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1

The future of digital health with federated learning

Rieke, Nicola, Hancox, Jonny, Li, Wenqi, MilletarÃ¬, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, SÃ©bastien, She

Journal:

npj Digital Medicine

Year:

2020

File:

PDF, 1.03 MB

2020

2

Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease

Lorenzi, Marco, Filippone, Maurizio, Frisoni, Giovanni B., Alexander, Daniel C., Ourselin, Sebastien

Journal:

Year:

2017

Language:

english

File:

PDF, 3.57 MB

english, 2017

3

Volume changes in Alzheimer’s disease and mild cognitive impairment: cognitive associations

Matthew C. Evans, Josephine Barnes, Casper Nielsen, Lois G. Kim, Shona L. Clegg, Melanie Blair, Kelvin K. Leung, Abdel Douiri, Richard G. Boyes, Sebastien Ourselin, Nick C. Fox, and the Alzheimer’s Di

Journal:

European Radiology

Year:

2010

Language:

english

File:

PDF, 144 KB

english, 2010

4

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 Volume 9901 || Deep Neural Networks for Fast Segmentation of 3D Medical Images

Ourselin, Sebastien, Joskowicz, Leo, Sabuncu, Mert R., Unal, Gozde, Wells, William

Year:

2016

Language:

english

File:

PDF, 391 KB

english, 2016

5

[IEEE 2019 International Conference on Robotics and Automation (ICRA) - Montreal, QC, Canada (2019.5.20-2019.5.24)] 2019 International Conference on Robotics and Automation (ICRA) - Robotic Control of a Multi-Modal Rigid Endoscope Combining Optical Imaging with All-Optical Ultrasound

Dwyer, George, Colchester, Richard J, Alles, Erwin J, Maneas, Efthymios, Ourselin, Sebastien, Vercauteren, Tom, Deprest, Jan, Poorten, Emmanuel Vander, Coppi, Paolo De, Desjardins, Adrien E, Stoyanov,

Year:

2019

Language:

english

File:

PDF, 5.16 MB

english, 2019

6

Reconstructing a 3D structure from serial histological sections

S Ourselin, A Roche, G Subsol, X Pennec, N Ayache

Journal:

Image and Vision Computing

Year:

2001

Language:

english

File:

PDF, 836 KB

english, 2001

7

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

Wang, Guotai, Li, Wenqi, Zuluaga, Maria A., Pratt, Rosalind, Patel, Premal A., Aertsen, Michael, Doel, Tom, David, Anna L., Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 4.45 MB

english, 2018

8

Clinical Applications for Diffusion MRI and Tractography of Cranial Nerves Within the Posterior Fossa: A Systematic Review

Shapey, Jonathan, Vos, Sjoerd B., Vercauteren, Tom, Bradford, Robert, Saeed, Shakeel R., Bisdas, Sotirios, Ourselin, Sebastien

Journal:

Frontiers in Neuroscience

Year:

2019

Language:

english

File:

PDF, 1.56 MB

english, 2019

9

Clinical application of measurement of hippocampal atrophy in degenerative dementias

Josephine Barnes, Sebastien Ourselin, Nick C. Fox

Journal:

Year:

2009

Language:

english

File:

PDF, 136 KB

english, 2009

10

High-Speed Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units

Taylor, Z.A., Cheng, M., Ourselin, S.

Journal:

IEEE Transactions on Medical Imaging

Year:

2008

Language:

english

File:

PDF, 1.30 MB

english, 2008

11

MRI to X-ray mammography registration using a volume-preserving affine transformation

Thomy Mertzanidou, John Hipwell, M. Jorge Cardoso, Xiying Zhang, Christine Tanner, Sebastien Ourselin, Ulrich Bick, Henkjan Huisman, Nico Karssemeijer, David Hawkes

Journal:

Medical Image Analysis

Year:

2012

Language:

english

File:

PDF, 1.02 MB

english, 2012

12

Deconstructing language disintegration: Primary progressive aphasias have specific tractographic signatures

Colin Mahoney, Ian Malone, Ged Ridgway, Aisling Buckley, Martin Rossor, Sebastien Ourselin, Nick Fox, Jason Warren

Journal:

Alzheimer's & Dementia

Year:

2011

Language:

english

File:

PDF, 277 KB

english, 2011

13

White matter tract changes in mild-to-moderate Alzheimer's disease revealed by tensor-based registration analyses of diffusion tensor imaging

Shiva Keihaninejad, Hui Zhang, Natalie Ryan, Ian Malone, Chris Frost, Manuel Cardoso, Marc Modat, John Thornton, David Cash, Sebastien Ourselin, Nick Fox

