By Mr Leibo Liu

Book Chapters

Bi B; Liu L; Perez-Concha O, 2024, 'Adapting Large Language Models for Automated Summarisation of Electronic Medical Records in Clinical Coding', in , pp. 24 - 29, http://dx.doi.org/10.3233/SHTI240886

Journal articles

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2023, 'Automated ICD coding using extreme multi-label long text transformer-based models', Artificial Intelligence in Medicine, 144, http://dx.doi.org/10.1016/j.artmed.2023.102662

Liu L; Perez-Concha O; Nguyen A; Bennett V; Blake V; Gallego B; Jorm L, 2023, 'Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study.', Interact J Med Res, 12, pp. e46322, http://dx.doi.org/10.2196/46322

Ma L; Hu X; Song L; Chen X; Ouyang M; Billot L; Li Q; Malavera A; Li X; Muñoz-Venturelli P; de Silva A; Thang NH; Wahab KW; Pandian JD; Wasay M; Pontes-Neto OM; Abanto C; Arauz A; Shi H; Tang G; Zhu S; She X; Liu L; Sakamoto Y; You S; Han Q; Crutzen B; Cheung E; Li Y; Wang X; Chen C; Liu F; Zhao Y; Li H; Liu Y; Jiang Y; Chen L; Wu B; Liu M; Xu J; You C; Anderson CS; Robinson T; Miranda JJ; Parry-Jones A; Sprigg N; Durrans S; Harris C; Bamford A; Smith O; Herbert R; Chen C; Whiteley W; Hu R; Mysore J; Zhang Y; Jan S; Liu H; Sun L; Chu H; Anjum A; Gonzalez Mc Cawley F; Del Rio A; Rimoli B; Cerantola R; Jeevarajah T; Kannangara M; Joseph A; Nanayakkara C; Zhang C; Yang Z; Li B; Meng Z; Ning Y; Dong L; Armenis M; Lim J; Monaghan H; Luo R; Cheng G; Dong Y; Liu Z; Wang S; Zhang Y; Cheng J; Shi H; Li W; Mou L; Yi P; Chen X; Weerawardena S; Ellawala P; Ranasinghe E; Rodrigo C; Adeniyi S; Khanna M; González F; Urrutia Goldsack F, 2023, 'The third Intensive Care Bundle with Blood Pressure Reduction in Acute Cerebral Haemorrhage Trial (INTERACT3): an international, stepped wedge cluster randomised controlled trial', The Lancet, 402, pp. 27 - 40, http://dx.doi.org/10.1016/S0140-6736(23)00806-1

Chen C; Ouyang M; Ong S; Zhang L; Zhang G; Delcourt C; Mair G; Liu L; Billot L; Li Q; Chen X; Parsons M; Broderick JP; Demchuk AM; Bath PM; Donnan GA; Levi C; Chalmers J; Lindley RI; Martins SO; Pontes-Neto OM; Venturelli PM; Olavarría V; Lavados P; Robinson TG; Wardlaw JM; Li G; Wang X; Song L; Anderson CS; Munoz Venturelli P, 2023, 'Effects of intensive blood pressure lowering on cerebral ischaemia in thrombolysed patients: insights from the ENCHANTED trial', eClinicalMedicine, 57, pp. 101849, http://dx.doi.org/10.1016/j.eclinm.2023.101849

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, 'De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models', Journal of Biomedical Informatics, 135, http://dx.doi.org/10.1016/j.jbi.2022.104215

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, 'Hierarchical label-wise attention transformer model for explainable ICD coding', Journal of Biomedical Informatics, 133, http://dx.doi.org/10.1016/j.jbi.2022.104161

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2021, 'De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models', Journal of Biomedical Informatics, 135, pp. 104215, http://dx.doi.org/10.1016/j.jbi.2022.104215

