The artificial intelligence-based model ANORAK improves histopathological grading of lung adenocarcinoma

Xiaoxi Pan, Khalid AbdulJabbar, Jose Coelho-Lima, Anca-Ioana Grapa, Hanyun Zhang, Alvin Ho Kwan Cheung, Juvenal Baena, Takahiro Karasaki, Claire Rachel Wilson, Marco Sereno, Selvaraju Veeriah, Sarah J. Aitken, Allan Hackshaw, Andrew G. Nicholson, Mariam Jamal-Hanjani, Unknown, John Le Quesne, Sam M. Janes, Anne-Marie Hacker, Abigail Sharp, Sean Smith, Harjot Kaur Dhanda, Kitty Chan, Camilla Pilotti, Rachel Leslie, David Chuter, Mairead MacKenzie, Serena Chee, Aiman Alzetani, Eric Lim, Paulo De Sousa, Simon Jordan, Alexandra Rice, Hilgardt Raubenheimer, Harshil Bhayani, Lyn Ambrose, Anand Devaraj, Hema Chavan, Sofina Begum, Silviu I. Buderi, Daniel Kaniu, Mpho Malima, Sarah Booth, Nadia Fernandes, Pratibha Shah, Chiara Proli, Madeleine Hewish, Sarah Danson, Michael J. Shackcloth, Lily Robinson, Peter Russell, Kevin G. Blyth, Andrew Kidd, Alan Kirk, Mo Asif, Rocco Bilancia, Nikos Kostoulas, Mathew Thomas, Craig Dick, Jason F. Lester, Amrita Bajaj, Apostolos Nakas, Azmina Sodha-Ramdeen, Mohamad Tufail, Molly Scotland, Rebecca Boyles, Sridhar Rathinam, Dean A. Fennell, Claire Wilson, Domenic Marrone, Sean Dulloo, Gurdeep Matharu, Jacqui A. Shaw, Joan Riley, Lindsay Primrose, Ekaterini Boleti, Heather Cheyne, Mohammed Khalil, Shirley Richardson, Tracey Cruickshank, Gillian Price, Keith M. Kerr, Sarah Benafif, Dionysis Papadatos-Pastos, James Wilson, Tanya Ahmad, Jack French, Kayleigh Gilbert, Babu Naidu, Akshay J. Patel, Aya Osman, Christer Lacson, Gerald Langman, Helen Shackleford, Madava Djearaman, Salma Kadiri, Gary Middleton, Angela Leek, Jack Davies Hodgkinson, Nicola Totten, Angeles Montero, Elaine Smith, Eustace Fontaine, Felice Granato, Juliette Novasio, Kendadai Rammohan, Leena Joseph, Paul Bishop, Rajesh Shah, Stuart Moss, Vijay Joshi, Philip Crosbie, Antonio Paiva-Correia, Anshuman Chaturvedi, Lynsey Priest, Pedro Oliveira, Fabio Gomes, Kate Brown, Mathew Carter, Colin R. Lindsay, Fiona H. Blackhall, Matthew G. Krebs, Yvonne Summers, Alexandra Clipson, Jonathan Tugwood, Alastair Kerr, Dominic G. Rothwell, Caroline Dive, Hugo J. W. L. Aerts, Roland F. Schwarz, Tom L. Kaufmann, Peter Van Loo, Gareth A. Wilson, Rachel Rosenthal, Andrew Rowan, Chris Bailey, Claudia Lee, Emma Colliver, Katey S. S. Enfield, Mark S. Hill, Mihaela Angelova, Oriol Pich, Michelle Leung, Alexander M. Frankell, Crispin T. Hiley, Emilia L. Lim, Haoran Zhai, Maise Al Bakir, Nicolai J. Birkbak, Olivia Lucas, Ariana Huebner, Clare Puttick, Kristiana Grigoriadis, Michelle Dietzen, Dhruva Biswas, Foteini Athanasopoulou, Sophia Ward, Jonas Demeulemeester, Carla Castignani, Elizabeth Larose Cadieux, Judit Kisistok, Mateo Sokac, Zoltan Szallasi, Miklos Diossy, Roberto Salgado, Aengus Stewart, Alastair Magness, Clare E. Weeden, Dina Levi, Eva Grönroos, Imran Noorani, Jacki Goldman, Mickael Escudero, Philip Hobson, Roberto Vendramin, Stefan Boeing, Tamara Denner, Vittorio