Parashkev Nachev

Affiliations

3Institute of Neurology, University College London, 33 Queen Square, London, WC1N 3BG UK.

Publications (52)

Full-waveform inversion imaging of the human brain.

NPJ digital medicine

Avec: Lluís Guasch , Oscar Calderón Agudo , Meng-Xing Tang , Parashkev Nachev , Michael Warner

Modelling MR and clinical features in grade II/III astrocytomas to predict IDH mutation status.

European journal of radiology

Avec: Harpreet Hyare , Louise Rice , Stefanie Thust , Parashkev Nachev , Ashwani Jha , Marina Milic , Sebastian Brandner , Jeremy Rees

Erratum: Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.

NPJ digital medicine

Avec: Baris Kanber , Parashkev Nachev , Frederik Barkhof , Alberto Calvi , Jorge Cardoso , Rosa Cortese , Ferran Prados , Carole H Sudre , Carmen Tur , Sebastien Ourselin , Olga Ciccarelli

Fast high-resolution metabolic imaging of acute stroke with 3D magnetic resonance spectroscopy.

Brain : a journal of neurology

Avec: Yao Li , Tianyao Wang , Tianxiao Zhang , Zengping Lin , Yudu Li , Rong Guo , Yibo Zhao , Ziyu Meng , Jun Liu , Xin Yu , Zhi-Pei Liang , Parashkev Nachev

Machine phenotyping of cluster headache and its response to verapamil.

Brain : a journal of neurology

Avec: Amy R Tso , Mikael Brudfors , Daisuke Danno , Lou Grangeon , Sanjay Cheema , Manjit Matharu , Parashkev Nachev

Multi-model mapping of phonemic fluency.

Brain communications

Avec: Lisa Cipolotti , Tianbo Xu , Bronson Harry , Joe Mole , Grace Lakey , Tim Shallice , Edgar Chan , Parashkev Nachev

Analyzing historical and future acute neurosurgical demand using an AI-enabled predictive dashboard.

Scientific reports

Avec: Anand S Pandit , Arif H B Jalal , Ahmed K Toma , Parashkev Nachev

Deep forecasting of translational impact in medical research.

Patterns (New York, N.Y.)

Avec: Amy P K Nelson , Robert J Gray , James K Ruffle , Henry C Watkins , Daniel Herron , Nick Sorros , Danil Mikhailov , M Jorge Cardoso , Sebastien Ourselin , Nick McNally , Bryan Williams , Geraint E Rees , Parashkev Nachev

Historical and future trends in emergency pituitary referrals: a machine learning analysis.

Pituitary

Avec: A S Pandit , D Z Khan , J G Hanrahan , N L Dorward , S E Baldeweg , P Nachev , H J Marcus

Predicting the Onset of Ischemic Stroke With Fast High-Resolution 3D MR Spectroscopic Imaging.

Journal of magnetic resonance imaging : JMRI

Avec: Zengping Lin , Ziyu Meng , Tianyao Wang , Rong Guo , Yibo Zhao , Yudu Li , Bin Bo , Yue Guan , Jun Liu , Hong Zhou , Xin Yu , David J Lin , Zhi-Pei Liang , Parashkev Nachev , Yao Li

The human cost of ethical artificial intelligence.

Brain structure & function

Avec: James K Ruffle , Chris Foulon , Parashkev Nachev

Characterizing phonemic fluency by transfer learning with deep language models.

Brain communications

Avec: Joe Mole , Amy Nelson , Edgar Chan , Lisa Cipolotti , Parashkev Nachev

Voxel-based dysconnectomic brain morphometry with computed tomography in Down syndrome.

Annals of clinical and translational neurology

Avec: Beatriz Sánchez-Moreno , Linda Zhang , Gloria Mateo , Fernando Moldenhauer , Mikael Brudfors , John Ashburner , Parashkev Nachev , Diego Real de Asúa , Bryan A Strange

What predicts citation counts and translational impact in headache research? A machine learning analysis.

Cephalalgia : an international journal of headache

Avec: Antonios Danelakis , Helge Langseth , Parashkev Nachev , Amy Nelson , Marte-Helene Bjørk , Manjit S Matharu , Erling Tronvik , Arne May , Anker Stubberud

Deep learning disconnectomes to accelerate and improve long-term predictions for post-stroke symptoms.

