This inaugural issue of NOVA MEDICA INFORMATICA (NOVEM) establishes the empirical baseline for the Medicine-Driven Informatics paradigm. Founded upon a formal consortium between the School of Medicine and the School of Information Technology, this volume presents research that subjects technological innovation to clinical validation rather than the reverse. Contributions herein demonstrate that valid health informatics requires interdisciplinary fidelity: clinical constraints, ethical boundaries, and ground truth must guide computational frameworks to ensure tangible healthcare improvement.
 
The issue is organized around three integrated themes. First, Clinical Artificial Intelligence and Validation features studies that extend beyond retrospective accuracy to present prospective validation, external testing across heterogeneous populations, and rigorous error analysis, with particular emphasis on Explainable AI mechanisms that enable clinical audit of algorithmic inference. Second, Implementation Science and Workflow Integration addresses socio-technical barriers to adoption, evaluating how digital health tools affect clinician cognitive load, patient engagement, and operational efficiency, treating technical performance as a necessary precondition rather than a primary endpoint. Third, Ethical Frameworks and Data Integrity examines clinical data provenance, bias, privacy, and equity, proposing frameworks for ethical deployment that prevent innovation from exacerbating health disparities.
 
All manuscripts underwent dual-track peer review involving both clinical practitioners and information scientists. Selection prioritized methodological transparency, reproducibility, and explicit acknowledgment of limitations. Negative findings and failure analyses were considered equally valuable as positive outcomes, provided they yielded actionable insights into technological constraints. This issue asserts that health informatics is not an engineering problem alone, but a complex scientific challenge requiring sustained interdisciplinary collaboration.
 

NOVA MEDICA INFORMATICA operates on a triannual cycle. Following this inaugural release, subsequent issues are scheduled for March, July and November of each year. We invite the scientific community to contribute to this ongoing iterative process.
 


Editor-in-Chief

Professor Dr.med. Paul L Tahalele, MD, PhD, FICS, FCTS

NOVA MEDICA INFORMATICA (NOVEM)

(On behalf of the School of Medicine and the School of Information Technology)