Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.

Autor: Ali S; School of Computing, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds, LS2 9JT, UK. s.s.ali@leeds.ac.uk.; Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, OX3 7DQ, UK. s.s.ali@leeds.ac.uk.; Oxford National Institute for Health Research Biomedical Research Centre, Oxford, OX4 2PG, UK. s.s.ali@leeds.ac.uk., Ghatwary N; Computer Engineering Department, Arab Academy for Science and Technology, Smart Village, Giza, Egypt., Jha D; SimulaMet, 0167, Oslo, Norway.; Department of Computer Science, UiT The Arctic University of Norway, Hansine Hansens veg 18, 9019, Tromsø, Norway., Isik-Polat E; Graduate School of Informatics, Middle East Technical University, 06800, Ankara, Turkey., Polat G; Graduate School of Informatics, Middle East Technical University, 06800, Ankara, Turkey., Yang C; City University of Hong Kong, Kowloon, Hong Kong., Li W; City University of Hong Kong, Kowloon, Hong Kong., Galdran A; BCN MedTech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, 08018, Barcelona, Spain., Ballester MG; BCN MedTech, Department of Information and Communication Technologies, Universitat Pompeu Fabra, 08018, Barcelona, Spain.; ICREA, Barcelona, Spain., Thambawita V; SimulaMet, 0167, Oslo, Norway., Hicks S; SimulaMet, 0167, Oslo, Norway., Poudel S; Department of IT Convergence Engineering, Gachon University, Seongnam, 13120, Republic of Korea., Lee SW; Department of IT Convergence Engineering, Gachon University, Seongnam, 13120, Republic of Korea., Jin Z; College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027, China., Gan T; College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027, China., Yu C; Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China., Yan J; Department of Automation, Tsinghua University, Beijing, 100084, China., Yeo D; Smart Sensing and Diagnosis Research Division, Korea Atomic Energy Research Institute, Taejon, 34057, Republic of Korea., Lee H; Daegu-Gyeongbuk Medical Innovation Foundation, Medical Device Development Center, Taegu, 427724, Republic of Korea., Tomar NK; NepAL Applied Mathematics and Informatics Institute for Research (NAAMII), Kathmandu, Nepal., Haithami M; Computer Science Department, University of Nottingham, Malaysia Campus, 43500, Semenyih, Malaysia., Ahmed A; Computer Science, Edge Hill University, Lancashire, United Kingdom., Riegler MA; SimulaMet, 0167, Oslo, Norway.; Department of Computer Science, UiT The Arctic University of Norway, Hansine Hansens veg 18, 9019, Tromsø, Norway., Daul C; CRAN UMR 7039, Université de Lorraine and CNRS, 54500, Vandœuvre-Lès-Nancy, France., Halvorsen P; SimulaMet, 0167, Oslo, Norway.; Oslo Metropolitan University, Pilestredet 46, 0167, Oslo, Norway., Rittscher J; Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, OX3 7DQ, UK., Salem OE; Faculty of Medicine, University of Alexandria, Alexandria, 21131, Egypt., Lamarque D; Université de Versailles St-Quentin en Yvelines, Hôpital Ambroise Paré, 9 Av. Charles de Gaulle, 92100, Boulogne-Billancourt, France., Cannizzaro R; CRO Centro Riferimento Oncologico IRCCS Aviano Italy, Via Franco Gallini, 2, 33081, Aviano, PN, Italy., Realdon S; CRO Centro Riferimento Oncologico IRCCS Aviano Italy, Via Franco Gallini, 2, 33081, Aviano, PN, Italy.; Veneto Institute of Oncology IOV-IRCCS, Via Gattamelata, 64, 35128, Padua, Italy., de Lange T; Medical Department, Sahlgrenska University Hospital-Mölndal, Blå stråket 5, 413 45, Göteborg, Sweden.; Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, 41345, Göteborg, Sweden.; Augere Medical, Nedre Vaskegang 6, Oslo, 0186, Norway., East JE; Oxford National Institute for Health Research Biomedical Research Centre, Oxford, OX4 2PG, UK.; Translational Gastroenterology Unit, Nuffield Department of Medicine, Experimental Medicine Division, John Radcliffe Hospital, University of Oxford, Oxford, OX3 9DU, UK.

Publikováno v: Scientific reports [Sci Rep] 2024 Jan 23; Vol. 14 (1), pp. 2032. Date of Electronic Publication: 2024 Jan 23.