Barbè, Wei-Ting Lu, William Hill, Yutaka Naito, Zoe Ramsden, George Kassiotis, Angela Dwornik, Angeliki Karamani, Benny Chain, David R. Pearce, Despoina Karagianni, Felip Gálvez-Cancino, Georgia Stavrou, Gerasimos Mastrokalos, Helen L. Lowe, Ignacio Garcia Matos, James L. Reading, John A. Hartley, Kayalvizhi Selvaraju, Kezhong Chen, Leah Ensell, Mansi Shah, Maria Litovchenko, Olga Chervova, Piotr Pawlik, Robert E. Hynds, Samuel Gamble, Seng Kuong Anakin Ung, Supreet Kaur Bola, Victoria Spanswick, Yin Wu, Othman Al-Sawaf, Thomas Patrick Jones, Stephan Beck, Miljana Tanic, Teresa Marafioti, Elaine Borg, Mary Falzon, Reena Khiroya, Antonia Toncheva, Christopher Abbosh, Corentin Richard, Cristina Naceur-Lombardelli, Francisco Gimeno-Valiente, Krupa Thakkar, Mariana Werner Sunderland, Monica Sivakumar, Nnennaya Kanu, Paulina Prymas, Sadegh Saghafinia, Sharon Vanloo, Jie Min Lam, Wing Kin Liu, Abigail Bunkum, Sonya Hessey, Simone Zaccaria, Carlos Martínez-Ruiz, James R. M. Black, Kerstin Thol, Robert Bentham, Kevin Litchfield, Nicholas McGranahan, Sergio A. Quezada, Martin D. Forster, Siow Ming Lee, Javier Herrero, Emma Nye, Richard Kevin Stone, Jerome Nicod, Jayant K. Rane, Karl S. Peggs, Kevin W. Ng, Krijn Dijkstra, Matthew R. Huska, Emilie Martinoni Hoogenboom, Fleur Monk, James W. Holding, Junaid Choudhary, Kunal Bhakhri, Marco Scarci, Pat Gorman, Robert C. M. Stephens, Yien Ning Sophia Wong, Zoltan Kaplar, Steve Bandula, Thomas B. K. Watkins, Catarina Veiga, Gary Royle, Charles-Antoine Collins-Fekete, Francesco Fraioli, Paul Ashford, Alexander James Procter, Asia Ahmed, Magali N. Taylor, Arjun Nair, David Lawrence, Davide Patrini, Neal Navani, Ricky M. Thakrar, Charles Swanton, Yinyin Yuan, John Le Quesne, David A. Moore

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DOI
10.1038/s43018-023-00694-w
Published
2024-01-10
Container
Nature Cancer
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s43018-023-00694-w,
  title = {The artificial intelligence-based model ANORAK improves histopathological grading of lung adenocarcinoma},
  author = {Xiaoxi Pan and Khalid AbdulJabbar and Jose Coelho-Lima and Anca-Ioana Grapa and Hanyun Zhang and Alvin Ho Kwan Cheung and Juvenal Baena and Takahiro Karasaki and Claire Rachel Wilson and Marco Sereno and Selvaraju Veeriah and Sarah J. Aitken and Allan Hackshaw and Andrew G. Nicholson and Mariam Jamal-Hanjani and Unknown and John Le Quesne and Sam M. Janes and Anne-Marie Hacker and Abigail Sharp and Sean Smith and Harjot Kaur Dhanda and Kitty Chan and Camilla Pilotti and Rachel Leslie and David Chuter and Mairead MacKenzie and Serena Chee and Aiman Alzetani and Eric Lim and Paulo De Sousa and Simon Jordan and Alexandra Rice and Hilgardt Raubenheimer and Harshil Bhayani and Lyn Ambrose and Anand Devaraj and Hema Chavan and Sofina Begum and Silviu I. Buderi and Daniel Kaniu and Mpho Malima and Sarah Booth and Nadia Fernandes and Pratibha Shah and Chiara Proli and Madeleine Hewish and Sarah Danson and