Development and validation of a risk prediction model to diagnose Barrett's oesophagus (MARK-BE): a case-control machine learning approach

Autor: Avi Rosenfeld, PhD, David G Graham, MBBS, Sarah Jevons, PhD, Jose Ariza, RGN, Daryl Hagan, MSc, Ash Wilson, BSc, Samuel J Lovat, Sarmed S Sami, MBBS, Omer F Ahmad, MBBS, Marco Novelli, ProfMBChB, Manuel Rodriguez Justo, MBBS, Alison Winstanley, MBBS, Eliyahu M Heifetz, PhD, Mordehy Ben-Zecharia, PhD, Uria Noiman, PhD, Rebecca C Fitzgerald, ProfMBChB, Peter Sasieni, ProfPhD, Laurence B Lovat, ProfMBBS, Karen Coker, Wanfeng Zhao, Kathryn Brown, Beverley Haynes, Tara Nuckcheddy Grant, Massimiliano di Pietro, Eleanor Dewhurst, Bincy Alias, Leanne Mills, Caroline Wilson, Elizabeth Bird-Lieberman, Jan Bornschein, Yean Lim, Kareem Shariff, Roberto Cayado Lopez, Myrna Udarbe, Claire Shaw, Glynis Rose, Ian Sargeant, M Al-Izzi, Roisin Schimmel, Elizabeth Green, Morgan Moorghen, Reshma Kanani, Mariann Baulf, Jayne Butcher, Adil Butt, Steve Bown, Gideon Lipman, Rami Sweis, Vinay Sehgal, Matthew Banks, Rehan Haidry, John Louis-Auguste, Darina Kohoutova, Sarah Kerr, Victor Eneh, Nigel Butter, Haroon Miah, Rommel Butawan, Grace Adesina, Sabrina Holohan, Joan Idris, Nick Hayes, Shajahan Wahed, Nelson Kath Houghton, Marc Hopton, Anne Eastick, Debasis Majumdar, Kassem Manuf, Lyndsey Fieldson, Helen Bailey, Jacobo Fernandez-Sordo Ortiz, Mina Patel, Suzanne Henry, Samantha Warburton, Jonathan White, Lisa Gadeke, Beverley Longhurst, Richmond Abeseabe, Peter Basford, Rupam Bhattacharyya, Scott Elliot, Roisin Bevan, Carly Brown, Philippa Laverick, Gayle Clifford, Anita Gibbons, Julie Ingmire, Abdullah Mawas, Jacquelyn Harvey, Sharon Cave

Publikováno v: The Lancet: Digital Health, Vol 2, Iss 1, Pp e37-e48 (2020)

Summary: Background: Screening for Barrett's oesophagus relies on endoscopy, which is invasive and few who undergo the procedure are found to have the condition. We aimed to use machine learning techniques to develop and externally validate a simple

Externí odkaz: https://doaj.org/article/a1c2697d1f57456aa1b1b0078466e610

Development and validation of a risk prediction model to diagnose Barrett's oesophagus (MARK-BE): a case-control machine learning approach

Autor: Sharon Cave, Vinay Sehgal, Samuel J Lovat, Lyndsey Fieldson, Eliyahu M Heifetz, Beverley Longhurst, Jan Bornschein, Debasis Majumdar, Matthew R. Banks, Kathryn Brown, Jayne Butcher, Morgan Moorghen, Omer F. Ahmad, Grace Adesina, Myrna Udarbe, Suzanne Henry, Sarah Jevons, M Al-Izzi, Joan Idris, Rommel Butawan, Elizabeth L. Bird-Lieberman, Julie Ingmire, Steve Bown, Beverley Haynes, Ash Wilson, Peter Sasieni, Nick Hayes, Gayle Clifford, Jacquelyn Harvey, Marco Novelli, Tara Nuckcheddy Grant, Marc Hopton, Kassem Manuf, Carly Brown, Sabrina Holohan, Samantha Warburton, Roisin Schimmel, Uria Noiman, John Louis-Auguste, Manuel Rodriguez–Justo, Mina Patel, Avi Rosenfeld, Roisin Bevan, Leanne Mills, Gideon Lipman, Shajahan Wahed, David Graham, Elizabeth Green, Yean Lim, Jonathan R. White, Mordehy Ben-Zecharia, Rami Sweis, Glynis Rose, Wanfeng Zhao, Sarmed S. Sami, Reshma Kanani, Laurence Lovat, Claire Shaw, Sarah Kerr, Nigel Butter, Karen Coker, Alison Winstanley, Haroon Miah, Jacobo Fernandez-Sordo Ortiz, Caroline Wilson, Roberto Cayado Lopez, Rebecca C. Fitzgerald, Bincy Alias, Massimiliano di Pietro, Anne Eastick, Darina Kohoutova, Ian Sargeant, Adil Butt, Rupam Bhattacharyya, Abdullah Mawas, Lisa Gadeke, Nelson Kath Houghton, Kareem M. Shariff, Mariann Baulf, Richmond Abeseabe, Peter Basford, Helen Bailey, Scott Elliot, Philippa Laverick, Eleanor Dewhurst, Victor Eneh, Anita Gibbons, Rehan Haidry, Daryl Hagan, Jose Ariza

Publikováno v: The Lancet: Digital Health, Vol 2, Iss 1, Pp e37-e48 (2020)

Summary Background Screening for Barrett's oesophagus relies on endoscopy, which is invasive and few who undergo the procedure are found to have the condition. We aimed to use machine learning techniques to develop and externally validate a simple ri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::401663ab0c67d40c05c28e01f65d70e1
https://doi.org/10.1016/s2589-7500(19)30216-x

Seasonality of Old World screwworm myiasis in the Mesopotamia valley in Iraq

Autor: S. Al Jowary, M. Al Izzi, Martin J. R. Hall, A. Siddig, J. Slingenbergh, J. Hopkins

Publikováno v: Medical and Veterinary Entomology. 19:140-150

Following the first recorded introduction of the Old World screwworm fly (OWS), Chrysomya bezziana Villeneuve (Diptera: Calliphoridae), into the Mesopotamia valley in Iraq in September 1996, cases of livestock myiasis caused by OWS developed a distin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a7913aec38f474b1ae529165cb12dfb1
https://doi.org/10.1111/j.0269-283x.2005.00556.x

Phylogeography and recent emergence of the Old World screwworm fly, Chrysomya bezziana, based on mitochondrial and nuclear gene sequences

Autor: Martin J. R. Hall, J. M. Testa, M. Khalaj, M. Al‐Izzi, Paul D. Ready, A.H. Wardhana

Publikováno v: Medical and veterinary entomology. 23

A previous study had identified an African and an Asian race of the Old World screwworm fly, Chrysomya bezziana Villeneuve (Diptera: Calliphoridae), based on the 3′ terminal 279 basepairs (bp) of the mitochondrial cytochrome b gene. The current stu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de121f310d8df2a17da3111e213bf9bd
https://pubmed.ncbi.nlm.nih.gov/19335829

Testicular granulocytic sarcoma, a source of diagnostic confusion

Autor: J. Constantinou, M. Al-Izzi, T.A. McNicholas, T. Nitkunan

Publikováno v: Urology. 64(4)

We report a case of granulocytic sarcoma of the testis without hematologic manifestations. The patient was disease free 7 years after the initial presentation. The initial pathology interpretation favored a diagnosis of high-grade non-Hodgkin's lymph

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bcdf678676a814a8d9706a2de2301389
https://pubmed.ncbi.nlm.nih.gov/15491733