Deep learning in structural and functional lung image analysis von Astley, J.R, Wild, J.M, Tahir, B.A

Volltext bestellen

Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy von Astley, J.R, Reilly, J, Robinson, S, Wild, J.M, Hatton, M.Q, Tahir, B.A

Volltext bestellen

A hybrid model‐ and deep learning‐based framework for functional lung image synthesis from multi‐inflation CT and hyperpolarized gas MRI von Astley, J.R, Biancardi, A.M, Marshall, H, Hughes, P.J.C, Collier, G.J, Hatton, M.Q, Wild, J.M, Tahir, B.A

Volltext bestellen

A dual-channel deep learning approach for lung cavity estimation from hyperpolarized gas and proton MRI von Astley, J.R, Biancardi, A.M, Marshall, H, Hughes, P.J.C, Collier, G.J, Smith, L.J, Eaden, J.A, Hughes, R, Wild, J.M, Tahir, B.A

Volltext bestellen

PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation von Astley, J.R, Biancardi, A.M, Marshall, H, Smith, L.J, Hughes, P.J.C, Collier, G.J, Saunders, L.C, Norquay, G, Tofan, M.-M, Hatton, M.Q, Hughes, R, Wild, J.M, Tahir, B.A

Volltext bestellen

Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI von Astley, J.R, Biancardi, A.M, Hughes, P.J.C, Marshall, H, Smith, L.J, Collier, G.J, Eaden, J.A, Weatherley, N.D, Hatton, M.Q, Wild, J.M, Tahir, B.A

Volltext bestellen

Implementable deep learning for multi-sequence proton MRI lung segmentation: a multi-center, multi-vendor, and multi-disease study von Astley, J.R, Biancardi, A.M, Hughes, P.J.C, Marshall, H, Collier, G.J, Chan, H, Saunders, L.C, Smith, L.J, Brook, M.L, Thompson, R, Rowland‐Jones, S, Skeoch, S, Bianchi, S.M, Hatton, M.Q, Rahman, N.M, Ho, L, Brightling, C.E, Wain, L.V, Singapuri, A, Evans, R.A, Moss, A.J, McCann, G.P, Neubauer, S, Raman, B, Wild, J.M, Tahir, B.A

Volltext bestellen