A multi-centre polyp detection and segmentation dataset for generalisability assessment.

Autor: Ali S; School of Computing, University of Leeds, LS2 9JT, Leeds, United Kingdom. s.s.ali@leeds.ac.uk.; Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, OX3 7DQ, Oxford, United Kingdom. s.s.ali@leeds.ac.uk.; Oxford National Institute for Health Research Biomedical Research centre, OX4 2PG, Oxford, United Kingdom. s.s.ali@leeds.ac.uk., Jha D; SimulaMet, Pilestredet 52, 0167, Oslo, Norway.; Department of Computer Science, UiT The Arctic University of Norway, Hansine Hansens veg 18, 9019, Tromsø, Norway.; Machine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, USA., Ghatwary N; Computer Engineering Department, Arab Academy for Science and Technology,Smart Village, Giza, Egypt., Realdon S; Oncological Gastroenterology - Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 2, 33081, Aviano, PN, Italy., Cannizzaro R; Oncological Gastroenterology - Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 2, 33081, Aviano, PN, Italy.; Department of Medical, Surgical and Health Sciences, University of Trieste, 34127, Trieste, Italy., Salem OE; Faculty of Medicine, University of Alexandria, 21131, Alexandria, Egypt., Lamarque D; Université de Versailles St-Quentin en Yvelines, Hôpital Ambroise Paré, 9 Av. Charles de Gaulle, 92100, Boulogne-Billancourt, France., Daul C; CRAN UMR 7039, Université de Lorraine and CNRS, F-54010, Vandœuvre-Lès-Nancy, France., Riegler MA; SimulaMet, Pilestredet 52, 0167, Oslo, Norway.; Department of Computer Science, UiT The Arctic University of Norway, Hansine Hansens veg 18, 9019, Tromsø, Norway., Anonsen KV; Oslo University Hospital Ullevål, Kirkeveien 166, 0450, Oslo, Norway., Petlund A; Augere Medical, Nedre Vaskegang 6, 0186, Oslo, Norway., Halvorsen P; SimulaMet, Pilestredet 52, 0167, Oslo, Norway.; Oslo Metropolitan University, Pilestredet 46, 0167, Oslo, Norway., Rittscher J; Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, OX3 7DQ, Oxford, United Kingdom.; Oxford National Institute for Health Research Biomedical Research centre, OX4 2PG, Oxford, United Kingdom., de Lange T; Augere Medical, Nedre Vaskegang 6, 0186, Oslo, Norway.; Medical Department, Sahlgrenska University Hospital-Mölndal, Blå stråket 5, 413 45, Göteborg, Sweden.; Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, 41345, Göteborg, Sweden., East JE; Oxford National Institute for Health Research Biomedical Research centre, OX4 2PG, Oxford, United Kingdom.; Translational Gastroenterology Unit, Experimental Medicine Div., John Radcliffe Hospital, University of Oxford, OX3 9DU, Oxford, United Kingdom.

Publikováno v: Scientific data [Sci Data] 2023 Feb 06; Vol. 10 (1), pp. 75. Date of Electronic Publication: 2023 Feb 06.

Frequency and risk factors of H. pylori infection among dental students: an observational cross-sectional study.

Autor: Mikhail, Christine Raouf George¹ (AUTHOR) crm00@fayoum.edu.eg, Abd El Maksoud Mohamed, Abeer² (AUTHOR), Shaker, Olfat Gamil³ (AUTHOR), EL Desouky, Eman⁴ (AUTHOR), Shalaby, Rania Hassan¹ (AUTHOR)

Publikováno v: Scientific Reports. 11/18/2023, Vol. 13 Issue 1, p1-8. 8p.

Detection of autism spectrum disorder (ASD) in children and adults using machine learning.

Autor: Farooq, Muhammad Shoaib¹ (AUTHOR), Tehseen, Rabia² (AUTHOR), Sabir, Maidah¹ (AUTHOR), Atal, Zabihullah³ (AUTHOR) z.atal@kardan.edu.af

Publikováno v: Scientific Reports. 6/14/2023, Vol. 13 Issue 1, p1-13. 13p.

Assessing clinical efficacy of polyp detection models using open-access datasets.

Autor: Aizenman, Gabriel Marchese, Salvagnini, Pietro, Cherubini, Andrea, Biffi, Carlo

Publikováno v: Frontiers in Oncology; 2024, p1-10, 10p