Michael J. Shackcloth and Lily Robinson and Peter Russell and Kevin G. Blyth and Andrew Kidd and Alan Kirk and Mo Asif and Rocco Bilancia and Nikos Kostoulas and Mathew Thomas and Craig Dick and Jason F. Lester and Amrita Bajaj and Apostolos Nakas and Azmina Sodha-Ramdeen and Mohamad Tufail and Molly Scotland and Rebecca Boyles and Sridhar Rathinam and Dean A. Fennell and Claire Wilson and Domenic Marrone and Sean Dulloo and Gurdeep Matharu and Jacqui A. Shaw and Joan Riley and Lindsay Primrose and Ekaterini Boleti and Heather Cheyne and Mohammed Khalil and Shirley Richardson and Tracey Cruickshank and Gillian Price and Keith M. Kerr and Sarah Benafif and Dionysis Papadatos-Pastos and James Wilson and Tanya Ahmad and Jack French and Kayleigh Gilbert and Babu Naidu and Akshay J. Patel and Aya Osman and Christer Lacson and Gerald Langman and Helen Shackleford and Madava Djearaman and Salma Kadiri and Gary Middleton and Angela Leek and Jack Davies Hodgkinson and Nicola Totten and Angeles Montero and Elaine Smith and Eustace Fontaine and Felice Granato and Juliette Novasio and Kendadai Rammohan and Leena Joseph and Paul Bishop and Rajesh Shah and Stuart Moss and Vijay Joshi and Philip Crosbie and Antonio Paiva-Correia and Anshuman Chaturvedi and Lynsey Priest and Pedro Oliveira and Fabio Gomes and Kate Brown and Mathew Carter and Colin R. Lindsay and Fiona H. Blackhall and Matthew G. Krebs and Yvonne Summers and Alexandra Clipson and Jonathan Tugwood and Alastair Kerr and Dominic G. Rothwell and Caroline Dive and Hugo J. W. L. Aerts and Roland F. Schwarz and Tom L. Kaufmann and Peter Van Loo and Gareth A. Wilson and Rachel Rosenthal and Andrew Rowan and Chris Bailey and Claudia Lee and Emma Colliver and Katey S. S. Enfield and Mark S. Hill and Mihaela Angelova and Oriol Pich and Michelle Leung and Alexander M. Frankell and Crispin T. Hiley and Emilia L. Lim and Haoran Zhai and Maise Al Bakir and Nicolai J. Birkbak and Olivia Lucas and Ariana Huebner and Clare Puttick and Kristiana Grigoriadis and Michelle Dietzen and Dhruva Biswas and Foteini Athanasopoulou and Sophia Ward and Jonas Demeulemeester and Carla Castignani and Elizabeth Larose Cadieux and Judit Kisistok and Mateo Sokac and Zoltan Szallasi and Miklos Diossy and Roberto Salgado and Aengus Stewart and Alastair Magness and Clare E. Weeden and Dina Levi and Eva Grönroos and Imran Noorani and Jacki Goldman and Mickael Escudero and Philip Hobson and Roberto Vendramin and Stefan Boeing and Tamara Denner and Vittorio Barbè and Wei-Ting Lu and William Hill and Yutaka Naito and Zoe Ramsden and George Kassiotis and Angela Dwornik and Angeliki Karamani and Benny Chain and David R. Pearce and Despoina Karagianni and Felip Gálvez-Cancino and Georgia Stavrou and Gerasimos Mastrokalos and Helen L. Lowe and Ignacio Garcia Matos and James L. Reading and John A. Hartley and Kayalvizhi Selvaraju and Kezhong Chen and Leah Ensell and Mansi Shah and Maria Litovchenko and Olga Chervova and Piotr Pawlik and Robert