Enhanced Infant Movement Analysis Using Transformer-Based Fusion of Diverse Video Features for Neurodevelopmental Monitoring

Turner, Alexander; Sharkey, Don

doi:10.3390/s24206619

All Outputs (2485)

Predicting initial microlayer thickness in nucleate boiling using Landau–Levich theory (2024)
Journal Article
Zhang, X., El Mellas, I., & Magnini, M. (2024). Predicting initial microlayer thickness in nucleate boiling using Landau–Levich theory. Journal of Fluid Mechanics, 997, Article A44. https://doi.org/10.1017/jfm.2024.559

A phenomenological model is proposed to estimate the initial thickness of the liquid microlayer forming beneath a vapour bubble growing on a solid surface upon nucleate boiling. The model employs an analogy between the microlayer formation and the cl... Read More about Predicting initial microlayer thickness in nucleate boiling using Landau–Levich theory.

Towards trustworthy medical AI ecosystems – a proposal for supporting responsible innovation practices in AI-based medical innovation (2024)
Journal Article
Herzog, C., Blank, S., & Stahl, B. C. (2024). Towards trustworthy medical AI ecosystems – a proposal for supporting responsible innovation practices in AI-based medical innovation. AI & Society, https://doi.org/10.1007/s00146-024-02082-z

In this article, we explore questions about the culture of trustworthy artificial intelligence (AI) through the lens of ecosystems. We draw on the European Commission’s Guidelines for Trustworthy AI and its philosophical underpinnings. Based on the l... Read More about Towards trustworthy medical AI ecosystems – a proposal for supporting responsible innovation practices in AI-based medical innovation.

Taking what you get or Getting what you Need: A Qualitative Study on Experiences with Mental Health and Welfare Services in Long-Term Recovery in First-Episode Psychosis (2024)
Journal Article
Åsbø, G., Haavind, H., Kruse, S. H., Wold, K. F., ten Velden Hegelstad, W., Romm, K. L., Slade, M., Ueland, T., Melle, I., & Simonsen, C. (2024). Taking what you get or Getting what you Need: A Qualitative Study on Experiences with Mental Health and Welfare Services in Long-Term Recovery in First-Episode Psychosis. Community Mental Health Journal, https://doi.org/10.1007/s10597-024-01356-6

How people in long-term recovery (clinical and personal) in first-episode psychosis (schizophrenia and bipolar spectrum disorders) experience the mental health and welfare services they interact with is not frequently studied but has significant impl... Read More about Taking what you get or Getting what you Need: A Qualitative Study on Experiences with Mental Health and Welfare Services in Long-Term Recovery in First-Episode Psychosis.

The computational bottleneck of basal ganglia output (and what to do about it) (2024)
Journal Article
Humphries, M. D. (in press). The computational bottleneck of basal ganglia output (and what to do about it). eNeuro, https://doi.org/10.1101/2024.10.23.619790

What the basal ganglia do is an oft-asked question; answers range from the selection of actions to the specification of movement to the estimation of time. Here I argue that \emph{how} the basal ganglia do what they do is a less-asked but equally imp... Read More about The computational bottleneck of basal ganglia output (and what to do about it).

How professional development can be supported for health and care research methodologists: results of the PROfesSionnal develoPmEnt for Research methodologists (PROSPER) e-Delphi and consensus study (2024)
Journal Article
Iflaifel, M., Williamson, P. R., & Mitchell, E. J. (2024). How professional development can be supported for health and care research methodologists: results of the PROfesSionnal develoPmEnt for Research methodologists (PROSPER) e-Delphi and consensus study. BMJ Open, 14(10), Article e085656. https://doi.org/10.1136/bmjopen-2024-085656

Objective: Research methodologists play a pivotal role in health and care research, yet they face many challenges relating to their professional development. The PROfessional development for Research methodologists (PROSPER) study was designed to und... Read More about How professional development can be supported for health and care research methodologists: results of the PROfesSionnal develoPmEnt for Research methodologists (PROSPER) e-Delphi and consensus study.

A hierarchical host microstructure enables regulated inner Li deposition for stable Li metal electrodes (2024)
Journal Article
Li, Z., Chen, G. Z., Hu, D., Yao, X., & Peng, Z. (2024). A hierarchical host microstructure enables regulated inner Li deposition for stable Li metal electrodes. Microstructures, 4(4), Article 2024059. https://doi.org/10.20517/microstructures.2024.13

Dendritic lithium (Li) deposition is a critical issue hindering the development of next-generation high-energy-density Li metal batteries (LMBs). Confining Li deposition within a three-dimensional host is a general strategy to suppress the volume exp... Read More about A hierarchical host microstructure enables regulated inner Li deposition for stable Li metal electrodes.