Brain communications

Avec: Anna Matsulevits , Pierrick Coupé , Huy-Dung Nguyen , Lia Talozzi , Chris Foulon , Parashkev Nachev , Maurizio Corbetta , Thomas Tourdias , Michel Thiebaut de Schotten

Resective surgery prevents progressive cortical thinning in temporal lobe epilepsy.

Brain : a journal of neurology

Avec: Marian Galovic , Jane de Tisi , Andrew W McEvoy , Anna Miserocchi , Sjoerd B Vos , Giuseppe Borzi , Juana Cueva Rosillo , Khue Anh Vuong , Parashkev Nachev , John S Duncan , Matthias J Koepp

Association of Piriform Cortex Resection With Surgical Outcomes in Patients With Temporal Lobe Epilepsy.

JAMA neurology

Avec: Marian Galovic , Irene Baudracco , Evan Wright-Goff , Galo Pillajo , Parashkev Nachev , Britta Wandschneider , Friedrich Woermann , Pamela Thompson , Sallie Baxendale , Andrew W McEvoy , Mark Nowell , Matteo Mancini , Sjoerd B Vos , Gavin P Winston , Rachel Sparks , Ferran Prados , Anna Miserocchi , Jane de Tisi , Louis André Van Graan , Roman Rodionov , Chengyuan Wu , Mahdi Alizadeh , Lauren Kozlowski , Ashwini D Sharan , Lohith G Kini , Kathryn A Davis , Brian Litt , Sebastien Ourselin , Solomon L Moshé , Josemir W A Sander , Wolfgang Löscher , John S Duncan , Matthias J Koepp

Constipation Predominant Irritable Bowel Syndrome and Functional Constipation Are Not Discrete Disorders: A Machine Learning Approach.

The American journal of gastroenterology

Avec: James K Ruffle , Linda Tinkler , Christopher Emmett , Alexander C Ford , Parashkev Nachev , Qasim Aziz , Adam D Farmer , Yan Yiannakou

The autonomic brain: Multi-dimensional generative hierarchical modelling of the autonomic connectome.

Cortex; a journal devoted to the study of the nervous system and behavior

Avec: James K Ruffle , Harpreet Hyare , Matthew A Howard , Adam D Farmer , A Vania Apkarian , Steven C R Williams , Qasim Aziz , Parashkev Nachev

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers.

Medical image analysis

Avec: Walter H L Pinaya , Petru-Daniel Tudosiu , Robert Gray , Geraint Rees , Parashkev Nachev , Sebastien Ourselin , M Jorge Cardoso

The minimal computational substrate of fluid intelligence.

Cortex; a journal devoted to the study of the nervous system and behavior

Avec: Amy P K Nelson , Joe Mole , Guilherme Pombo , Robert J Gray , James K Ruffle , Edgar Chan , Geraint E Rees , Lisa Cipolotti , Parashkev Nachev

Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models.

Medical image analysis

Avec: Guilherme Pombo , Robert Gray , M Jorge Cardoso , Sebastien Ourselin , Geraint Rees , John Ashburner , Parashkev Nachev

Graph lesion-deficit mapping of fluid intelligence.

Brain : a journal of neurology

Avec: Lisa Cipolotti , James K Ruffle , Joe Mole , Tianbo Xu , Harpreet Hyare , Tim Shallice , Edgar Chan , Parashkev Nachev

Forecasting migraine with machine learning based on mobile phone diary and wearable data.

Cephalalgia : an international journal of headache

Avec: Anker Stubberud , Sigrid Hegna Ingvaldsen , Eiliv Brenner , Ingunn Winnberg , Alexander Olsen , Gøril Bruvik Gravdahl , Manjit Singh Matharu , Parashkev Nachev , Erling Tronvik

Computational limits to the legibility of the imaged human brain.

NeuroImage

Avec: James K Ruffle , Robert J Gray , Samia Mohinta , Guilherme Pombo , Chaitanya Kaul , Harpreet Hyare , Geraint Rees , Parashkev Nachev

The utility of MRI radiological biomarkers in determining intracranial pressure.