E. Hynds and Samuel Gamble and Seng Kuong Anakin Ung and Supreet Kaur Bola and Victoria Spanswick and Yin Wu and Othman Al-Sawaf and Thomas Patrick Jones and Stephan Beck and Miljana Tanic and Teresa Marafioti and Elaine Borg and Mary Falzon and Reena Khiroya and Antonia Toncheva and Christopher Abbosh and Corentin Richard and Cristina Naceur-Lombardelli and Francisco Gimeno-Valiente and Krupa Thakkar and Mariana Werner Sunderland and Monica Sivakumar and Nnennaya Kanu and Paulina Prymas and Sadegh Saghafinia and Sharon Vanloo and Jie Min Lam and Wing Kin Liu and Abigail Bunkum and Sonya Hessey and Simone Zaccaria and Carlos Martínez-Ruiz and James R. M. Black and Kerstin Thol and Robert Bentham and Kevin Litchfield and Nicholas McGranahan and Sergio A. Quezada and Martin D. Forster and Siow Ming Lee and Javier Herrero and Emma Nye and Richard Kevin Stone and Jerome Nicod and Jayant K. Rane and Karl S. Peggs and Kevin W. Ng and Krijn Dijkstra and Matthew R. Huska and Emilie Martinoni Hoogenboom and Fleur Monk and James W. Holding and Junaid Choudhary and Kunal Bhakhri and Marco Scarci and Pat Gorman and Robert C. M. Stephens and Yien Ning Sophia Wong and Zoltan Kaplar and Steve Bandula and Thomas B. K. Watkins and Catarina Veiga and Gary Royle and Charles-Antoine Collins-Fekete and Francesco Fraioli and Paul Ashford and Alexander James Procter and Asia Ahmed and Magali N. Taylor and Arjun Nair and David Lawrence and Davide Patrini and Neal Navani and Ricky M. Thakrar and Charles Swanton and Yinyin Yuan and John Le Quesne and David A. Moore},
  year = {2024},
  journal = {Nature Cancer},
  doi = {10.1038/s43018-023-00694-w},
  url = {https://doi.org/10.1038/s43018-023-00694-w}
}

RIS

TY  - JOUR
TI  - The artificial intelligence-based model ANORAK improves histopathological grading of lung adenocarcinoma
AU  - Xiaoxi Pan
AU  - Khalid AbdulJabbar
AU  - Jose Coelho-Lima
AU  - Anca-Ioana Grapa
AU  - Hanyun Zhang
AU  - Alvin Ho Kwan Cheung
AU  - Juvenal Baena
AU  - Takahiro Karasaki
AU  - Claire Rachel Wilson
AU  - Marco Sereno
AU  - Selvaraju Veeriah
AU  - Sarah J. Aitken
AU  - Allan Hackshaw
AU  - Andrew G. Nicholson
AU  - Mariam Jamal-Hanjani
AU  - Unknown
AU  - John Le Quesne
AU  - Sam M. Janes
AU  - Anne-Marie Hacker
AU  - Abigail Sharp
AU  - Sean Smith
AU  - Harjot Kaur Dhanda
AU  - Kitty Chan
AU  - Camilla Pilotti
AU  - Rachel Leslie
AU  - David Chuter
AU  - Mairead MacKenzie
AU  - Serena Chee
AU  - Aiman Alzetani
AU  - Eric Lim
AU  - Paulo De Sousa
AU  - Simon Jordan
AU  - Alexandra Rice
AU  - Hilgardt Raubenheimer
AU  - Harshil Bhayani
AU  - Lyn Ambrose
AU  - Anand Devaraj
AU  - Hema Chavan
AU  - Sofina Begum
AU  - Silviu I. Buderi
AU  - Daniel Kaniu
AU  - Mpho Malima
AU  - Sarah Booth
AU  - Nadia Fernandes
AU  - Pratibha Shah
AU  - Chiara Proli
AU  - Madeleine Hewish
AU  - Sarah Danson
AU  - Michael J. Shackcloth
AU  - Lily Robinson
AU  - Peter Russell
AU  - Kevin G. Blyth
AU  - Andrew Kidd
AU  - Alan Kirk
AU  - Mo Asif
AU  - Rocco Bilancia