Journal:

Alzheimer's & Dementia

Year:

2012

Language:

english

File:

PDF, 363 KB

english, 2012

14

Automated cross-sectional and longitudinal hippocampal volume measurement in mild cognitive impairment and Alzheimer's disease

Kelvin K. Leung, Josephine Barnes, Gerard R. Ridgway, Jonathan W. Bartlett, Matthew J. Clarkson, Kate Macdonald, Norbert Schuff, Nick C. Fox, Sebastien Ourselin

Journal:

Year:

2010

Language:

english

File:

PDF, 1.06 MB

english, 2010

15

LoAd: A locally adaptive cortical segmentation algorithm

M. Jorge Cardoso, Matthew J. Clarkson, Gerard R. Ridgway, Marc Modat, Nick C. Fox, Sebastien Ourselin

Journal:

Year:

2011

Language:

english

File:

PDF, 1.20 MB

english, 2011

16

STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation

Jorge Cardoso, M., Leung, Kelvin, Modat, Marc, Keihaninejad, Shiva, Cash, David, Barnes, Josephine, Fox, Nick C., Ourselin, Sebastien

Journal:

Medical Image Analysis

Year:

2013

Language:

english

File:

PDF, 1.36 MB

english, 2013

17

[IEEE 2008 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008) - Paris, France (2008.05.14-2008.05.17)] 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region

Jurcak, V., Fripp, J., Engstrom, C., Walker, D., Salvado, O., Ourselin, S., Crozier, S.

Year:

2008

Language:

english

File:

PDF, 461 KB

english, 2008

18

[IEEE 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) - Chicago, IL, USA (2011.03.30-2011.04.2)] 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction

Kazantsev, Daniil, Bousse, Alexandre, Pedemonte, Stefano, Arridge, Simon R., Hutton, Brian F., Ourselin, Sebastien

Year:

2011

Language:

english

File:

PDF, 728 KB

english, 2011

19

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Image Processing - Deep convolutional networks for pancreas segmentation in CT imaging

Ourselin, Sébastien, Styner, Martin A., Roth, Holger R., Farag, Amal, Lu, Le, Turkbey, Evrim B., Summers, Ronald M.

Year:

2015

Language:

english

File:

PDF, 1020 KB

english, 2015

20

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Genomic connectivity networks based on the BrainSpan atlas of the developing human brain

Ourselin, Sebastien, Styner, Martin A., Mahfouz, Ahmed, Ziats, Mark N., Rennert, Owen M., Lelieveldt, Boudewijn P. F., Reinders, Marcel J. T.

Year:

2014

Language:

english

File:

PDF, 376 KB

english, 2014

21

[Lecture Notes in Computer Science] Information Processing in Medical Imaging Volume 9123 || Multi-stage Biomarker Models for Progression Estimation in Alzheimer’s Disease

Ourselin, Sebastien, Alexander, Daniel C., Westin, Carl-Fredrik, Cardoso, M. Jorge

Year:

2015

Language:

english

File:

PDF, 5.40 MB

english, 2015

22

[Lecture Notes in Computer Science] Information Processing in Medical Imaging Volume 9123 || Multi-scale Convolutional Neural Networks for Lung Nodule Classification

Ourselin, Sebastien, Alexander, Daniel C., Westin, Carl-Fredrik, Cardoso, M. Jorge

Year:

2015

Language:

english

File:

PDF, 1.14 MB

english, 2015

23

[Lecture Notes in Computer Science] Information Processing in Medical Imaging Volume 9123 || A Comprehensive Computer-Aided Polyp Detection System for Colonoscopy Videos

Ourselin, Sebastien, Alexander, Daniel C., Westin, Carl-Fredrik, Cardoso, M. Jorge

Year:

2015

Language:

english

File:

PDF, 4.67 MB

english, 2015

24

Toward adaptive radiotherapy for head and neck patients: Feasibility study on using CT-to-CBCT deformable registration for “dose of the day” calculations

Veiga, Catarina, McClelland, Jamie, Moinuddin, Syed, Lourenço, Ana, Ricketts, Kate, Annkah, James, Modat, Marc, Ourselin, Sébastien, D’Souza, Derek, Royle, Gary

Journal:

Medical Physics

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

25

Toward adaptive radiotherapy for head and neck patients: Uncertainties in dose warping due to the choice of deformable registration algorithm

Veiga, Catarina, Lourenço, Ana Mónica, Mouinuddin, Syed, van Herk, Marcel, Modat, Marc, Ourselin, Sébastien, Royle, Gary, McClelland, Jamie R.