Scientific reports

Avec: Anand S Pandit , Musa China , Raunak Jain , Arif H B Jalal , Maria Jelen , Shivani B Joshi , Crystallynn Skye , Zakee Abdi , Yousif Aldabbagh , Mohammad Alradhawi , Ptolemy D W Banks , Martyna K Stasiak , Emily B C Tan , Fleur C Yildirim , James K Ruffle , Linda D'Antona , Hasan Asif , Lewis Thorne , Laurence D Watkins , Parashkev Nachev , Ahmed K Toma

Neurodevelopmental Disorders: Sensing Tourette's Tics Away.

Current biology : CB

Avec: Ashwani Jha , Parashkev Nachev

Metabolic lesion-deficit mapping of human cognition.

Brain : a journal of neurology

Avec: Ashwani Jha , Rute Teotonio , April-Louise Smith , Jamshed Bomanji , John Dickson , Beate Diehl , John S Duncan , Parashkev Nachev

Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees.

IEEE transactions on medical imaging

Avec: Stefano Moriconi , Maria A Zuluaga , H Rolf Jager , Parashkev Nachev , Sebastien Ourselin , M Jorge Cardoso

Progressive Cortical Thinning in Patients With Focal Epilepsy.

JAMA neurology

Avec: Marian Galovic , Victor Q H van Dooren , Tjardo S Postma , Sjoerd B Vos , Lorenzo Caciagli , Giuseppe Borzì , Juana Cueva Rosillo , Khue Anh Vuong , Jane de Tisi , Parashkev Nachev , John S Duncan , Matthias J Koepp

The neural basis of meta-volition.

Communications biology

Avec: Parashkev Nachev , R Edward Roberts , Masud Husain , Christopher Kennard

Network topological determinants of pathogen spread.

Scientific reports

Avec: María Pérez-Ortiz , Petru Manescu , Fabio Caccioli , Delmiro Fernández-Reyes , Parashkev Nachev , John Shawe-Taylor

Orienting to fear under transient focal disruption of the human amygdala.

Brain : a journal of neurology

Avec: Ashwani Jha , Beate Diehl , Bryan Strange , Anna Miserocchi , Fahmida Chowdhury , Andrew W McEvoy , Parashkev Nachev

Latent Transformer Models for out-of-distribution detection.

Medical image analysis

Avec: Mark S Graham , Petru-Daniel Tudosiu , Paul Wright , Walter Hugo Lopez Pinaya , Petteri Teikari , Ashay Patel , Jean-Marie U-King-Im , Yee H Mah , James T Teo , Hans Rolf Jäger , David Werring , Geraint Rees , Parashkev Nachev , Sebastien Ourselin , M Jorge Cardoso

GeoSPM: Geostatistical parametric mapping for medicine.

Patterns (New York, N.Y.)

Avec: Holger Engleitner , Ashwani Jha , Marta Suarez Pinilla , Amy Nelson , Daniel Herron , Geraint Rees , Karl Friston , Martin Rossor , Parashkev Nachev

Latent disconnectome prediction of long-term cognitive-behavioural symptoms in stroke.

Brain : a journal of neurology

Avec: Lia Talozzi , Stephanie J Forkel , Valentina Pacella , Victor Nozais , Etienne Allart , Céline Piscicelli , Dominic Pérennou , Daniel Tranel , Aaron Boes , Maurizio Corbetta , Parashkev Nachev , Michel Thiebaut de Schotten

Phenotype of new daily persistent headache: subtypes and comparison to transformed chronic daily headache.

The journal of headache and pain

Avec: Sanjay Cheema , Anker Stubberud , Khadija Rantell , Parashkev Nachev , Erling Tronvik , Manjit Matharu

Artificial intelligence and headache.

Cephalalgia : an international journal of headache

Avec: Anker Stubberud , Helge Langseth , Parashkev Nachev , Manjit S Matharu , Erling Tronvik

Realistic morphology-preserving generative modelling of the brain.

Nature machine intelligence

Avec: Petru-Daniel Tudosiu , Walter H L Pinaya , Pedro Ferreira Da Costa , Jessica Dafflon , Ashay Patel , Pedro Borges , Virginia Fernandez , Mark S Graham , Robert J Gray , Parashkev Nachev , Sebastien Ourselin , M Jorge Cardoso

Ground-truth validation of uni- and multivariate lesion inference approaches.