AU  - Nikos Kostoulas
AU  - Mathew Thomas
AU  - Craig Dick
AU  - Jason F. Lester
AU  - Amrita Bajaj
AU  - Apostolos Nakas
AU  - Azmina Sodha-Ramdeen
AU  - Mohamad Tufail
AU  - Molly Scotland
AU  - Rebecca Boyles
AU  - Sridhar Rathinam
AU  - Dean A. Fennell
AU  - Claire Wilson
AU  - Domenic Marrone
AU  - Sean Dulloo
AU  - Gurdeep Matharu
AU  - Jacqui A. Shaw
AU  - Joan Riley
AU  - Lindsay Primrose
AU  - Ekaterini Boleti
AU  - Heather Cheyne
AU  - Mohammed Khalil
AU  - Shirley Richardson
AU  - Tracey Cruickshank
AU  - Gillian Price
AU  - Keith M. Kerr
AU  - Sarah Benafif
AU  - Dionysis Papadatos-Pastos
AU  - James Wilson
AU  - Tanya Ahmad
AU  - Jack French
AU  - Kayleigh Gilbert
AU  - Babu Naidu
AU  - Akshay J. Patel
AU  - Aya Osman
AU  - Christer Lacson
AU  - Gerald Langman
AU  - Helen Shackleford
AU  - Madava Djearaman
AU  - Salma Kadiri
AU  - Gary Middleton
AU  - Angela Leek
AU  - Jack Davies Hodgkinson
AU  - Nicola Totten
AU  - Angeles Montero
AU  - Elaine Smith
AU  - Eustace Fontaine
AU  - Felice Granato
AU  - Juliette Novasio
AU  - Kendadai Rammohan
AU  - Leena Joseph
AU  - Paul Bishop
AU  - Rajesh Shah
AU  - Stuart Moss
AU  - Vijay Joshi
AU  - Philip Crosbie
AU  - Antonio Paiva-Correia
AU  - Anshuman Chaturvedi
AU  - Lynsey Priest
AU  - Pedro Oliveira
AU  - Fabio Gomes
AU  - Kate Brown
AU  - Mathew Carter
AU  - Colin R. Lindsay
AU  - Fiona H. Blackhall
AU  - Matthew G. Krebs
AU  - Yvonne Summers
AU  - Alexandra Clipson
AU  - Jonathan Tugwood
AU  - Alastair Kerr
AU  - Dominic G. Rothwell
AU  - Caroline Dive
AU  - Hugo J. W. L. Aerts
AU  - Roland F. Schwarz
AU  - Tom L. Kaufmann
AU  - Peter Van Loo
AU  - Gareth A. Wilson
AU  - Rachel Rosenthal
AU  - Andrew Rowan
AU  - Chris Bailey
AU  - Claudia Lee
AU  - Emma Colliver
AU  - Katey S. S. Enfield
AU  - Mark S. Hill
AU  - Mihaela Angelova
AU  - Oriol Pich
AU  - Michelle Leung
AU  - Alexander M. Frankell
AU  - Crispin T. Hiley
AU  - Emilia L. Lim
AU  - Haoran Zhai
AU  - Maise Al Bakir
AU  - Nicolai J. Birkbak
AU  - Olivia Lucas
AU  - Ariana Huebner
AU  - Clare Puttick
AU  - Kristiana Grigoriadis
AU  - Michelle Dietzen
AU  - Dhruva Biswas
AU  - Foteini Athanasopoulou
AU  - Sophia Ward
AU  - Jonas Demeulemeester
AU  - Carla Castignani
AU  - Elizabeth Larose Cadieux
AU  - Judit Kisistok
AU  - Mateo Sokac
AU  - Zoltan Szallasi
AU  - Miklos Diossy
AU  - Roberto Salgado
AU  - Aengus Stewart
AU  - Alastair Magness
AU  - Clare E. Weeden
AU  - Dina Levi
AU  - Eva Grönroos
AU  - Imran Noorani
AU  - Jacki Goldman
AU  - Mickael Escudero
AU  - Philip Hobson
AU  - Roberto Vendramin
AU  - Stefan Boeing
AU  - Tamara Denner
AU  - Vittorio Barbè
AU  - Wei-Ting Lu
AU  - William Hill
AU  - Yutaka Naito
AU  - Zoe Ramsden
AU  - George Kassiotis
AU  - Angela Dwornik
AU  - Angeliki Karamani
AU  - Benny Chain
AU  - David R. Pearce
AU  - Despoina Karagianni
AU  - Felip Gálvez-Cancino
AU  - Georgia Stavrou
AU  - Gerasimos Mastrokalos
AU  - Helen L. Lowe
AU  - Ignacio Garcia Matos
AU  - James L. Reading
AU  - John A. Hartley
