Evidence map›Paper›PMID 42572910›Full record

ReviewInternational journal of technology assessment in health care2026

A life-cycle approach to digital health technology assessment.

Ashwini Kanakapura Sriranga, Baptiste Vasey, Mateo Campos, Miguel Ángel Armengol de la Hoz, Ruben Casado Arroyo, Stephen Gilbert, Rebecca Mathias, Lucia Osoro, Peter McCulloch

Abstract readReview
In one paragraph

Review in International journal of technology assessment in health care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Ashwini Kanakapura SrirangaNuffield Department of Surgery, University of Oxford, UK.ORCID https://orcid.org/0000-0002-2328-0979
Baptiste VaseyNuffield Department of Surgery, University of Oxford, UK.
Mateo CamposNuffield Department of Surgery, University of Oxford, UK.
Miguel Ángel Armengol de la HozData Science Lab, Fundación Pública Andaluza Progreso y Salud MP, Spain.ORCID https://orcid.org/0000-0002-7012-2973
Ruben Casado ArroyoDepartment of Cardiology, Université Libre de Bruxelles, Belgium.
Stephen GilbertElse Kröner Fresenius Center for Digital Health, Dresden University of Technology, Germany.
Rebecca MathiasElse Kröner Fresenius Center for Digital Health, Dresden University of Technology, Germany.
Lucia OsoroDepartment of Cardiology, Université Libre de Bruxelles, Belgium.
Peter McCullochNuffield Department of Surgery, University of Oxford, UK.

Funding

UK Research and Innovation 10108522
6 · The paper itself

Abstract

The approach of Health Technology Assessment, which developed from the Evidence-Based Medicine movement of the 1990s, has proved its value in appraising the value of pharma products but presents methodological challenges when applied to medical devices and digital technologies, whose importance has increased enormously during the last 30 years. The concept of a single assessment, which can summarize relative effectiveness and cost-effectiveness, has been further challenged by the rapidly rising importance of software-driven devices, and latterly Artificial Intelligence. The need to adopt a broader evaluation approach based on product life cycles has been recognized by both regulators and HTA bodies, but practical frameworks for this have not yet been widely adopted. We describe a Life-Cycle-Based Evaluation (LCBE) approach to the assessment of Digital Health Technologies, developed as part of the ASSESS-DHT Horizon Europe 2020 project, EU project 101137347. The LCBE framework is currently being evaluated in pilot studies and aims to support early, proportionate, and continuous assessment and foster collaboration among developers, regulators, and HTA bodies to ensure timely, rigorous, and adaptive evaluations across the technology life cycle.

Indexed as

Technology Assessment, BiomedicalCost-Benefit AnalysisCost-Effectiveness AnalysisDigital HealthHumansevidence generationhealth technology assessmentlife-cycle evaluation

Identifiers

PMID42572910
PMCPMC13468939

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.