Journal:

Medical Physics

Year:

2015

Language:

english

File:

PDF, 1.98 MB

english, 2015

26

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Image Processing - Rician compressed sensing for fast and stable signal reconstruction in diffusion MRI

Dolui, Sudipto, Kuurstra, Alan, Michailovich, Oleg V., Haynor, David R., Ourselin, Sébastien

Year:

2012

Language:

english

File:

PDF, 885 KB

english, 2012

27

Brain imaging in the assessment for epilepsy surgery

Duncan, John S, Winston, Gavin P, Koepp, Matthias J, Ourselin, Sebastien

Journal:

The Lancet Neurology

Year:

2016

Language:

english

File:

PDF, 4.93 MB

english, 2016

28

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Nonrigid motion compensation in B-mode and contrast enhanced ultrasound image sequences of the carotid artery

Ourselin, Sebastien, Styner, Martin A., Carvalho, Diego D. B., Akkus, Zeynettin, Bosch, Johan G., van den Oord, Stijn C. H., Niessen, Wiro J., Klein, Stefan

Year:

2014

Language:

english

File:

PDF, 652 KB

english, 2014

29

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - A local technique for contrast preserving medical image enhancement

Ourselin, Sebastien, Styner, Martin A., Pant, Suresh Raj, Ghimire, Deepak, Park, Keunho, Lee, Joonwhoan

Year:

2014

Language:

english

File:

PDF, 504 KB

english, 2014

30

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Neurosphere segmentation in brightfield images

Ourselin, Sebastien, Styner, Martin A., Cheng, Jierong, Xiong, Wei, Chia, Shue Ching, Lim, Joo Hwee, Sankaran, Shvetha, Ahmed, Sohail

Year:

2014

Language:

english

File:

PDF, 1.01 MB

english, 2014

31

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Frequency-selective quantification of skin perfusion behavior during allergic testing using photoplethysmography imaging

Ourselin, Sebastien, Styner, Martin A., Blanik, Nikolai, Blazek, Claudia, Pereira, Carina, Blazek, Vladimir, Leonhardt, Steffen

Year:

2014

Language:

english

File:

PDF, 2.08 MB

english, 2014

32

[IEEE 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Hamburg, Germany (2015.9.28-2015.10.2)] 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Fluidic actuation for intra-operative in situ imaging

Devreker, A., Rosa, B., Desjardins, A., Alles, E.J., Garcia-Peraza, L.C., Maneas, E., Stoyanov, D., David, A.L., Vercauteren, T., Deprest, J., Ourselin, S., Reynaerts, D., Vander Poorten, E.

Year:

2015

Language:

english

File:

PDF, 4.64 MB

english, 2015

33

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Image Processing - Tracking multiple neurons on worm images

Parag, Toufiq, Butler, Victoria, Chklovskii, Dmitri, Ourselin, Sebastien, Haynor, David R.

Year:

2013

Language:

english

File:

PDF, 410 KB

english, 2013

34

261: Ultrasonic needle tracking for guidance of fetal interventions

Ginsberg, Yuval, Xia, Wenfeng, West, Simeon J., Ourselin, Sebastien, Nikitichev, Daniil I., David, Anna L., Desjardins, Adrien E.

Journal:

American Journal of Obstetrics and Gynecology

Year:

2016

Language:

english

File:

PDF, 655 KB

english, 2016

35

Combined 2D and 3D tracking of surgical instruments for minimally invasive and robotic-assisted surgery

Du, Xiaofei, Allan, Maximilian, Dore, Alessio, Ourselin, Sebastien, Hawkes, David, Kelly, John D., Stoyanov, Danail

Journal:

International Journal of Computer Assisted Radiology and Surgery

Year:

2016

Language:

english

File:

PDF, 2.54 MB

english, 2016

36

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Image Processing - Automatic segmentation of the liver using multi-planar anatomy and deformable surface model in abdominal contrast-enhanced CT images

Jang, Yujin, Hong, Helen, Chung, Jin Wook, Yoon, Young Ho, Haynor, David R., Ourselin, Sébastien

Year:

2012

Language:

english

File:

PDF, 2.13 MB

english, 2012

37

Music-of-light stethoscope: a demonstration of the photoacoustic effect

Nikitichev, D I, Xia, W, Hill, E, Mosse, C A, Perkins, T, Konyn, K, Ourselin, S, Desjardins, A E, Vercauteren, T

Journal:

Physics Education

Year:

2016

Language:

english

File:

PDF, 1.35 MB

english, 2016

38

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 Volume 9901 ||

Ourselin, Sebastien, Joskowicz, Leo, Sabuncu, Mert R., Unal, Gozde, Wells, William

Year:

