Machine learning driven prediction of cerebrospinal fluid rhinorrhoea following endonasal skull base surgery: A multicentre prospective observational study by CRANIAL Consortium, Adrito Das, Danyal Z. Khan, Danail Stoyanov, Hani J. Marcus, Soham Bandyopadhyay, Benjamin E. Schroeder, Vikesh Patel, Alice O’Donnell, Neurology and Neurosurgery Interest Group, British Neurosurgical Trainee Research Collaborative, Anastasios Giamouriadis, Pragnesh Bhatt, Bhaskar Ram, Adithya Varma, Philip Weir, Brendan Hanna, Theodore C. Hirst, Patrick McAleavey, Alessandro Paluzzi, Georgios Tsermoulas, Shahzada Ahmed, Wai Cheong Soon, Yasir Arafat Chowdhury, Suhaib Abualsaud, Shumail Mahmood, Paresh Naik, Zohra Haiderkhan, Rafid Al-Mahfoudh, Andrea Perera, Mircea Rus, Adam Williams, Charles Hand, Kumar Abhinav, Cristina Cernei, Aiman Dilnawaz, Richard Mannion, Thomas Santarius, James Tysome, Rishi Sharma, Angelos G. Kolias, Neil Donnelly, Vikesh Patel, Ashwin Venkatesh, Caroline Hayhurst, Amr Mohamed, Benjamin Stew, Joseph Merola, Setthasorn Zhi Yang, Mahmoud Kamel, Mohammad Habibullah Khan, Sahibzada Abrar, Christopher Mckeon, Daniel McSweeney, Mohsen Javadpour, Peter Lacy, Daniel Murray, Elena Roman, Kismet Hossain-Ibrahim, David Bennett, Nathan McSorley, Adam Hounat, Patrick Statham, Mark Hughes, Alhafidz Hamdan, Caroline Scott, Jigi Moudgil-Joshi, Anuj Bahl, Anna Bjornson, Daniel Gatt, Nick Phillips, Neeraj Kalra, Melissa Bautista, Seerat Shirazi, Catherine E. Gilkes, Christopher P. Millward, Ahmad MS. Ali, Dimitris Paraskevopoulos, Jarnail Bal, Samir Matloob, Rhannon Lobo, Nigel Mendoza, Ramesh Nair, Arthur Dalton, Adarsh Nadig, Lucas Hernandez, Nick Thomas, Eleni Maratos, Jonathan Shapey, Sinan Al-Barazi, Asfand Baig Mirza, Mohamed Okasha, Prabhjot Singh Malhotra, Razna Ahmed, Neil L. Dorward, Joan Grieve, Hani J. Marcus, Parag Sayal, David Choi, Ivan Cabrilo, Hugo Layard Horsfall, Jonathan Pollock, Alireza Shoakazemi, Oscar Maccormac, Guru N K. Amirthalingam, Andrew Martin, Simon Stapleton, Florence Hogg, Daniel Richardson, Kanna Gnanalingham, Omar Pathmanaban, Daniel M. Fountain, Raj Bhalla, Cathal J. Hannan, Annabel Chadwick, Alistair Jenkins, Claire Nicholson, Syed Shumon, Mohamed Youssef<, Callum Allison, Graham Dow, Iain Robertson, Laurence Johann Glancz, Murugan Sitaraman, Ashwin Kumaria, Ananyo Bagchi, Simon Cudlip, Jane Halliday, Rory J. Piper, Alexandros Boukas, Meriem Amarouche, Damjan Veljanoski, Samiul Muquit, Ellie Edlmann, Haritha Maripi, Yi Wang, Mehnaz Hossain, Andrew Alalade, Syed Maroof, Pradnya Patkar, Saurabh Sinha, Showkat Mirz, Duncan Henderson, Mohammad Saud Khan, Nijaguna Mathad, Jonathan Hempenstall, Difei Wang, Pavan Marwaha, Simon Shaw, Georgios Solomou, Alina Shrestha