Anderson CS; Huang Y; Lindley RI; Chen X; Arima H; Chen G; Li Q; Billot L; Delcourt C; Bath PM; Broderick JP; Demchuk AM; Donnan GA; Durham AC; Lavados PM; Martins SO; Olavarria VV; Levi C; Parsons MW; Pontes-Neto OM; Ricci S; Sato S; Sharma VK; Silva F; Song L; Thang NH; Wardlaw JM; Wang JG; Wang X; Woodward M; Chalmers J; Robinson TG; Kim JS; Stapf C; Simes RJ; Hankey GJ; Sandercock P; Bousser MG; Wong KSL; Scaria A; Hirakawa Y; Moullaali TJ; Carcel C; Gordon P; Fuentes-Patarroyo SX; Benito D; Chen R; Cao Y; Kunchok A; Winters S; Coutts S; Yoshimura S; You S; Yang J; Wu G; Zhang S; Manning L; Mistri A; Haunton V; Minhas J; Malavera A; Lim J; Liu L; Kumar NN; Tay N; Jenson K; Richtering S; Tucker S; Knight E; Ivanova E; Thembani E; Odgers E; Sanders E; Small S; Vaghasiya R; Armenis M; Donnelly P; Baig MA; Blacklock N; Naidu B; Monaghan H; Smith P; Glass P; Bai X; Li Q; Zhu P; Kong L; He R; Zhao H; Lv J; Jia H; Xi Z; Cong Y; Cui B; Deng H; Guo Y; He L, 2019, 'Intensive blood pressure reduction with intravenous thrombolysis therapy for acute ischaemic stroke (ENCHANTED): an international, randomised, open-label, blinded-endpoint, phase 3 trial', The Lancet, 393, pp. 877 - 888, http://dx.doi.org/10.1016/S0140-6736(19)30038-8

Conference Papers

Yang J; Song L; Li G; Chen X; Chen C; Liu F; Lin Y; Guo Y; Sun L; Arima H; Anderson CS, 2019, 'Intensive Ambulance-delivered Blood Pressure Reduction In Hyper-acute Stroke Trial', in CEREBROVASCULAR DISEASES, KARGER, Manila, Philippines, pp. 111 - 111, presented at APSC 2019, Manila, Philippines, 02 October 2019

Ge X; Wang X; Anderson C; Chen X; Liu L; Li Q, 2017, 'Impact of Disparities in Acute Stroke Care Between High and Middle Income Countries', in CEREBROVASCULAR DISEASES, KARGER, pp. 2 - 3, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000415238400006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Preprints

Liu L; Perez-Concha O; Nguyen A; Bennett V; Blake V; Gallego B; Jorm L, 2023, Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study (Preprint), http://dx.doi.org/10.2196/preprints.46322

Chen C; Ouyang M; Ong S; Zhang L; Zhang G; Delcourt C; Mair G; Liu L; Billot L; Li Q; Chen X; Parsons M; Broderick J; Demchuk A; Bath P; Donnan G; Levi C; Chalmers J; Lindley R; Martins S; Pontes-Neto O; Venturelli PM; Olavarría V; Lavados P; Robinson T; Wardlaw J; Li G; Wang X; Song L; Anderson C; Investigators ENCHANTED, 2023, Effects of Intensive Blood Pressure Lowering on Cerebral Ischaemia in Thrombolysed Patients: Insights from the Enchanted Trial, http://dx.doi.org/10.2139/ssrn.4314023

Ma L; Hu X; Song L; Chen X; Ouyang M; Billot L; Li Q; Malavera A; Li X; Venturelli PM; de Silva A; Thang NH; Wahab K; Pandian J; Wasay M; Pontes-Neto OM; Abanto C; Arauz A; Shi H; Tang G; Zhu S; She X; Liu L; Sakamoto Y; You S; Han Q; Crutzen B; Cheung E; Li Y; Wang X; Chen C; Liu F; Zhao Y; Wu B; Lu M; Li H; Liu Y; Jiang Y; Xu J; You C; Anderson CS, 2023, The Third INTEnsive Care Bundle with Blood Pressure Reduction in Acute Cerebral Haemorrhage Trial (INTERACT3): An International Stepped-Wedge Cluster-Randomised Controlled Trial, http://dx.doi.org/10.2139/ssrn.4374056

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models, http://dx.doi.org/10.1016/j.artmed.2023.102662

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding, http://dx.doi.org/10.1016/j.jbi.2022.104161

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2020, De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models, http://dx.doi.org/10.48550/arxiv.2101.00146

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