Brain communications

Avec: Melissa Zavaglia , Caroline Malherbe , Sebastian Schlaadt , Parashkev Nachev , Claus C Hilgetag

The Value of Data: Applying a Public Value Model to the English National Health Service.

Journal of medical Internet research

Avec: James Wilson , Daniel Herron , Parashkev Nachev , Nick McNally , Bryan Williams , Geraint Rees

Quantifying the Impact of Chronic Ischemic Injury on Clinical Outcomes in Acute Stroke With Machine Learning.

Frontiers in neurology

Avec: Yee-Haur Mah , Parashkev Nachev , Andrew D MacKinnon

Spatial and episodic memory tasks promote temporal lobe interictal spikes.

Annals of neurology

Avec: Umesh Vivekananda , Daniel Bush , James A Bisby , Beate Diehl , Ashwani Jha , Parashkev Nachev , Roman Rodionov , Neil Burgess , Matthew C Walker

High-dimensional detection of imaging response to treatment in multiple sclerosis.

NPJ digital medicine

Avec: Baris Kanber , Parashkev Nachev , Frederik Barkhof , Alberto Calvi , Jorge Cardoso , Rosa Cortese , Ferran Prados , Carole H Sudre , Carmen Tur , Sebastien Ourselin , Olga Ciccarelli

Reclassifying stroke lesion anatomy.

Cortex; a journal devoted to the study of the nervous system and behavior

Avec: Anna K Bonkhoff , Tianbo Xu , Amy Nelson , Robert Gray , Ashwani Jha , Jorge Cardoso , Sebastien Ourselin , Geraint Rees , Hans Rolf Jäger , Parashkev Nachev

Machine prescription for chronic migraine.

Brain communications

Avec: Anker Stubberud , Robert Gray , Erling Tronvik , Manjit Matharu , Parashkev Nachev

Brain tumour segmentation with incomplete imaging data.

Brain communications

Avec: James K Ruffle , Samia Mohinta , Robert Gray , Harpreet Hyare , Parashkev Nachev

Examining patient benefit.

Future healthcare journal

Avec: James Wilson , Parashkev Nachev , Daniel Herron , Nick McNally , Bryan Williams , Geraint Rees

A framework for focal and connectomic mapping of transiently disrupted brain function.

Communications biology

Avec: Michael S Elmalem , Hanna Moody , James K Ruffle , Michel Thiebaut de Schotten , Patrick Haggard , Beate Diehl , Parashkev Nachev , Ashwani Jha

Compressed representation of brain genetic transcription.

Human brain mapping

Avec: James K Ruffle , Henry Watkins , Robert J Gray , Harpreet Hyare , Michel Thiebaut de Schotten , Parashkev Nachev

Sex-Based Performance Disparities in Machine Learning Algorithms for Cardiac Disease Prediction: Exploratory Study.

Journal of medical Internet research

Avec: Isabel Straw , Geraint Rees , Parashkev Nachev

Predicting scheduled hospital attendance with artificial intelligence.

