Select Publications

Journal articles

Rai R; Holloway LC; Brink C; Field M; Christiansen RL; Sun Y; Barton MB; Liney GP, 2020, 'Multicenter evaluation of MRI-based radiomic features: A phantom study', Medical Physics, vol. 47, pp. 3054 - 3063, http://dx.doi.org/10.1002/mp.14173

Vial A; Stirling D; Field M; Ros M; Ritz C; Carolan M; Holloway L; Miller AA, 2018, 'The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review', Translational Cancer Research, vol. 7, pp. 803 - 816, http://dx.doi.org/10.21037/tcr.2018.05.02

Jochems A; El-Naqa I; Kessler M; Mayo CS; Jolly S; Matuszak M; Faivre-Finn C; Price G; Holloway L; Vinod S; Field M; Barakat MS; Thwaites D; de Ruysscher D; Dekker A; Lambin P, 2018, 'A prediction model for early death in non-small cell lung cancer patients following curative-intent chemoradiotherapy', Acta Oncologica, vol. 57, pp. 226 - 230, http://dx.doi.org/10.1080/0284186X.2017.1385842

Barakat MS; Field M; Ghose A; Stirling D; Holloway L; Vinod S; Dekker A; Thwaites D, 2017, 'The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance', HEALTH INFORMATION SCIENCE AND SYSTEMS, vol. 5, http://dx.doi.org/10.1007/s13755-017-0039-4

Field M; Stirling D; Pan Z; Naghdy F, 2016, 'Learning Trajectories for Robot Programing by Demonstration Using a Coordinated Mixture of Factor Analyzers', IEEE Transactions on Cybernetics, vol. 46, pp. 706 - 717, http://dx.doi.org/10.1109/TCYB.2015.2414277

Field M; Stirling D; Pan Z; Ros M; Naghdy F, 2015, 'Recognizing human motions through mixture modeling of inertial data', Pattern Recognition, vol. 48, pp. 2394 - 2406, http://dx.doi.org/10.1016/j.patcog.2015.03.004

Chan L; Naghdy F; Stirling D; Field M, 2014, 'Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression', Robotica, vol. 759, pp. 61 - 86, http://dx.doi.org/10.1017/S0263574714000101

Field M; Pan Z; Stirling D; Naghdy F, 2011, 'Human motion capture sensors and analysis in robotics', Industrial Robot, vol. 38, pp. 163 - 171, http://dx.doi.org/10.1108/01439911111106372

Conference Papers

Vial A; Vial PJ; Stirling D; Ros M; Field M, 2019, 'Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units', in 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings, http://dx.doi.org/10.1109/ICSPCS47537.2019.9008749

Clifton H; Vial A; Miller A; Ritz C; Field M; Holloway L; Ros M; Carolan M; Stirling D, 2019, 'Using machine learning applied to radiomic image features for segmenting tumour structures', in 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019, pp. 1981 - 1988, http://dx.doi.org/10.1109/APSIPAASC47483.2019.9023077

Vial A; Stirling D; Field M; Ros M; Ritz C; Carolan M; Holloway L; Miller AA, 2018, 'Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival modelling', in 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings, pp. 735 - 739, http://dx.doi.org/10.1109/GlobalSIP.2017.8309057

Vial A; Stirling D; Ros M; Vial PJ; Field M, 2018, 'Modelling dynamic body motion using IMUs positioned on the torso', in 2017, 11th International Conference on Signal Processing and Communication Systems, ICSPCS 2017 - Proceedings, pp. 1 - 6, http://dx.doi.org/10.1109/ICSPCS.2017.8270465

Vial A; Stirling D; Field M; Ros M; Ritz C; Carolan M; Holloway L; Miller AA, 2018, 'A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis', in 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings, http://dx.doi.org/10.1109/NSSMIC.2018.8824269

Thwaites D; Holloway L; Bailey M; Barakat S; Carolan M; Delaney G; Field M; Dekker A; Lustberg T; Miller A; Soest JV; Vinod S; Walsh S, 2015, 'SU-E-T-23: A Developing Australian Network for Datamining and Modelling Routine Radiotherapy Clinical Data and Radiomics Information for Rapid Learning and Clinical Decision Support.', in Med Phys, United States, pp. 3335, United States, http://dx.doi.org/10.1118/1.4924384

Field M; Stirling D; Ros M; Pan Z; Naghdy F, 2013, 'Inertial sensing for human motor control symmetry in injury rehabilitation', in 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics: Mechatronics for Human Wellbeing, AIM 2013, pp. 1470 - 1475, http://dx.doi.org/10.1109/AIM.2013.6584302

Stirling D; Naghdy F; Naghdy G; Field M; Arunglabi R; Kilpatrick D, 2011, 'Objective functional capacity assessment using inertial sensor', in Proceedings - 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011, pp. 272 - 277, http://dx.doi.org/10.1109/HISB.2011.36

Field M; Stirling D; Naghdy F; Pan Z, 2009, 'Motion capture in robotics review', in 2009 IEEE International Conference on Control and Automation, ICCA 2009, pp. 1697 - 1702, http://dx.doi.org/10.1109/ICCA.2009.5410185

Field M; Stirling D; Naghdy F; Pan Z, 2008, 'Mixture model segmentation for gait recognition', in Proceedings of the 2008 ECSIS Symposium on Learning and Adaptive Behaviors for Robotic Systems, LAB-RS 2008, pp. 3 - 8, http://dx.doi.org/10.1109/LAB-RS.2008.26

Field M; Stirling D; Naghdy F; Pan Z, 2008, 'Motion segmentation for humanoid control planning', in Proceedings of the 2008 Australasian Conference on Robotics and Automation, ACRA 2008

Field M; Stirling D; Naghdy F; Pan Z, 2007, 'Empirical modelling of human gaits for bipedal robots', in Proceedings of the 2007 Australasian Conference on Robotics and Automation, ACRA 2007

Conference Abstracts

Thwaites D; Holloway L; Bailey M; Barakat S; Carolan M; Delaney G; Field M; Dekker A; Lustberg T; Miller A; van Soest J; Vinod S; Walsh S, 2015, 'A Developing Australian Network for Datamining and Modelling Routine Radiotherapy Clinical Data and Radiomics Information for Rapid Learning and Clinical Decision Support', in MEDICAL PHYSICS, AMER ASSOC PHYSICISTS MEDICINE AMER INST PHYSICS, Anaheim, CA, Vol. 42, pp. 3335 - 3336, presented at 57th Annual Meeting and Exhibition of the American-Association-of-Physicists-in-Medicine (AAPM), Anaheim, CA, 12 July 2015 - 16 July 2015, http://dx.doi.org/10.1118/1.4924384


Back to profile page