Opportunities and challenges for identifying undiagnosed Rare Disease patients through analysis of primary care records: long QT syndrome as a test case (2024)
Journal Article
Evans, W., Akyea, R. K., Simms, A., Kai, J., & Qureshi, N. (2024). Opportunities and challenges for identifying undiagnosed Rare Disease patients through analysis of primary care records: long QT syndrome as a test case. Journal of Community Genetics, https://doi.org/10.1007/s12687-024-00742-7

Background
Patients with rare genetic diseases frequently experience significant diagnostic delays. Routinely collected data in the electronic health record (EHR) may be used to help identify patients at risk of undiagnosed conditions. Long QT syndr... Read More about Opportunities and challenges for identifying undiagnosed Rare Disease patients through analysis of primary care records: long QT syndrome as a test case.

Extreme enthalpy‒entropy compensation in the dimerization of small solutes in aqueous solution (2024)
Journal Article
Scott, D. J., & Winzor, D. J. (in press). Extreme enthalpy‒entropy compensation in the dimerization of small solutes in aqueous solution. European Biophysics Journal, https://doi.org/10.1007/s00249-024-01722-y

This communication summarizes findings from the earliest encounters with extreme enthalpy‒entropy compensation, a phenomenon first detected in the 1950s by a reappraisal of isopiestic and calorimetric measurements on aqueous urea solutions in terms o... Read More about Extreme enthalpy‒entropy compensation in the dimerization of small solutes in aqueous solution.

Using QbTest for monitoring pharmacological treatment response in ADHD: are we there yet? (2024)
Journal Article
Bellato, A., Parlatini, V., Groom, M. J., Hall, C. L., Hollis, C., Simonoff, E., Thapar, A., & Cortese, S. (in press). Using QbTest for monitoring pharmacological treatment response in ADHD: are we there yet?. Journal of Child Psychology and Psychiatry,

Individuals with Attention-Deficit/Hyperactivity Disorder (ADHD) exhibit varied responses to pharmacological treatments (e.g., stimulants and non-stimulants). Accurately and promptly detecting treatment-related improvements, response failure, or dete... Read More about Using QbTest for monitoring pharmacological treatment response in ADHD: are we there yet?.

The CO-produced Psychosocial INtervention delivered by GPs to young people after self-harm (COPING): protocol for a feasibility study (2024)
Journal Article
Mughal, F., Chew-Graham, C. A., Saunders, B., Lawton, S. A., Lewis, S., Smith, J., Lancaster, G., Townsend, E., Armitage, C. J., Bower, P., Kapur, N., Kessler, D., Realpe, A. X., Wiles, N., Ougrin, D., & Lewis, M. (in press). The CO-produced Psychosocial INtervention delivered by GPs to young people after self-harm (COPING): protocol for a feasibility study. NIHR Open Research, 4, Article 27. https://doi.org/10.3310/nihropenres.13576.2

Background
Self-harm in young people is a growing concern and reducing rates a global priority. Rates of self-harm documented in general practice have been increasing for young people in the UK in the last two decades, especially in 13–16-year-olds.... Read More about The CO-produced Psychosocial INtervention delivered by GPs to young people after self-harm (COPING): protocol for a feasibility study.

Riverine connectivity modulates elemental fluxes through a 200- year period of intensive anthropic change in the Magdalena River floodplains, Colombia (2024)
Journal Article
Salgado, J., Jaramillo-Monroy, C., Link, A., Lopera, L., Velez, M. I., Gonzalez-Arango, C., Yang, H., Panizzo, V. N., & McGowan, S. (2025). Riverine connectivity modulates elemental fluxes through a 200- year period of intensive anthropic change in the Magdalena River floodplains, Colombia. Water Research, 268(Part A), Article 122633. https://doi.org/10.1016/j.watres.2024.122633

Tropical floodplain lakes are increasingly impacted by human activities, yet their pathways of spatial and temporal degradation, particularly under varying hydrological connectivity regimes and climate change, remain poorly understood. This study exa... Read More about Riverine connectivity modulates elemental fluxes through a 200- year period of intensive anthropic change in the Magdalena River floodplains, Colombia.

Frances Duberly: a failed Crimean heroine? (2024)
Journal Article
Mawby, D. (2024). Frances Duberly: a failed Crimean heroine?. Women's History Review, https://doi.org/10.1080/09612025.2024.2415739

Frances Duberly aimed to address a nation enraptured by the Crimean War (1853–1856) in her 1855 Journal Kept During the Russian War. Travelling with her officer husband and living amongst the army for two years, she wrote as a self-professed authorit... Read More about Frances Duberly: a failed Crimean heroine?.

Past Answers to Present Concerns. The Relevance of the Premodern Past for 21st Century Policy Planners: Comments on the State of the Field (2024)
Journal Article
Haldon, J., Mordechai, L., Dugmore, A., Eisenberg, M., Endfield, G., Izdebski, A., Jackson, R., Kemp, L., Labuhn, I., McGovern, T., Metcalfe, S., Morrisson, K. D., Newfield, T., & Trump, B. (2024). Past Answers to Present Concerns. The Relevance of the Premodern Past for 21st Century Policy Planners: Comments on the State of the Field. Wiley Interdisciplinary Reviews: Climate Change, https://doi.org/10.1002/wcc.923

How is history relevant to the present, or indeed the future? Governments around the world have used history to inform planning and decision‐making in various fields for years, but more recently it has taken on a renewed importance as governments gra... Read More about Past Answers to Present Concerns. The Relevance of the Premodern Past for 21st Century Policy Planners: Comments on the State of the Field.

Flexural performance of seawater sea sand concrete composite beams enhanced by dual-functional C-FRCM jackets (2024)
Journal Article
Feng, R., Hou, L., Wang, F., Thermou, G., Xu, Y., & Zhu, J.-H. (2024). Flexural performance of seawater sea sand concrete composite beams enhanced by dual-functional C-FRCM jackets. Journal of Building Engineering, 95, Article 110252. https://doi.org/10.1016/j.jobe.2024.110252

The flexural performance of seawater sea sand concrete (SSC) composite beams enhanced by the dual-functional carbon-fabric reinforced cementitious matrix (C-FRCM) jackets was experimentally investigated. Five SSC composite beams were constructed and... Read More about Flexural performance of seawater sea sand concrete composite beams enhanced by dual-functional C-FRCM jackets.

Functional variation in human CAZyme genes in relation to the efficacy of a carbohydrate-restricted diet in IBS patients (2024)
Journal Article
Zamfir-Taranu, A., Löscher, B.-S., Carbone, F., Hoter, A., Blanco, C. E., Bozzarelli, I., Torices, L., Routhiaux, K., Van den Houte, K., Bonfiglio, F., Mayr, G., Corsetti, M., Naim, H. Y., Franke, A., Tack, J., & D’Amato, M. (2024). Functional variation in human CAZyme genes in relation to the efficacy of a carbohydrate-restricted diet in IBS patients. Clinical Gastroenterology and Hepatology, https://doi.org/10.1016/j.cgh.2024.09.004

Background and aims
Limiting the dietary intake of certain carbohydrates has therapeutic effects in some but not all irritable bowel syndrome (IBS) patients. We investigated genetic variation in human Carbohydrate-Active enZYmes (hCAZymes) genes in... Read More about Functional variation in human CAZyme genes in relation to the efficacy of a carbohydrate-restricted diet in IBS patients.

Cross ownership under strategic tax policy (2024)
Journal Article
Can, G., & Mukherjee, A. (in press). Cross ownership under strategic tax policy. The B.E. Journal of Economic Analysis & Policy,

We provide a new reason for the consumer surplus and welfare raising cross ownership. We show that cross ownership reduces the tax rate, and increases consumer surplus and welfare under Cournot and Bertrand competition when the marginal social cost/b... Read More about Cross ownership under strategic tax policy.

Museum as Object: From Postcard to Post (2024)
Journal Article
Hale, J., Hanks, L., & Simpson, C. (in press). Museum as Object: From Postcard to Post. DEPARCH Journal of Design, Planning and Aesthetics Research,

Whether it’s through sharing picture postcards or visitor-produced photographs of museums on social media, these processes of image sharing, often dismissed as trivial, are acts which create and sustain relationships between the visitor, museum, and... Read More about Museum as Object: From Postcard to Post.

The value of a comparative approach with equine vaccine development for the development of human influenza DNA vaccines (2024)
Journal Article
Abdelkhalek, A. F., & Daly, J. M. (2024). The value of a comparative approach with equine vaccine development for the development of human influenza DNA vaccines. Zoonoses, 4(4), 245-258. https://doi.org/10.3390/zoonoticdis4040021

Abstract: A comparative medicine approach, whereby similarities and differences in biology between human and veterinary species are used to enhance understanding for the benefit of both, is highly relevant to the development of viral vaccines. Human... Read More about The value of a comparative approach with equine vaccine development for the development of human influenza DNA vaccines.

Yttrium-Enriched Phosphate Glass-Ceramic Microspheres for Bone Cancer Radiotherapy Treatment (2024)
Journal Article
Milborne, B., Arjuna, A., Islam, T., Arafat, A., Layfield, R., Thompson, A., & Ahmed, I. (in press). Yttrium-Enriched Phosphate Glass-Ceramic Microspheres for Bone Cancer Radiotherapy Treatment. Journal of the American Chemical Society,

This study presents the development and characterisation of high yttrium-content phosphate-based glass-ceramic microspheres for potential applications in bone cancer radiotherapy treatment. The microspheres produced via flame spheroidisa-tion, follow... Read More about Yttrium-Enriched Phosphate Glass-Ceramic Microspheres for Bone Cancer Radiotherapy Treatment.

Enhanced Infant Movement Analysis Using Transformer-Based Fusion of Diverse Video Features for Neurodevelopmental Monitoring (2024)
Journal Article
Turner, A., & Sharkey, D. (2024). Enhanced Infant Movement Analysis Using Transformer-Based Fusion of Diverse Video Features for Neurodevelopmental Monitoring. Sensors, 24(20), Article 6619. https://doi.org/10.3390/s24206619

Neurodevelopment is a highly intricate process, and early detection of abnormalities is critical for optimizing outcomes through timely intervention. Accurate and cost-effective diagnostic methods for neurological disorders, particularly in infants,... Read More about Enhanced Infant Movement Analysis Using Transformer-Based Fusion of Diverse Video Features for Neurodevelopmental Monitoring.