AU  - Kayalvizhi Selvaraju
AU  - Kezhong Chen
AU  - Leah Ensell
AU  - Mansi Shah
AU  - Maria Litovchenko
AU  - Olga Chervova
AU  - Piotr Pawlik
AU  - Robert E. Hynds
AU  - Samuel Gamble
AU  - Seng Kuong Anakin Ung
AU  - Supreet Kaur Bola
AU  - Victoria Spanswick
AU  - Yin Wu
AU  - Othman Al-Sawaf
AU  - Thomas Patrick Jones
AU  - Stephan Beck
AU  - Miljana Tanic
AU  - Teresa Marafioti
AU  - Elaine Borg
AU  - Mary Falzon
AU  - Reena Khiroya
AU  - Antonia Toncheva
AU  - Christopher Abbosh
AU  - Corentin Richard
AU  - Cristina Naceur-Lombardelli
AU  - Francisco Gimeno-Valiente
AU  - Krupa Thakkar
AU  - Mariana Werner Sunderland
AU  - Monica Sivakumar
AU  - Nnennaya Kanu
AU  - Paulina Prymas
AU  - Sadegh Saghafinia
AU  - Sharon Vanloo
AU  - Jie Min Lam
AU  - Wing Kin Liu
AU  - Abigail Bunkum
AU  - Sonya Hessey
AU  - Simone Zaccaria
AU  - Carlos Martínez-Ruiz
AU  - James R. M. Black
AU  - Kerstin Thol
AU  - Robert Bentham
AU  - Kevin Litchfield
AU  - Nicholas McGranahan
AU  - Sergio A. Quezada
AU  - Martin D. Forster
AU  - Siow Ming Lee
AU  - Javier Herrero
AU  - Emma Nye
AU  - Richard Kevin Stone
AU  - Jerome Nicod
AU  - Jayant K. Rane
AU  - Karl S. Peggs
AU  - Kevin W. Ng
AU  - Krijn Dijkstra
AU  - Matthew R. Huska
AU  - Emilie Martinoni Hoogenboom
AU  - Fleur Monk
AU  - James W. Holding
AU  - Junaid Choudhary
AU  - Kunal Bhakhri
AU  - Marco Scarci
AU  - Pat Gorman
AU  - Robert C. M. Stephens
AU  - Yien Ning Sophia Wong
AU  - Zoltan Kaplar
AU  - Steve Bandula
AU  - Thomas B. K. Watkins
AU  - Catarina Veiga
AU  - Gary Royle
AU  - Charles-Antoine Collins-Fekete
AU  - Francesco Fraioli
AU  - Paul Ashford
AU  - Alexander James Procter
AU  - Asia Ahmed
AU  - Magali N. Taylor
AU  - Arjun Nair
AU  - David Lawrence
AU  - Davide Patrini
AU  - Neal Navani
AU  - Ricky M. Thakrar
AU  - Charles Swanton
AU  - Yinyin Yuan
AU  - John Le Quesne
AU  - David A. Moore
PY  - 2024
JO  - Nature Cancer
DO  - 10.1038/s43018-023-00694-w
UR  - https://doi.org/10.1038/s43018-023-00694-w
ER  -

APA

Pan, X., AbdulJabbar, K., Coelho-Lima, J., Grapa, A., Zhang, H., Cheung, A. H. K., Baena, J., Karasaki, T., Wilson, C. R., Sereno, M., Veeriah, S., Aitken, S. J., Hackshaw, A., Nicholson, A. G., Jamal-Hanjani, M., Unknown, Quesne, J. L., Janes, S. M., Hacker, A., Sharp, A., Smith, S., Dhanda, H. K., Chan, K., Pilotti, C., Leslie, R., Chuter, D., MacKenzie, M., Chee, S., Alzetani, A., Lim, E., Sousa, P. D., Jordan, S., Rice, A., Raubenheimer, H., Bhayani, H., Ambrose, L., Devaraj, A., Chavan, H., Begum, S., Buderi, S. I., Kaniu, D., Malima, M., Booth, S., Fernandes, N., Shah, P., Proli, C., Hewish, M., Danson, S., Shackcloth, M. J., Robinson, L., Russell, P., Blyth, K. G., Kidd, A., Kirk, A., Asif, M., Bilancia, R., Kostoulas, N., Thomas, M., Dick, C., Lester, J. F., Bajaj, A., Nakas, A., Sodha-Ramdeen, A., Tufail, M., Scotland, M., Boyles, R., Rathinam, S., Fennell, D. A., Wilson, C., Marrone, D., Dulloo, S., Matharu, G., Shaw, J. A., Riley, J., Primrose, L., Boleti, E., Cheyne, H., Khalil, M., Richardson, S., Cruickshank, T., Price, G., Kerr, K. M., Benafif, S., Papadatos-Pastos, D., Wilson, J., Ahmad, T., French, J., Gilbert, K., Naidu, B., Patel, A. J., Osman, A., Lacson, C., Langman, G., Shackleford, H., Djearaman, M., Kadiri, S., Middleton, G., Leek, A., Hodgkinson, J. D., Totten, N., Montero, A., Smith, E., Fontaine, E., Granato, F., Novasio, J., Rammohan, K., Joseph, L., Bishop, P., Shah, R., Moss, S., Joshi, V., Crosbie, P., Paiva-Correia, A., Chaturvedi, A., Priest, L., Oliveira, P., Gomes, F., Brown, K., Carter, M., Lindsay, C. R., Blackhall, F. H., Krebs, M. G., Summers, Y., Clipson, A., Tugwood, J., Kerr, A., Rothwell, D. G., Dive, C., Aerts, H. J. W. L., Schwarz, R. F., Kaufmann, T. L., Loo, P. V., Wilson, G. A., Rosenthal, R., Rowan, A., Bailey, C., Lee, C., Colliver, E., Enfield, K. S. S., Hill, M. S., Angelova, M., Pich, O., Leung, M., Frankell, A. M., Hiley, C. T., Lim, E. L., Zhai, H., Bakir, M. A., Birkbak, N. J., Lucas, O., Huebner, A., Puttick, C., Grigoriadis, K., Dietzen, M., Biswas, D., Athanasopoulou, F., Ward, S., Demeulemeester, J., Castignani, C., Cadieux, E. L., Kisistok, J., Sokac, M., Szallasi, Z., Diossy, M., Salgado, R., Stewart, A., Magness, A., Weeden, C. E., Levi, D., Grönroos, E., Noorani, I., Goldman, J., Escudero, M., Hobson, P., Vendramin, R., Boeing, S., Denner, T., Barbè, V., Lu, W., Hill, W., Naito, Y., Ramsden, Z., Kassiotis, G., Dwornik, A., Karamani, A., Chain, B., Pearce, D. R., Karagianni, D., Gálvez-Cancino, F., Stavrou, G., Mastrokalos, G., Lowe, H. L., Matos, I. G., Reading, J. L., Hartley, J. A., Selvaraju, K., Chen, K., Ensell, L., Shah, M., Litovchenko, M., Chervova, O., Pawlik, P., Hynds, R. E., Gamble, S., Ung, S. K. A., Bola, S. K., Spanswick, V., Wu, Y., Al-Sawaf, O., Jones, T. P., Beck, S., Tanic, M., Marafioti, T., Borg, E., Falzon, M., Khiroya, R., Toncheva, A., Abbosh, C., Richard, C., Naceur-Lombardelli, C., Gimeno-Valiente, F., Thakkar, K., Sunderland, M. W., Sivakumar, M., Kanu, N., Prymas, P., Saghafinia, S., Vanloo, S., Lam, J. M., Liu, W. K., Bunkum, A., Hessey, S., Zaccaria, S., Martínez-Ruiz, C., Black, J. R. M., Thol, K., Bentham, R., Litchfield, K., McGranahan, N., Quezada, S. A., Forster, M. D., Lee, S. M., Herrero, J., Nye, E., Stone, R. K., Nicod, J., Rane, J. K., Peggs, K. S., Ng, K. W., Dijkstra, K., Huska, M. R., Hoogenboom, E. M., Monk, F., Holding, J. W., Choudhary, J., Bhakhri, K., Scarci, M., Gorman, P., Stephens, R. C. M., Wong, Y. N. S., Kaplar, Z., Bandula, S., Watkins, T. B. K., Veiga, C., Royle, G., Collins-Fekete, C., Fraioli, F., Ashford, P., Procter, A. J., Ahmed, A., Taylor, M. N., Nair, A., Lawrence, D., Patrini, D., Navani, N., Thakrar, R. M., Swanton, C., Yuan, Y., Quesne, J. L., & Moore, D. A. (2024). The artificial intelligence-based model ANORAK improves histopathological grading of lung adenocarcinoma. Nature Cancer. https://doi.org/10.1038/s43018-023-00694-w

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