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You can read published outputs from the Data Research, Innovation and Virtual Environment (DRIVE) unit below. 

Baker C, Xochicale M, Lin FY, Mathews S, Joubert F, Shakir DI, Miles R, Mosse CA, Zhao T, Liang W, Kunpalin Y, Dromey B, Mistry T, Sebire NJ, Zhang E, Ourselin S, Beard PC, David AL, Desjardins AE, Vercauteren T, Xia W. Intraoperative Needle Tip Tracking with an Integrated Fibre-Optic Ultrasound Sensor. Sensors (Basel). 2022 Nov 22;22(23):9035. 

Bowyer SA, Bryant WA, Key D, Booth J, Briggs L, Spiridou A, Cortina-Borja M, Davies G, Taylor AM, Sebire NJ. Machine learning forecasting for COVID-19 pandemic-associated effects on paediatric respiratory infections. Arch Dis Child. 2022 Aug 10:archdischild-2022-323822.

Dala-Ali B, Donnan L, Masterton G, Briggs L, Kauiers C, O'Sullivan M, Calder P, Eastwood DM. Osteofibrous dysplasia of the tibia : the importance of deformity in surveillance. Bone Joint J. 2022 Feb;104-B(2):302-308.

Davies G. Does newborn screening improve early lung function in cystic fibrosis? Paediatr Respir Rev. 2022 Jun;42:17-22. doi: 10.1016/j.prrv.2020.08.005. Epub 2020 Aug 20. PMID: 32952050.

Etherton K, Rahi JS, Petrushkin H, Dick AD, Akbarali S, Pattani R, Hau S, Lacassagne S, Liu X, Denniston AK, Solebo AL. Quantitative and qualitative assessment of anterior segment optical coherence tomography capture of disease state in childhood anterior uveitis. Br J Ophthalmol. 2022 Feb 23:bjophthalmol-2021-320448. doi: 10.1136/bjophthalmol-2021-320448. Epub ahead of print. PMID: 35197261.

Fagan A, Arthurs OJ, Sebire NJ, Shelmerdine SC. Cinematic rendering of paediatric musculoskeletal pathologies: initial experiences with CT. Clin Radiol. 2022 Apr;77(4):274-282. [SC: NIHR Fellowship]


Filipow N, Main E, Sebire NJ, Booth J, Taylor AM, Davies G, Stanojevic S. Implementation of prognostic machine learning algorithms in paediatric chronic respiratory conditions: a scoping review. BMJ Open Respir Res. 2022 Mar;9(1):e001165.

Ganapathi S, Palmer J, Alderman JE, Calvert M, Espinoza C, Gath J, Ghassemi M, Heller K, Mckay F, Karthikesalingam A, Kuku S, Mackintosh M, Manohar S, Mateen BA, Matin R, McCradden M, Oakden-Rayner L, Ordish J, Pearson R, Pfohl SR, Rostamzadeh N, Sapey E, Sebire N, Sounderajah V, Summers C, Treanor D, Denniston AK, Liu X. Tackling bias in AI health datasets through the STANDING Together initiative. Nat Med. 2022 Sep 26. doi: 10.1038/s41591-022-01987-w. Epub ahead of print. PMID: 36163296.

Gordon B, Fennessy C, Varma S, Barrett J, McCondochie E, Heritage T, Duroe O, Jeffery R, Rajamani V, Earlam K, Banda V, Sebire N. Evaluation of freely available data profiling tools for health data research application: a functional evaluation review. BMJ Open. 2022 May 9;12(5):e054186. doi: 10.1136/bmjopen-2021-054186. PMID: 35534084; PMCID: PMC9086620.

Gutiérrez-Sacristán A, Serret-Larmande A, Hutch MR, Sáez C, Aronow BJ, Bhatnagar S, Bonzel CL, Cai T, Devkota B, Hanauer DA, Loh NHW, Luo Y, Moal B, Ahooyi TM, Njoroge WFM, Omenn GS, Sanchez-Pinto LN, South AM, Sperotto F, Tan ALM, Taylor DM, Verdy G, Visweswaran S, Xia Z, Zahner J, Avillach P, Bourgeois FT; Consortium for Clinical Characterization of COVID-19 by EHR (4CE). Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic. JAMA Netw Open. 2022 Dec 1;5(12):e2246548.

Hayes W, Laing E, Foley C, Pankhurst L, Thomas H, Hume-Smith H, Marks S, Kessaris N, Bryant WA, Spiridou A, Wray J, Peters MJ. Multicentre randomised controlled trial: protocol for Plasma-Lyte Usage and Assessment of Kidney Transplant Outcomes in Children (PLUTO). BMJ Open. 2022 Mar 14;12(3):e055595.

