Alejo J. Nevado-Holgado

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Venues

CoRR

INTERSPEECH

Artif. Intell. Medicine

LOUHI@EMNLP

University of Bristol, UK (PHD)

Education History

University of Bristol, UK

PHD

Publications

Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks. CoRR (2024)
Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care. CoRR (2024)
Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
Developing Healthcare Language Model Embedding Spaces. CoRR (2024)
Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin
Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models. CoRR (2024)
Alicia Gómez-Pascual, Talel Naccache, Jin Xu, Kourosh Hooshmand, Asger Wretlind, Martina Gabrielli, Marta Tiffany Lombardo, Liu Shi, Noel J. Buckley, Betty M. Tijms, Stephanie J. B. Vos, Mara ten Kate, Sebastiaan Engelborghs, Kristel Sleegers, Giovanni B. Frisoni, Anders Wallin, Alberto Lleó, Julius Popp, Pablo Martinez-Lage, Johannes Streffer, Frederik Barkhof, Henrik Zetterberg, Pieter Jelle Visser, Simon Lovestone, Lars Bertram, Alejo J. Nevado-Holgado, Alice Gualerzi, Silvia Picciolini, Petroula Proitsi, Claudia Verderio, Juan A. Botía, Cristina Legido-Quigley
Paired plasma lipidomics and proteomics analysis in the conversion from mild cognitive impairment to Alzheimer's disease. Comput. Biol. Medicine 176 (2024)
Asmita Poddar, Vladimir Uzun, Elizabeth M. Tunbridge, Wilfried Haerty, Alejo J. Nevado-Holgado
Identifying DNA Sequence Motifs Using Deep Learning. CoRR (2023)
Alejo J. Nevado-Holgado, Colin Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio. CoRR (2022)
Zhenpeng Li, Andrey Kormilitzin, Marco Fernandes, Nemanja Vaci, Qiang Liu, Danielle Newby, Sarah M. Goodday, Tanya Smith, Alejo J. Nevado-Holgado, Laura Winchester
Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records. Int. J. Medical Informatics 160 (2022)
Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin
Clinical Prompt Learning with Frozen Language Models. CoRR (2022)
Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin
Rationale production to support clinical decision-making. CoRR (2021)
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo J. Nevado-Holgado
Med7: A transferable clinical natural language processing model for electronic health records. Artif. Intell. Medicine 118 (2021)
Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo J. Nevado-Holgado
Named entity recognition in electronic health records using transfer learning bootstrapped Neural Networks. Neural Networks 121 (2020)
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo J. Nevado-Holgado
Med7: a transferable clinical natural language processing model for electronic health records. CoRR (2020)
John Pougue Biyong, Bo Wang, Terry J. Lyons, Alejo J. Nevado-Holgado
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder. CoRR (2020)
John Pougue Biyong, Bo Wang, Terry J. Lyons, Alejo J. Nevado-Holgado
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder. ClinicalNLP@EMNLP (2020)
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo J. Nevado-Holgado
An efficient representation of chronological events in medical texts. CoRR (2020)
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo J. Nevado-Holgado
An efficient representation of chronological events in medical texts. LOUHI@EMNLP (2020)
Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. CoRR (2020)
Yurika Sakai, Andrey Kormilitzin, Qiang Liu, Alejo J. Nevado-Holgado
Population Gradients improve performance across data-sets and architectures in object classification. CoRR (2020)
Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. INTERSPEECH (2020)
Sarah M. Goodday, Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Andrea Cipriani, Tanya Smith, Alejo J. Nevado-Holgado
Maximizing the use of social and behavioural information from secondary care mental health electronic health records. J. Biomed. Informatics 107 (2020)
James Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons
The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit. CinC (2019)
Andrey Kormilitzin, Xinyu Yang, William H. Stone, Caroline Woffindale, Francesca Nicholls, Elena Ribe, Alejo J. Nevado-Holgado, Noel Buckley
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture. CoRR (2019)
Bo Wang, Maria Liakata, Hao Ni, Terry J. Lyons, Alejo J. Nevado-Holgado, Kate Saunders
A Path Signature Approach for Speech Emotion Recognition. INTERSPEECH (2019)
Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo J. Nevado-Holgado
Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks. CoRR (2019)
Maximilian Hofer, Andrey Kormilitzin, Paul Goldberg, Alejo J. Nevado-Holgado
Few-shot Learning for Named Entity Recognition in Medical Text. CoRR (2018)
Alejo J. Nevado-Holgado, Frank Marten, Mark P. Richardson, John R. Terry
Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution. NeuroImage 59 (3) (2012)
Alejo J. Nevado-Holgado, John R. Terry, Rafal Bogacz
Bifurcation analysis points towards the source of beta neuronal oscillations in Parkinson's disease. CDC/ECC (2011)

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Publication Activity (10 Years)

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Alejo J. Nevado-Holgado