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CSF rhinorrhoea after endonasal intervention to the skull base (CRANIAL): A multicentre prospective observational study by CRANIAL Consortium, Danyal Z Khan, Hani J Marcus, Soham Bandyopadhyay, Benjamin E Schroeder, Vikesh Patel, Alice O’Donnell, Neurology and Neurosurgery Interest Group, British Neurosurgical Trainee Research Collaborative, Anastasios Giamouriadis, Pragnesh Bhatt, Bhaskar Ram, Adithya Varma, Philip Weir, Brendan Hanna, Theodore C Hirst, Patrick McAleavey, Alessandro Paluzzi, Georgios Tsermoulas, Shahzada Ahmed, Wai Cheong Soon, Yasir Arafat Chowdhury, Suhaib Abualsaud, Shumail Mahmood, Paresh Naik, Zohra Haiderkhan, Rafid Al-Mahfoudh, Andrea Perera, Mircea Rus, Adam Williams, Charles Hand, Kumar Abhinav, Cristina Cernei, Aiman Dilnawaz, Richard Mannion, Thomas Santarius, James Tysome, Rishi Sharma, Angelos G Kolias, Neil Donnelly, Vikesh Patel, Ashwin Venkatesh, Caroline Hayhurst, Amr Mohamed, Benjamin Stew, Joseph Merola, Setthasorn Zhi Yang Ooi, Mahmoud Kamel, Mohammad Habibullah Khan, Sahibzada Abrar, Christopher Mckeon, Daniel McSweeney, Mohsen Javadpour, Peter Lacy, Daniel Murray, Elena Roman, Kismet Hossain-Ibrahim, Peter Ross, David Bennett, Nathan McSorley, Adam Hounat, Patrick Statham, Mark Hughes, Alhafidz Hamdan, Caroline Scott, Jigi Moudgil-Joshi, Anuj Bahl, Anna Bjornson, Daniel Gatt, Nick Phillips, Neeraj Kalra, Melissa Bautista, Seerat Shirazi, Catherine E Gilkes, Christopher P Millward, Ahmad MS Ali, Dimitris Paraskevopoulos, Jarnail Bal, Samir Matloob, Rhannon Lobo, Nigel Mendoza, Ramesh Nair, Arthur Dalton, Adarsh Nadig, Lucas Hernandez, Nick Thomas, Eleni Maratos, Jonathan Shapey, Sinan Al-Barazi, Asfand Baig Mirza, Mohamed Okasha, Prabhjot Singh Malhotra, Razna Ahmed, Neil L Dorward, Joan Grieve, Parag Sayal, David Choi, Ivan Cabrilo, Hugo Layard Horsfall, Jonathan Pollock, Alireza Shoakazemi, Oscar Maccormac, Guru N K Amirthalingam, Andrew Martin, Simon Stapleton, Florence Hogg, Daniel Richardson, Kanna Gnanalingham, Omar Pathmanaban, Daniel M Fountain, Raj Bhalla, Cathal J Hannan, Annabel Chadwick, Alistair Jenkins, Claire Nicholson, Syed Shumon, Mohamed Youssef, Callum Allison, Graham Dow, Iain Robertson, Laurence Johann Glancz, Murugan Sitaraman, Ashwin Kumaria, Ananyo Bagchi, Simon Cudlip, Jane Halliday, Rory J Piper, Alexandros Boukas, Meriem Amarouche, Damjan Veljanoski, Samiul Muquit, Ellie Edlmann, Haritha Maripi, Yi Wang, Mehnaz Hossain, Andrew Alalade, Syed Maroof, Pradnya Patkar, Saurabh Sinha, Showkat Mirza, Duncan Henderson, Mohammad Saud Khan, Nijaguna Mathad, Jonathan Hempenstall, Difei Wang, Department of Neurosurgery, Pavan Marwaha, Simon Shaw, Georgios Solomou, Alina Shrestha, Andrew Fraser, Theodore Hirst, Yasir Chowdhury, Sobiya Bilal, Jack Wildman, Ashwin Venkatesh, Priya Babu, Cian Carey, Renitha Reddi Bathuni, Kismet Hossain-Ibrahim, Joseph Nathaniel Brennan, Anna Bjornson, Howra Ktayen, Sandhya T Trichinopoly, Samir Matloob, Adarsh Nadig, Mohamed Okasha, Danyal Khan, Alireza Shoakazemi, Florence Hogg, Seun Sobawale, Amir Suliman, Ashwin Kumaria, Rory Piper, Will Owen, Ellie Edlmann, Afaq Sartaj, Edward Goacher, Euan Strachan, Giorgios Solomou

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