Author

Sulaiman Abubakar Musa

Observed names: Musa, Sulaiman Abubakar, Sulaiman Abubakar Musa

Institution: Federal Neuropsychiatric Hospital Dawanau, Kano

Observed institution: Federal Neuropsychiatric Hospital Dawanau, Kano

ORCID: 0009-0004-4314-5290

Observed ORCID: 0009-0004-4314-5290

OpenAlex ID: A5133721818

Determinants of cause-specific maternal mortality at Murtala Muhammad Specialist Hospital, Kano State, Nigeria: a six-year multinomial logistic regression analysis (2011–2016)

2026 · Sulaiman Abubakar Musa, Özgür Tosun · BMC Pregnancy and Childbirth

Validation Dataset and Analysis Scripts for TripodAi

2026 · Sulaiman Abubakar Musa · OSF Preprints (OSF Preprints)

Development and validation of an automated rule-based tool for assessing TRIPOD + AI reporting adherence in artificial intelligence prediction model studies

2026 · Sulaiman Abubakar Musa · BMC Medical Informatics and Decision Making

The transparency-performance trade-off: Do complex machine learning and deep learning architectures sacrifice reporting rigor in clinical prediction models

2026 · Sulaiman Abubakar Musa · OSF Preprints (OSF Preprints)

A Practical Framework for Machine Learning Model Selection in Global Health Research: Balancing Performance, Interpretability, and Resource Constraints in Low- and Middle-Income Countries

2026 · Sulaiman Abubakar Musa · International Journal of Epidemiology and Health Sciences

Comparison of Sampling Techniques in Epidemiology: From Classical Non-Probability Models to AI-Enhanced Recruitment Strategies

2026 · Sulaiman Abubakar Musa · International Journal of Epidemiology and Health Sciences

Methodological Pitfalls in AI Driven Epidemiology: How to Maintain Representativeness

2026 · Sulaiman Abubakar Musa · International Journal of Epidemiology and Health Sciences

Natural Language Processing and Linguistic Biomarkers in Non-Western Languages: A PRISMA-Compliant Systematic Review and Meta-Epidemiological Audit

2026 · Sulaiman Abubakar Musa · OSF Preprints (OSF Preprints)

The evolution of sampling in epidemiology: from classical probability models to AI-enhanced recruitment and active learning

2026 · Sulaiman Abubakar Musa · Epidemiology and Health

SamTripodAi: A Rule-Based Extraction Engine for TRIPOD-AI Reporting Compliance

2026 · Musa, Sulaiman Abubakar · Zenodo (CERN European Organization for Nuclear Research)

From Logistic Regression to XGBoost: Evaluating the Evolution of Machine Learning Architectures in Clinical Research (2018–2026)

2026 · Sulaiman Abubakar Musa, Associate Prof. Özgür Tosun · OSF Preprints (OSF Preprints)

Linguistic Biomarkers of Medication Non-Adherence in Schizophrenia: An NLP-Enhanced Random Forest Analysis of Patient Interviews in Federal Neuropsychiatric Hospital Dawanau, Kano, Nigeria.

2026 · Sulaiman Abubakar Musa

Reporting quality and methodological transparency of artificial intelligence prediction models in leading global health journals (2018–2026): A meta-epidemiological study

2026 · Sulaiman Abubakar Musa, Özgür Tosun, et al. · SSRN Electronic Journal

Works count: 13

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