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The growing use of measurable residual disease (MRD) assays across haematology-oncology creates an urgent need for clinicians and researchers to reflect on the biological and clinical rationale of this class of biomarkers. In this Viewpoint, we critically examine two premises behind MRD's use in haematology-oncology, focusing on its biological plausibility as a predictive biomarker and surrogate endpoint, and the evidence needed for it to influence decision making in haematological cancers. Examining these premises leads us to advocate for the establishment of more robust biological and clinical evidence to ensure the clinically useful and safe application of MRD. Although achieving the eradication of cancer cells in the form of undetectable MRD seems an attractive goal in haematology-oncology, we highlight the epistemic limitations of this biomarker and need for more clinical evidence to guide its effective use.
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http://dx.doi.org/10.1016/S2352-3026(25)00002-X | DOI Listing |
J Yeungnam Med Sci
September 2025
School of Business & Management, Lincoln University College, Selangor, Malaysia.
This study aimed to explore key ethical issues related to mental disorders through a bibliometric and cluster-based content analysis of existing academic literature. A comprehensive literature search was conducted in the Scopus database (Elsevier) up to December 31, 2024, using ethics-and mental disorder-related keywords. The search was limited to English-language journal articles in medicine, psychology, neuroscience, and other related fields.
View Article and Find Full Text PDFFront Artif Intell
August 2025
Department of Philosophy, Universitat Autonoma de Barcelona, Barcelona, Spain.
This paper examines some challenges of using natural language prompting in Generative AI (GenAI) for creative practices in design and the arts. While GenAI is purported to "democratize" creativity by offering a new mode of creation, we argue that it comes with a significant mortgage-particularly one in relation to expert performance, skill acquisition, and embodied engagement. Drawing from Dreyfus and Dreyfus, we show that creativity grounded in internalized expert knowledge cannot be reduced to rule-following or meaningfully externalized in instructions, i.
View Article and Find Full Text PDFFront Nutr
August 2025
S&F Pro Consulting, Manteca, CA, United States.
Introduction: Social and Behavior Change Communication (SBCC) strategies have become central to nutrition interventions in Senegal, particularly to combat malnutrition and food insecurity among caregivers. However, improved nutritional knowledge has not consistently led to sustainable dietary practices. This study explores the limitations of conventional SBCC approaches through a decolonial and ecological lens of knowledge.
View Article and Find Full Text PDFEntropy (Basel)
August 2025
Cognitive Neurorobotics Research Unit, Okinawa Institute of Science and Technology, Okinawa 904-0495, Japan.
Active inference offers a unified framework in which agents can exhibit both goal-directed and epistemic behaviors. However, implementing policy search in high-dimensional continuous action spaces presents challenges in terms of scalability and stability. Our previously proposed model, T-GLean, addressed this issue by enabling efficient goal-directed planning through low-dimensional latent space search, further reduced by conditioning on prior habituated behavior.
View Article and Find Full Text PDFMaterials (Basel)
August 2025
School of Transportation, Southeast University, Nanjing 210018, China.
Permittivity measurements of concrete materials benefit from the application of high-frequency electromagnetic waves (HF-EMWs), but they still face the problem of being aleatory and exhibit epistemic uncertainty, originating from multi-phase heterogeneous materials and the limited knowledge of HF-EMW propagation. This limitation restricts the precision of non-destructive testing. This study proposes an evidential regression deep network for conducting permittivity measurements with uncertainty quantification.
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