eric P.S. Baumer
Health Services and Informatics Research

Online sexual harassment over anonymous social media in Bangladesh, Fayika Farhat Nova, Rifat Rashidujjaman MD, Pratyasha Saha, Shion Guha PhD, Syed Ishtiaque Ahmed
Health Services and Informatics Research

Safety vs. Surveillance: What Children have to say about Mobile Apps for Parental Control, Arup Kumar Ghosh, Karla Badillo-Urquiola, Shion Guha PhD, Joseph J. LaViola Jr, Pamela J. Wisniewski
Health Services and Informatics Research

The double-edged sword: A mixed methods study of the interplay between bipolar disorder and technology use, Mark Matthews, Elizabeth Murnane, Jaime Snyder, Shion Guha PhD, Pamara Chang, Gavin Doherty, Geri Gay
Health Services and Informatics Research

Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence, Eric P.S. Baumer, David Mimno, Shion Guha PhD, Emily Quan, Geri K. Gay
Health Services and Informatics Research

Machine Learning and Grounded Theory Method: Convergence, Divergence, and Combination, Michael Muller, Shion Guha PhD, David Mimno, N. Sadat Shami
Health Services and Informatics Research

Missing Photos, Suffering Withdrawal, or Finding Freedom? How Experiences of Social Media Non-Use Influence the Likelihood of Reversion, Eric P.S. Baumer, Shion Guha PhD, Emily Quan, David Mimno, Geri K. Gay
Health Services and Informatics Research