NPJ digital medicine

Avec: Amy Nelson , Daniel Herron , Geraint Rees , Parashkev Nachev

Réseau de co-auteurs

James K Ruffle 11 collaborations

Sebastien Ourselin 10 collaborations

Geraint Rees 10 collaborations

Ashwani Jha 8 collaborations

Harpreet Hyare 6 collaborations

M Jorge Cardoso 6 collaborations

Robert J Gray 5 collaborations

Daniel Herron 5 collaborations

Amy Nelson 5 collaborations

Erling Tronvik 5 collaborations

Anker Stubberud 5 collaborations

Robert Gray 5 collaborations

Lisa Cipolotti 4 collaborations

Joe Mole 4 collaborations

Edgar Chan 4 collaborations

Michel Thiebaut de Schotten 4 collaborations

John S Duncan 4 collaborations

Beate Diehl 4 collaborations

Jorge Cardoso 3 collaborations

Ferran Prados 3 collaborations

Manjit Matharu 3 collaborations

Tianbo Xu 3 collaborations

Nick McNally 3 collaborations

Bryan Williams 3 collaborations

Marian Galovic 3 collaborations

Jane de Tisi 3 collaborations

Andrew W McEvoy 3 collaborations

Anna Miserocchi 3 collaborations

Sjoerd B Vos 3 collaborations

Matthias J Koepp 3 collaborations

Petru-Daniel Tudosiu 3 collaborations

Guilherme Pombo 3 collaborations

Baris Kanber 2 collaborations

Frederik Barkhof 2 collaborations

Alberto Calvi 2 collaborations

Rosa Cortese 2 collaborations

Carole H Sudre 2 collaborations

Carmen Tur 2 collaborations

Olga Ciccarelli 2 collaborations

Yao Li 2 collaborations

Tianyao Wang 2 collaborations

Zengping Lin 2 collaborations

Yudu Li 2 collaborations

Rong Guo 2 collaborations

Yibo Zhao 2 collaborations

Ziyu Meng 2 collaborations

Jun Liu 2 collaborations

Xin Yu 2 collaborations

Zhi-Pei Liang 2 collaborations

Mikael Brudfors 2 collaborations

Sanjay Cheema 2 collaborations

Tim Shallice 2 collaborations

Anand S Pandit 2 collaborations

Arif H B Jalal 2 collaborations

Ahmed K Toma 2 collaborations

Amy P K Nelson 2 collaborations

Geraint E Rees 2 collaborations

Chris Foulon 2 collaborations

John Ashburner 2 collaborations

Helge Langseth 2 collaborations

Manjit S Matharu 2 collaborations

Lia Talozzi 2 collaborations

Maurizio Corbetta 2 collaborations

Juana Cueva Rosillo 2 collaborations

Khue Anh Vuong 2 collaborations

Roman Rodionov 2 collaborations

Qasim Aziz 2 collaborations

Adam D Farmer 2 collaborations

Walter H L Pinaya 2 collaborations

Samia Mohinta 2 collaborations

Mark S Graham 2 collaborations

Ashay Patel 2 collaborations

Hans Rolf Jäger 2 collaborations

James Wilson 2 collaborations

Lluís Guasch 1 collaboration

Oscar Calderón Agudo 1 collaboration

Meng-Xing Tang 1 collaboration

Michael Warner 1 collaboration

Louise Rice 1 collaboration

Stefanie Thust 1 collaboration

Marina Milic 1 collaboration

Sebastian Brandner 1 collaboration

Jeremy Rees 1 collaboration

Tianxiao Zhang 1 collaboration

Amy R Tso 1 collaboration

Daisuke Danno 1 collaboration

Lou Grangeon 1 collaboration

Bronson Harry 1 collaboration

Grace Lakey 1 collaboration

Henry C Watkins 1 collaboration

Nick Sorros 1 collaboration

Danil Mikhailov 1 collaboration

A S Pandit 1 collaboration

D Z Khan 1 collaboration

J G Hanrahan 1 collaboration

N L Dorward 1 collaboration

S E Baldeweg 1 collaboration

P Nachev 1 collaboration

H J Marcus 1 collaboration

Bin Bo 1 collaboration

Yue Guan 1 collaboration

Hong Zhou 1 collaboration

David J Lin 1 collaboration

Beatriz Sánchez-Moreno 1 collaboration

Linda Zhang 1 collaboration

Gloria Mateo 1 collaboration

Fernando Moldenhauer 1 collaboration

Diego Real de Asúa 1 collaboration

Bryan A Strange 1 collaboration

Antonios Danelakis 1 collaboration

Marte-Helene Bjørk 1 collaboration

Arne May 1 collaboration

Anna Matsulevits 1 collaboration

Pierrick Coupé 1 collaboration

Huy-Dung Nguyen 1 collaboration

Thomas Tourdias 1 collaboration

