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Stefan Philippo Pszczolkowski Parraguez

Research Fellow

University of Nottingham

Nottingham, Reino Unido

- Medical Image Analysis, especially Magnetic Resonance Imaging and Computed Tomography - Machine Learning in Medical Imaging - Image-based Predictive Modelling in Health

Medical Image Analysis, IMPERIAL COLLEGE LONDON. Reino Unido, 2015
Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2007
Ingeniero Civil de Computación, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2007

Research Assistant/Associate Full Time

IMPERIAL COLLEGE LONDON

London, Reino Unido

2014 - 2015
Research Fellow Full Time

UNIVERSITY OF NOTTINGHAM

Nottingham, Reino Unido

2015 - A la fecha

Ingeniero de Software Full Time

Cursor

Santiago, Chile

2007 - 2010

Becas Chile Doctorado

COMISION NACIONAL DE INVESTIGACION CIENTIFICA Y TECNOLOGICA

Chile, 2009

Beca Chile Doctorado
International Collaboration Fund Award

UNIVERSITY OF NOTTINGHAM

Reino Unido, 2019

Award for a one-month research visit to Universidad de Valparaíso, Chile


Connectivity-Guided Theta Burst Transcranial Magnetic Stimulation Versus Repetitive Transcranial Magnetic Stimulation for Treatment-Resistant Moderate to Severe Depression: Magnetic Resonance Imaging Protocol and SARS-CoV-2–Induced Changes for a Randomized Double-blind Controlled Trial Pszczolkowski, Stefan; Cottam, William J.; Briley, Paul M.; Iwabuchi, Sarina J.; Kaylor-Hughes, Catherine; Shalabi, Abdulrhman; Babourina-Brooks, Ben; Berrington, Adam; Barber, Shaun; Suazo Di Paola, Ana; Blamire, Andrew; McAllister-Williams, R Hamish; Parikh, Jehill; Abdelghani, Mohamed; Matthäus, Lars; Hauffe, Ralf; Liddle, Peter; Auer, Dorothee P.; Morriss, Richard Article JMIR Research Protocols (2022)
Effect of Tranexamic Acid Administration on Remote Cerebral Ischemic Lesions in Acute Spontaneous Intracerebral Hemorrhage: A Substudy of a Randomized Clinical Trial Pszczolkowski, Stefan; Sprigg, Nikola; Woodhouse, Lisa J.; Gallagher, Rebecca; Swienton, David; Law, Zhe Kang; Casado, Ana M.; Roberts, Ian; Werring, David J.; Al-Shahi Salman, Rustam; England, Timothy J.; Morgan, Paul S.; Bath, Philip M.; Dineen, Robert A. Article JAMA NEUROLOGY (2022)
Quantitative CT radiomics-based models for prediction of haematoma expansion and poor functional outcome in primary intracerebral haemorrhage Pszczolkowski, Stefan; Manzano-Patron, Jose P.; Law, Zhe K.; Krishnan, Kailash; Ali, Azlinawati; Bath, Philip M.; Sprigg, Nikola; Dineen, Rob A. Article ISI EUROPEAN RADIOLOGY (2021)
Connectivity guided theta burst transcranial magnetic stimulation versus repetitive transcranial magnetic stimulation for treatment-resistant moderate to severe depression: study protocol for a randomised double-blind controlled trial (BRIGhTMIND) Morriss, Richard; Webster, Lucy; Abdelghani, Mohamed; Auer, Dorothee P.; Barber, Shaun; Bates, Peter; Blamire, Andrew; Briley, Paul M.; Brookes, Cassandra; Iwabuchi, Sarina; James, Marilyn; Kaylor-Hughes, Catherine; Lankappa, Sudheer; Liddle, Peter; McAllister-Williams, Hamish; O'Neill-Kerr, Alex; Parraguez, Stefan Pszczolkowski; Di Paola, Ana Suazo; Thomson, Louise; Walters, Yvette; BRIGhTMIND Study Team Article ISI BMJ OPEN (2020)
Multiparametric cerebellar imaging and clinical phenotype in childhood ataxia telangiectasia Dineen, Rob A.; Raschke, Felix; McGlashan, Hannah L.; Pszczolkowski, Stefan; Hack, Lorna; Cooper, Andrew D.; Prasad, Manish; Chow, Gabriel; Whitehouse, William P.; Auer, Dorothee P. Article ISI NEUROIMAGE-CLINICAL (2020)
Noncontrast Computed Tomography Signs as Predictors of Hematoma Expansion, Clinical Outcome, and Response to Tranexamic Acid in Acute Intracerebral Hemorrhage Law, Zhe Kang; Ali, Azlinawati; Krishnan, Kailash; Bischoff, Adam; Appleton, Jason P.; Scutt, Polly; Woodhouse, Lisa; Pszczolkowski, Stefan; Cala, Lesley A.; Dineen, Robert A.; England, Timothy J.; Ozturk, Serefnur; Roffe, Christine; Bereczki, Daniel; Ciccone, Alfonso; Christensen, Hanne; Ovesen, Christian; Bath, Philip M.; Sprigg, Nikola; TICH-2 Investigators Article ISI STROKE (2020)
Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging Veloz, Alejandro; Weinstein, Alejandro; Pszczolkowski, Stefan; Hernandez-Garcia, Luis; Olivares, Rodrigo; Munoz, Roberto; Taramasco, Carla Article ISI SCOPUS COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2019)
Automated segmentation of haematoma and perihaematomal oedema in MRI of acute spontaneous intracerebral haemorrhage Pszczolkowski, Stefan; Law, Zhe K.; Gallagher, Rebecca G.; Meng, Dewen; Swienton, David J.; Morgan, Paul S.; Bath, Philip M.; Sprigg, Nikola; Dineen, Rob A. Article ISI COMPUTERS IN BIOLOGY AND MEDICINE (2019)
Noncontrast CT signs as predictors of hematoma expansion, clinical outcome and response to tranexamic acid in acute ICH Law, Zhe K.; Ali, Azlinawati; Krishnan, Kailash; Bischoff, Adam; Appleton, Jason; Scutt, Polly; Woodhouse, Lisa; Pszczolkowski, Stefan; Cala, Lesley; Dineen, Rob A.; England, Timothy; Ozturk, Serefnur; Roffe, Christine; Bereczki, Dániel; Ciccone, Alfonso; Christensen, Hanne; Ovesen, Christian; Bath, Philip M.; Sprigg, Nikola Article Stroke (2019)
Does tranexamic acid lead to changes in MRI measures of brain tissue health in patients with spontaneous intracerebral haemorrhage? Protocol for a MRI substudy nested within the double-blind randomised controlled TICH-2 trial Dineen, Rob A.; Pszczolkowski, Stefan; Flaherty, Katie; Law, Zhe K.; Morgan, Paul S.; Roberts, Ian; Werring, David J.; Salman, Rustam Al-Shahi; England, Tim; Bath, Philip M.; Sprigg, Nikola Article ISI BMJ OPEN (2018)
A robust similarity measure for volumetric image registration with outliers Snape, Patrick; Pszczolkowski, Stefan; Zafeiriou, Stefanos; Tzimiropoulos, Georgios; Ledig, Christian; Rueckert, Daniel Article ISI IMAGE AND VISION COMPUTING (2016)
A ROBUST SIMILARITY MEASURE FOR NONRIGID IMAGE REGISTRATION WITH OUTLIERS Pszczolkowski, Stefan; Zafeiriou, Stefanos; Ledig, Christian; Rueckert, Daniel; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2014)
Indoor Mobile Robotics at Grima, PUC Caro, L; Correa, J; Espinace P.; Langdon, D; Maturana D.; Mitnik, R; Montabone, S; Pszczolkowski, S; Araneda, A.; Mery, D; Torres M.; soto A. Article ISI SCOPUS Journal of Intelligent and Robotic Systems: Theory and Applications (2012)
Nonrigid Free-Form Registration Using Landmark-Based Statistical Deformation Models Pszczolkowski, Stefan; Pizarro, Luis; Guerrero, Ricardo; Rueckert, Daniel; Haynor, DR; Ourselin, S Article ISI 18TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS (2012)


