Integrating susceptibility maps of multiple hazards and building exposure distribution: a case study of wildfires and floods for the province of Quang Nam, Vietnam by C. Luu, G. Forino, L. Yorke, H. Ha, Q. D. Bui, H. H. Tran, D. Q. Nguyen, H. C. Duong, M. Kervyn

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Case report: Brief, intensive EMDR therapy for borderline personality disorder: results of two case studies with one year follow-up by Laurian Hafkemeijer, Karin Slotema, Nicole de Haard, Ad de Jongh, Ad de Jongh, Ad de Jongh, Ad de Jongh

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Baricitinib provides rapid and sustained improvements in absolute EASI and SCORAD outcomes in adults with moderate-to-severe atopic dermatitis by Jacob P. Thyssen, Thomas Bieber, C. Elise Kleyn, Audrey Nosbaum, Susanne Grond, Helmut Petto, Elisabeth Riedl, Andreas Wollenberg

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Healthcare utilisation in patients with long-term conditions during the COVID-19 pandemic: a population-based observational study of all patients across Greater Manchester, UK by Matthew Sperrin, Stuart W Grant, Richard Williams, Camilla Sammut-Powell, Owain Thomas, N Peek

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Host-Based Treatments for Severe COVID-19 by Lucrezia Mondini, Francesco Salton, Liliana Trotta, Chiara Bozzi, Riccardo Pozzan, Mariangela Barbieri, Stefano Tavano, Selene Lerda, Michael Hughes, Marco Confalonieri, Paola Confalonieri, Barbara Ruaro

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Self-aligning prosthetic device for older patients with vascular-related amputations: protocol for a randomised feasibility study (the STEPFORWARD study) by Elizabeth Coleman, Catriona McDaid, Natasha Mitchell, Judith Watson, Kerry Bell, Cleveland Barnett, Martin Twiste, Fergus Jepson, Abayomi Salawu, Dennis Harrison, Natalie Vanicek

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Mitigation of Chilling Stress by Ozone Pretreatment and Acclimation of Sweet Pepper Grown under Unheated Greenhouse Conditions by Mohamed A. Sharaf-Eldin, Abdelwahab A. Etman, Ali Mahmoud Yassin, Salah Elsayed, Miklas Scholz, Zaher Mundher Yaseen

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Physicians’ clinical experience and perspectives following a pilot, blended learning, point of care ultrasound course in Ghana- a mixed methods analysis by Anna Pathak, Felix Limbani, Yaw Asante Awuku, Angela Booth, Elizabeth Joekes

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Factors Predicting Quality of Life Impairment in Adult Patients with Atopic Dermatitis: Results from a Patient Survey and Machine Learning Analysis by Carle Paul, Christopher E. M. Griffiths, Antonio Costanzo, Pedro Herranz, Susanne Grond, Can Mert, Nicole Tietz, Elisabeth Riedl, Matthias Augustin

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Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach by Eid Albalawi, Arastu Thakur, D. Ramya Dorai, Surbhi Bhatia Khan, Surbhi Bhatia Khan, T. R. Mahesh, Ahlam Almusharraf, Khursheed Aurangzeb, Muhammad Shahid Anwar

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Maintaining bone health by estrogen therapy in patients with advanced prostate cancer: a narrative review by Herjan J T Coelingh Bennink, Jan Krijgh, Jan F M Egberts, Maria Slootweg, Harm H E van Melick, Erik P M Roos, Diederik M Somford, Yvette Zimmerman, Iman J Schultz, Noel W Clarke, R Jeroen A van Moorselaar, Frans M J Debruyne

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Quantifying the benefits of incorporating biochar in green roof substrates: field study on the highrise rooftop in temperate climate setting by Marek Petreje, Michal Sněhota, Václav Šípek, Tereza Hnátková, Jan Punčochář, Stanislav Buchtelík, Michael Hardman, Lukáš Trakal

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Identification and support of autistic individuals within the UK Criminal Justice System: a practical approach based upon professional consensus with input from lived experience by Emma Woodhouse, Jack Hollingdale, Lisa Davies, Zainab Al-Attar, Susan Young, Luke P. Vinter, Kwaku Agyemang, Carla Bartlett, Colleen Berryessa, Eddie Chaplin, Quinton Deeley, Ian Freckelton, Felicity Gerry, Gisli Gudjonsson, Katie Maras, Michelle Mattison, Jane McCarthy, Richard Mills, Peter Misch, David Murphy, Clare Allely

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Redefining retinal vessel segmentation: empowering advanced fundus image analysis with the potential of GANs by Badar Almarri, Baskaran Naveen Kumar, Haradi Aditya Pai, Surbhi Bhatia Khan, Surbhi Bhatia Khan, Fatima Asiri, Thyluru Ramakrishna Mahesh

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A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents by Maroua Mehri, Ramzi Chaieb, Karim Kalti, Pierre Héroux, Rémy Mullot, Najoua Essoukri Ben Amara

“…In our experiments, a public corpus of historical document images provided in the context of the historical book recognition contest (HBR2013 dataset: PRImA, Salford, UK) has been used. Qualitative and numerical experiments are given in this study in order to provide a set of comprehensive guidelines on the strengths and the weaknesses of each assessed feature selection algorithm according to the used texture feature set.…”
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Combining occurrence and abundance distribution models for the conservation of the Great Bustard by Chunrong Mi, Falk Huettmann, Rui Sun, Yumin Guo

“…We then applied the Random Forest algorithm (Salford Systems Ltd. Implementation) with eleven predictor variables to forecast the spatial occurrence as well as the abundance distribution. …”
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Improving lung point-of-care ultrasound (POCUS) training and accreditation - a multidisciplinary, multi-centre and multi-pronged approach to development and delivery using the acti... by Mark ZY Tan, Annemarie Brunswicker, Harry Bamber, Alistair Cranfield, Evangelos Boultoukas, Sam Latif

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Contextualizing judgements and decisions in child protection practice at the point of first referral by Guido van de Luitgaarden

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Can Deep Learning Wound Segmentation Algorithms Developed for a Dataset Be Effective for Another Dataset? A Specific Focus on Diabetic Foot Ulcers by Stuardo Lucho, Roozbeh Naemi, Benjamin Castaneda, Sylvie Treuillet

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People’s experiences of distress and psychosocial care following a terrorist attack: interviews with survivors of the Manchester Arena bombing in 2017 by John Stancombe, Richard Williams, John Drury, Hannah Collins, Lizzie Lagan, Alan Barrett, Paul French, Prathiba Chitsabesan

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