Hayward A, Robertson A, Thiruchelvam T, Broadhead M, Tsang VT, Sebire NJ, Issitt RW. Oxygen delivery in pediatric cardiac surgery and its association with acute kidney injury using machine learning. J Thorac. Cardiovasc. Surg., 2022, Jun-09 S0022-5223(22)00642-0. [RI: BHF Fellowship]

Horvat-Gitsels LA, Cortina-Borja M, Solebo AL, Rahi JS. Impaired vision and physical activity in childhood and adolescence: findings from the Millennium Cohort Study. Br J Ophthalmol. 2021 Nov 10:bjophthalmol-2021-320315. doi: 10.1136/bjophthalmol-2021-320315. Epub ahead of print. PMID: 34758961.

Issitt RW, Cortina-Borja M, Bryant W, Bowyer S, Taylor AM, Sebire N. Classification Performance of Neural Networks Versus Logistic Regression Models: Evidence From Healthcare Practice. Cureus. 2022 Feb 21;14(2):e22443. doi: 10.7759/cureus.22443. PMID: 35345728; PMCID: PMC8942139.

Issitt R, Shetty P, Crook R, Cross N, Henwood S, Broadhead M, Spencer H, Aurora P, Gupta A, Kallon D, Fenton M, Muthialu N. Lung transplantation in an 18-month-old with donor specific antibodies - The use of intraoperative, targeted plasma exchange. Perfusion. 2022 Jul 15:2676591221114958.

Klann JG, Strasser ZH, Hutch MR, Kennedy CJ, Marwaha JS, Morris M, Samayamuthu MJ, Pfaff AC, Estiri H, South AM, Weber GM, Yuan W, Avillach P, Wagholikar KB, Luo Y; Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Omenn GS, Visweswaran S, Holmes JH, Xia Z, Brat GA, Murphy SN. Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study. J Med Internet Res. 2022 May 18;24(5):e37931.

Majithia-Beet G, Naemi R, Issitt R. Efficacy of outcome prediction of the respiratory ECMO survival prediction score and the predicting death for severe ARDS on VV-ECMO score for patients with acute respiratory distress syndrome on extracorporeal membrane oxygenation. Perfusion. 2022 Jul 13:2676591221115267.

Meshaka R, Pinto Dos Santos D, Arthurs OJ, Sebire NJ, Shelmerdine SC. Artificial intelligence reporting guidelines: what the pediatric radiologist needs to know. Pediatr Radiol. 2022 Oct;52(11):2101-2110. doi: 10.1007/s00247-021-05129-1. Epub 2021 Jul 1. PMID: 34196729.

Peros T, Ricciardi F, Booth J, Ray S, Peters MJ. Evaluation of blood pressure trajectories and outcome in critically ill children with initial hypertension on admission to Paediatric Intensive Care. Anaesth Crit Care Pain Med. 2022 Sep 6;41(6):101149.

Raywood E, Shannon H, Filipow N, Tanriver G, Stanojevic S, Kapoor K, Douglas H, O'Connor R, Murray N, Black B, Main E. Quantity and quality of airway clearance in children and young people with cystic fibrosis. J Cyst Fibros. 2022 Oct 6:S1569-1993(22)00686-5.

Reicherts L, Rogers Y, Capra L et al. It's Good to Talk: A Comparison of Using Voice Versus Screen-Based Interactions for Agent-Assisted Tasks. ACM Trans. Comput. Hum. Interact. 29, 3, Article 25 (June 2022), 41 pages.

Shelmerdine SC, White RD, Liu H, Arthurs OJ, Sebire NJ. Artificial intelligence for radiological paediatric fracture assessment: a systematic review. Insights Imaging. 2022 Jun 3;13(1):94. 

Tan BWL, Tan BWQ, Tan ALM, Schriver ER, Gutiérrez-Sacristán A, Das P, Yuan W, Hutch MR, García Barrio N, Pedrera Jimenez M, Abu-El-Rub N, Morris M, Moal B, Verdy G, Cho K, Ho YL, Patel LP, Dagliati A, Neuraz A, Klann JG, South AM, Visweswaran S, Hanauer DA, Maidlow SE, Liu M, Mowery DL, Batugo A, Makoudjou A, Tippmann P, Zöller D, Brat GA, Luo Y, Avillach P, Bellazzi R, Chiovato L, Malovini A, Tibollo V, Samayamuthu MJ, Serrano Balazote P, Xia Z, Loh NHW, Chiudinelli L, Bonzel CL, Hong C, Zhang HG, Weber GM, Kohane IS, Cai T, Omenn GS, Holmes JH, Ngiam KY; Consortium for Clinical Characterization of COVID-19 by EHR (4CE). Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study. EClinicalMedicine. 2022 Nov 7;55:101724.