Human detection in indoor environments using multiple visual cues and a mobile robot Pszczolkowski, S; soto A. ConferencePaper ISI EDUCATING FOR A NEW FUTURE: MAKING SENSE OF TECHNOLOGY-ENHANCED LEARNING ADOPTION, EC-TEL 2022 (2007)


Recruitment challenges in MRI studies of acute intracerebral haemorrhage: experience from the TICH-2 MRI substudy Pszczolkowski, S; Bath, P.M; Sprigg, N; Dineen, R.A ConferencePoster (2018)
Automatic quantification of haematoma and surrounding oedema in MRI of acute spontaneous intracerebral haemorrhage: Preliminary results for the TICH-2 MRI sub-study Pszczolkowski, S; Gallagher, R.G; Law, Z.K; Meng, D; Swienton, D.J; Morgan, P.S; Bath, P.M; Sprigg, N; Dineen, R.A ConferencePoster (2017)
Divergent trajectory of age-related cerebellar volume change in children with ataxia telangiectasia Dineen, R.A; Pszczolkowski, S; Raschke, F; McGlashan, H; Prasad M.; Chow, G; Whitehouse, W; Auer, D.P ConferencePoster (2017)
Gradient projection learning for parametric nonrigid registration Pszczolkowski, S; Pizarro, L; O’Regan, D.P.; Rueckert, D ConferencePoster (2012)

19

Stefan Pszczolkowski

Research Fellow

Medicine

University of Nottingham

Nottingham, Reino Unido

2

Alvaro Soto

Associate Professor

Computer Science

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1

Alejandro Weinstein

Professor

Escuela de Ingenieria Civil Biomedica

Universidad de Valparaiso

Valparaiso, Chile

1

RODRIGO OLIVARES

ACADÉMICO

ESCUELA DE INGENIERÍA CIVIL INFORMÁTICA

UNIVERSIDAD DE VALPARAÍSO

VALPARAÍSO, Chile

1

Alejandro Veloz

Associate professor

School of Biomedical Engineering

Universidad de Valparaíso

Valparaíso, Chile

1

Roberto Muñoz

Director

Escuela de Ingeniería Informática

Universidad de Valparaíso

Valparaíso , Chile

1

Carla Taramasco

Full professor

Universidad Andrés Bello

Viña del Mar, Chile

1

Luis Caro

Profesor Asistente

Informática

Universidad Católica de Temuco

Temuco, Chile

1

Ana Araneda

Profesor Asociado Adjunto

Estadistica

Pontificia Universidad Catolica de Chile

Santiago, Chile

1

Miguel Torres

Associate Professor

Department of Electrical Engineering

Pontificia Universidad Catolica de Chile

Santiago, Chile

1

Luis Pizarro

PROFESOR

INGENIERIA

UNIVERSIDAD AUTONOMA DE CHILE

TALCA, Chile

1

DOMINGO MERY

Profesor Titular

Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile