Select Publications

Preprints

Nicolson A; Dowling J; Koopman B, 2023, Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation, , http://dx.doi.org/10.48550/arxiv.2307.09758

Gillman AG; Quah MH; Papoutsellis E; Thielemans K; Bourgeat P; Delplancke C; Mejan-Fripp J; Pasca E; Dowling J, 2023, Anatomically-guided deconvolution of PET using directional total variation regularization, , http://dx.doi.org/10.1101/2023.04.23.23289004

Vukovic D; Wang A; Antico M; Steffens M; Ruvinov I; Sloun RJGV; Canty D; Royse A; Royse C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2023, Automatic Deep Learning-Based Pleural Effusion Segmentation in Lung Ultrasound Images, , http://dx.doi.org/10.21203/rs.3.rs-2486425/v1

Durrani N; Vukovic D; Burgt JVD; Antico M; van Sloun RJGV; CANTY D; Steffens M; Wang A; ROYSE A; ROYSE C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2022, Automatic Deep Learning-Based Consolidation/Collapse Classification in Lung Ultrasound Images for COVID-19 Induced Pneumonia, , http://dx.doi.org/10.36227/techrxiv.17912387

Durrani N; Vukovic D; Burgt JVD; Antico M; Sloun RJGV; Canty D; Steffens M; Wang A; Royse A; Royse C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2022, Automatic Deep Learning-Based Consolidation/Collapse Classification in Lung Ultrasound Images for COVID-19 Induced Pneumonia, , http://dx.doi.org/10.21203/rs.3.rs-1531881/v1

Nicolson A; Dowling J; Koopman B, 2022, Improving Chest X-Ray Report Generation by Leveraging Warm Starting, , http://dx.doi.org/10.48550/arxiv.2201.09405

Dai W; Woo B; Liu S; Marques M; Engstrom CB; Greer PB; Crozier S; Dowling JA; Chandra SS, 2021, CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation, , http://dx.doi.org/10.48550/arxiv.2109.05443

Gillman A; Rose S; Smith J; Dowling JA; Dowson N, 2021, A Comparison of Techniques for PET Data-Driven Tracking of Head Motion, , http://dx.doi.org/10.21203/rs.3.rs-202051/v1

Liu S; Dowling JA; Engstrom C; Greer PB; Crozier S; Chandra SS, 2020, Manipulating Medical Image Translation with Manifold Disentanglement, , http://dx.doi.org/10.48550/arxiv.2011.13615

Cruz RS; Lebrat L; Bourgeat P; Doré V; Dowling J; Fripp J; Fookes C; Salvado O, 2020, Going deeper with brain morphometry using neural networks, , http://dx.doi.org/10.48550/arxiv.2009.03303

Liu S; Dai W; Engstrom C; Fripp J; Crozier S; Dowling JA; Chandra SS, 2020, Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation, , http://dx.doi.org/10.48550/arxiv.2006.15578


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