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

Prolificacy and Its Relationship with Age, Body Weight, Parity, Previous Litter Size and Body Linear Type Traits in Meat-type Goats

Autor: Avijit Haldar, Prasenjit Pal, M. Datta, Rajesh Paul, Saumen K. Pal, Debasis Majumdar, Chanchal K. Biswas, Subhransu Pan

Publikováno v: Asian-Australasian Journal of Animal Sciences, Vol 27, Iss 5, Pp 628-634 (2014)

Data on age and body weight at breeding, parity, previous litter size, days open and some descriptive body linear traits from 389 meat-type, prolific Black Bengal goats in Tripura State of India, were collected for 3 and 1/2 years (2007 to 2010) and

Externí odkaz: https://doaj.org/article/45a134ffbba84b6a8d1b37d2fae2cf22

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

PWE-065 Four years’ experience of the use of endoscopic ultrasound for the diagnosis of pancreatic malignancy

Autor: Chaonan Dong, Andrew Oliver, Mamatha Devaraj, Jeremy Dean, Frankie Rasteli, Vikramjit Mitra, Debasis Majumdar

Publikováno v: Posters.

Introduction EUS guided tissue acquisition is an extensively used investigation to confirm the histopathological diagnosis in PB lesions. The Joint Advisory Group (JAG) suggests an adequacy rate of more than 75% for EUS-Fine Needle Aspiration cytolog

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ce929c7085f7a359f96514a289ad76d2
https://doi.org/10.1136/gutjnl-2019-bsgabstracts.296

PTH-014 Diagnostic performance of ERCP guided biliary brush cytology– experience from a non-HPB centre in UK

Autor: Vikramjit Mitra, Debasis Majumdar, Mohamed Elzubier

Publikováno v: Posters.

Introduction Biliary brush cytology is an important investigation in the assessment of bile duct strictures. A meta-analysis1 showed that the pooled sensitivities and specificities of biliary brush cytology for the diagnosis of malignant biliary stri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a3c2032e453c66fabcea00e21241c0bb
https://doi.org/10.1136/gutjnl-2019-bsgabstracts.39