Giuseppe Borzi 1 collaboration

Irene Baudracco 1 collaboration

Evan Wright-Goff 1 collaboration

Galo Pillajo 1 collaboration

Britta Wandschneider 1 collaboration

Friedrich Woermann 1 collaboration

Pamela Thompson 1 collaboration

Sallie Baxendale 1 collaboration

Mark Nowell 1 collaboration

Matteo Mancini 1 collaboration

Gavin P Winston 1 collaboration

Rachel Sparks 1 collaboration

Louis André Van Graan 1 collaboration

Chengyuan Wu 1 collaboration

Mahdi Alizadeh 1 collaboration

Lauren Kozlowski 1 collaboration

Ashwini D Sharan 1 collaboration

Lohith G Kini 1 collaboration

Kathryn A Davis 1 collaboration

Brian Litt 1 collaboration

Solomon L Moshé 1 collaboration

Josemir W A Sander 1 collaboration

Wolfgang Löscher 1 collaboration

Linda Tinkler 1 collaboration

Christopher Emmett 1 collaboration

Alexander C Ford 1 collaboration

Yan Yiannakou 1 collaboration

Matthew A Howard 1 collaboration

A Vania Apkarian 1 collaboration

Steven C R Williams 1 collaboration

Sigrid Hegna Ingvaldsen 1 collaboration

Eiliv Brenner 1 collaboration

Ingunn Winnberg 1 collaboration

Alexander Olsen 1 collaboration

Gøril Bruvik Gravdahl 1 collaboration

Manjit Singh Matharu 1 collaboration

Chaitanya Kaul 1 collaboration

Musa China 1 collaboration

Raunak Jain 1 collaboration

Maria Jelen 1 collaboration

Shivani B Joshi 1 collaboration

Crystallynn Skye 1 collaboration

Zakee Abdi 1 collaboration

Yousif Aldabbagh 1 collaboration

Mohammad Alradhawi 1 collaboration

Ptolemy D W Banks 1 collaboration

Martyna K Stasiak 1 collaboration

Emily B C Tan 1 collaboration

Fleur C Yildirim 1 collaboration

Linda D'Antona 1 collaboration

Hasan Asif 1 collaboration

Lewis Thorne 1 collaboration

Laurence D Watkins 1 collaboration

Rute Teotonio 1 collaboration

April-Louise Smith 1 collaboration

Jamshed Bomanji 1 collaboration

John Dickson 1 collaboration

Stefano Moriconi 1 collaboration

Maria A Zuluaga 1 collaboration

H Rolf Jager 1 collaboration

Victor Q H van Dooren 1 collaboration

Tjardo S Postma 1 collaboration

Lorenzo Caciagli 1 collaboration

Giuseppe Borzì 1 collaboration

R Edward Roberts 1 collaboration

Masud Husain 1 collaboration

Christopher Kennard 1 collaboration

María Pérez-Ortiz 1 collaboration

Petru Manescu 1 collaboration

Fabio Caccioli 1 collaboration

Delmiro Fernández-Reyes 1 collaboration

John Shawe-Taylor 1 collaboration

Bryan Strange 1 collaboration

Fahmida Chowdhury 1 collaboration

Paul Wright 1 collaboration

Walter Hugo Lopez Pinaya 1 collaboration

Petteri Teikari 1 collaboration

Jean-Marie U-King-Im 1 collaboration

Yee H Mah 1 collaboration

James T Teo 1 collaboration

David Werring 1 collaboration

Holger Engleitner 1 collaboration

Marta Suarez Pinilla 1 collaboration

Karl Friston 1 collaboration

Martin Rossor 1 collaboration

Stephanie J Forkel 1 collaboration

Valentina Pacella 1 collaboration

Victor Nozais 1 collaboration

Etienne Allart 1 collaboration

Céline Piscicelli 1 collaboration

Dominic Pérennou 1 collaboration

Daniel Tranel 1 collaboration

Aaron Boes 1 collaboration

Khadija Rantell 1 collaboration

Pedro Ferreira Da Costa 1 collaboration

Jessica Dafflon 1 collaboration

Pedro Borges 1 collaboration

Virginia Fernandez 1 collaboration

Melissa Zavaglia 1 collaboration

Caroline Malherbe 1 collaboration

Sebastian Schlaadt 1 collaboration

Claus C Hilgetag 1 collaboration

Yee-Haur Mah 1 collaboration

Andrew D MacKinnon 1 collaboration

Umesh Vivekananda 1 collaboration

Daniel Bush 1 collaboration

James A Bisby 1 collaboration

Neil Burgess 1 collaboration

Matthew C Walker 1 collaboration

Anna K Bonkhoff 1 collaboration

Michael S Elmalem 1 collaboration

Hanna Moody 1 collaboration

Patrick Haggard 1 collaboration

Henry Watkins 1 collaboration

Isabel Straw 1 collaboration