Teoh LJ, Solebo AL, Rahi JS; British Childhood Visual Impairment and Blindness Study Interest Group. Temporal trends in the epidemiology of childhood severe visual impairment and blindness in the UK. Br J Ophthalmol. 2021 Dec 23:bjophthalmol-2021-320119. doi: 10.1136/bjophthalmol-2021-320119. Epub ahead of print. PMID: 34949577.

Vestesson E, Booth J, Hatcher J, McGarrity O, Sebire NJ, Steventon A, Suarez Alonso C, Tomlin S, Standing JF. The impact of the COVID-19 pandemic on antimicrobial prescribing at a specialist paediatric hospital: an observational study. J Antimicrob Chemother. 2022 Mar 31;77(4):1185-1188. doi: 10.1093/jac/dkac009. PMID: 35134183; PMCID: PMC9383401.

Visram, S. Touchless Computing for Everyone. ITNOW, 2022, Feb 12, Vol 64 (1) 12-13.

Visram, S., Leyden, D., Annesley, O. et al. Engaging children and young people on the potential role of artificial intelligence in medicine. Pediatr. Res, 2022 Apr 25; 63(5) 1530-0447.

Visram S, Mohamedally D, Roberts G, Hassan A, Kummen A, Chenuka Ratwatte C, Shaw R, Giuliani S, Taylor A, Connor J, Rafiq A, Sebire N and Rogers Y. UCL MotionInput: Touchless computing interactions in clinical training, radiology and operating theatres. Future Healthcare Journal 2022 Vol 9, No 3: 1–3.

Wagner SK, Hughes F, Cortina-Borja M, Pontikos N, Struyven R, Liu X, Montgomery H, Alexander DC, Topol E, Petersen SE, Balaskas K, Hindley J, Petzold A, Rahi JS, Denniston AK, Keane PA. AlzEye: longitudinal record-level linkage of ophthalmic imaging and hospital admissions of 353 157 patients in London, UK. BMJ Open. 2022 Mar 16;12(3):e058552. doi: 10.1136/bmjopen-2021-058552. PMID: 35296488; PMCID: PMC8928293.

Weber GM, Hong C, Xia Z, Palmer NP, Avillach P, L'Yi S, Keller MS, Murphy SN, Gutiérrez-Sacristán A, Bonzel CL, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Benoit V, Bourgeois FT, Chiovato L, Cho K, Dagliati A, DuVall SL, Barrio NG, Hanauer DA, Ho YL, Holmes JH, Issitt RW, Liu M, Luo Y, Lynch KE, Maidlow SE, Malovini A, Mandl KD, Mao C, Matheny ME, Moore JH, Morris JS, Morris M, Mowery DL, Ngiam KY, Patel LP, Pedrera-Jimenez M, Ramoni RB, Schriver ER, Schubert P, Balazote PS, Spiridou A, Tan ALM, Tan BWL, Tibollo V, Torti C, Trecarichi EM, Wang X; Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Kohane IS, Cai T, Brat GA. International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. NPJ Digit Med. 2022 Jun 13;5(1):74.

Walton S, Cortina-Borja M, Dezateux C, Griffiths LJ, Tingay K, Akbari A, Bandyopadhyay A, Lyons RA, Roberts R, Bedford H. Linking cohort data and Welsh routine health records to investigate children at risk of delayed primary vaccination. Vaccine. 2022 Aug 12;40(34):5016-5022. doi: 10.1016/j.vaccine.2022.06.080. Epub 2022 Jul 13. PMID: 35842339.

Yoshida M, Worlock KB, Huang N, Lindeboom RGH, Butler CR, Kumasaka N, Dominguez Conde C, Mamanova L, Bolt L, Richardson L, Polanski K, Madissoon E, Barnes JL, Allen-Hyttinen J, Kilich E, Jones BC, de Wilton A, Wilbrey-Clark A, Sungnak W, Pett JP, Weller J, Prigmore E, Yung H, Mehta P, Saleh A, Saigal A, Chu V, Cohen JM, Cane C, Iordanidou A, Shibuya S, Reuschl AK, Herczeg IT, Argento AC, Wunderink RG, Smith SB, Poor TA, Gao CA, Dematte JE; NU SCRIPT Study Investigators, Reynolds G, Haniffa M, Bowyer GS, Coates M, Clatworthy MR, Calero-Nieto FJ, Göttgens B, O'Callaghan C, Sebire NJ, Jolly C, De Coppi P, Smith CM, Misharin AV, Janes SM, Teichmann SA, Nikolić MZ, Meyer KB. Local and systemic responses to SARS-CoV-2 infection in children and adults. Nature. 2022 Feb;602(7896):321-327. doi: 10.1038/s41586-021-04345-x. Epub 2021 Dec 22. PMID: 34937051; PMCID: PMC8828466.

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