2016

Language:

english

File:

PDF, 115.84 MB

english, 2016

39

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016 Volume 9902 ||

Ourselin, Sebastien, Joskowicz, Leo, Sabuncu, Mert R., Unal, Gozde, Wells, William

Year:

2016

Language:

english

File:

PDF, 106.30 MB

english, 2016

40

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 Volume 9900 || Early Diagnosis of Alzheimer’s Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine

Ourselin, Sebastien, Joskowicz, Leo, Sabuncu, Mert R., Unal, Gozde, Wells, William

Year:

2016

Language:

english

File:

PDF, 452 KB

english, 2016

41

[Lecture Notes in Computer Science] Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 Volume 9901 || Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities

Ourselin, Sebastien, Joskowicz, Leo, Sabuncu, Mert R., Unal, Gozde, Wells, William

Year:

2016

Language:

english

File:

PDF, 2.58 MB

english, 2016

42

A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients

Ladefoged, Claes N., Law, Ian, Anazodo, Udunna, St. Lawrence, Keith, Izquierdo-Garcia, David, Catana, Ciprian, Burgos, Ninon, Cardoso, M. Jorge, Ourselin, Sebastien, Hutton, Brian, Mérida, Inés, Coste

Journal:

Year:

2017

Language:

english

File:

PDF, 2.16 MB

english, 2017

43

A Continuum Robot and Control Interface for Surgical Assist in Fetoscopic Interventions

Dwyer, George, Chadebecq, Francois, Amo, Marcel Tella, Bergeles, Christos, Maneas, Efthymios, Pawar, Vijay, Poorten, Emanuel Vander, Deprest, Jan, Ourselin, Sebastien, De Coppi, Paolo, Vercauteren, To

Journal:

IEEE Robotics and Automation Letters

Year:

2017

Language:

english

File:

PDF, 821 KB

english, 2017

44

Effect of high-dose simvastatin on cognitive, neuropsychiatric, and health-related quality-of-life measures in secondary progressive multiple sclerosis: secondary analyses from the MS-STAT randomised, placebo-controlled trial

Chan, Dennis, Binks, Sophie, Nicholas, Jennifer M, Frost, Chris, Cardoso, M Jorge, Ourselin, Sebastien, Wilkie, David, Nicholas, Richard, Chataway, Jeremy

Journal:

The Lancet Neurology

Year:

2017

Language:

english

File:

PDF, 412 KB

english, 2017

45

Medical-grade Sterilizable Target for Fluid-immersed Fetoscope Optical Distortion Calibration

Nikitichev, Daniil I., Shakir, Dzhoshkun I., Chadebecq, François, Tella, Marcel, Deprest, Jan, Stoyanov, Danail, Ourselin, Sébastien, Vercauteren, Tom

Journal:

Journal of Visualized Experiments

Year:

2017

Language:

english

File:

PDF, 1.26 MB

english, 2017

46

Structural and effective connectivity in focal epilepsy

Parker, Christopher S., Clayden, Jonathan D., Cardoso, M. Jorge, Rodionov, Roman, Duncan, John S., Scott, Catherine, Diehl, Beate, Ourselin, Sebastien

Journal:

NeuroImage: Clinical

Year:

2018

Language:

english

File:

PDF, 1.56 MB

english, 2018

47

Thalamic atrophy in frontotemporal dementia — Not just a C9orf72 problem

Bocchetta, Martina, Gordon, Elizabeth, Jorge Cardoso, M., Modat, Marc, Ourselin, Sebastien, Warren, Jason D., Rohrer, Jonathan D.

Journal:

NeuroImage: Clinical

Year:

2018

Language:

english

File:

PDF, 995 KB

english, 2018

48

3D Pose Estimation of Articulated Instruments in Robotic Minimally Invasive Surgery

Allan, M., Ourselin, S., Hawkes, D. J., Kelly, J. D., Stoyanov, D.

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 52.33 MB

english, 2018

49

Robot-assisted stereotactic brain biopsy: systematic review and bibliometric analysis

Marcus, Hani J., Vakharia, Vejay N., Ourselin, Sebastien, Duncan, John, Tisdall, Martin, Aquilina, Kristian

Journal:

Child's Nervous System

Year:

2018

Language:

english

File:

PDF, 961 KB

english, 2018

50

Towards computer-assisted TTTS: Laser ablation detection for workflow segmentation from fetoscopic video

Vasconcelos, Francisco, Brandão, Patrick, Vercauteren, Tom, Ourselin, Sebastien, Deprest, Jan, Peebles, Donald, Stoyanov, Danail

Journal:

International Journal of Computer Assisted Radiology and Surgery

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018