Alejo J. Nevado-Holgado

36 papers A 2Journal 29Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Establishing a relationship between iron-based blood measures and structural brain changes using neural networks in UK Biobank. Medical Image Anal. Joshua Sammet, Kholod Alhasani, Ejin Chung, Jedidiah Cheung, Qiang Liu, Raihaan Patel, Sana Suri, Alejo J. Nevado-Holgado, Laura Winchester
2025	J	`jnl`	Detecting the clinical features of difficult-to-treat depression using synthetic data from large language models. Comput. Biol. Medicine Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin
2025	J	`jnl`	Genome-wide association neural networks identify genes linked to family history of Alzheimer's disease. Briefings Bioinform. Upamanyu Ghose, William Sproviero, Laura Winchester, Najaf Amin, Taiyu Zhu, Danielle Newby, Brittany S. Ulm, Angeliki Papathanasiou, Liu Shi, Qiang Liu, Marco Fernandes, Cassandra Adams, Ashwag Albukhari, Majid Almansouri, Hani Choudhry, Cornelia van Duijn, Alejo J. Nevado-Holgado
2024	J	`jnl`	Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care. CoRR Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce
2024	J	`jnl`	Clinical Prompt Learning With Frozen Language Models. IEEE Trans. Neural Networks Learn. Syst. Niall Taylor, Yi Zhang, Dan W. Joyce, Ziming Gao, Andrey Kormilitzin, Alejo J. Nevado-Holgado
2024	J	`jnl`	Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models. CoRR Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin
2024	J	`jnl`	Developing Healthcare Language Model Embedding Spaces. CoRR Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
2024	J	`jnl`	Developing healthcare language model embedding spaces. Artif. Intell. Medicine Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
2024	J	`jnl`	Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks. CoRR Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
2024	J	`jnl`	Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks. Artif. Intell. Medicine Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
2024	J	`jnl`	Model development for bespoke large language models for digital triage assistance in mental health care. Artif. Intell. Medicine Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Andrea Cipriani, Dan W. Joyce
2024	J	`jnl`	Paired plasma lipidomics and proteomics analysis in the conversion from mild cognitive impairment to Alzheimer's disease. Comput. Biol. Medicine 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
2023	J	`jnl`	Identifying DNA Sequence Motifs Using Deep Learning. CoRR Asmita Poddar, Vladimir Uzun, Elizabeth M. Tunbridge, Wilfried Haerty, Alejo J. Nevado-Holgado
2022	J	`jnl`	Clinical Prompt Learning with Frozen Language Models. CoRR Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin
2022	J	`jnl`	Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio. CoRR Alejo J. Nevado-Holgado, Colin A. Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller
2022	J	`jnl`	Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records. Int. J. Medical Informatics Zhenpeng Li, Andrey Kormilitzin, Marco Fernandes, Nemanja Vaci, Qiang Liu, Danielle Newby, Sarah M. Goodday, Tanya Smith, Alejo J. Nevado-Holgado, Laura Winchester
2021	J	`jnl`	Med7: A transferable clinical natural language processing model for electronic health records. Artif. Intell. Medicine Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo J. Nevado-Holgado
2021	J	`jnl`	Rationale production to support clinical decision-making. CoRR Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin
2020	—	`conf`	An efficient representation of chronological events in medical texts. LOUHI@EMNLP Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo J. Nevado-Holgado
2020	J	`jnl`	An efficient representation of chronological events in medical texts. CoRR Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo J. Nevado-Holgado
2020	—	`conf`	Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder. ClinicalNLP@EMNLP John Pougue Biyong, Bo Wang, Terry J. Lyons, Alejo J. Nevado-Holgado
2020	J	`jnl`	Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder. CoRR John Pougue Biyong, Bo Wang, Terry J. Lyons, Alejo J. Nevado-Holgado
2020	A	`conf`	Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. INTERSPEECH Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders
2020	J	`jnl`	Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews. CoRR Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders
2020	J	`jnl`	Maximizing the use of social and behavioural information from secondary care mental health electronic health records. J. Biomed. Informatics Sarah M. Goodday, Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Andrea Cipriani, Tanya Smith, Alejo J. Nevado-Holgado
2020	J	`jnl`	Med7: a transferable clinical natural language processing model for electronic health records. CoRR Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo J. Nevado-Holgado
2020	J	`jnl`	Named entity recognition in electronic health records using transfer learning bootstrapped Neural Networks. Neural Networks Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo J. Nevado-Holgado
2020	J	`jnl`	Population Gradients improve performance across data-sets and architectures in object classification. CoRR Yurika Sakai, Andrey Kormilitzin, Qiang Liu, Alejo J. Nevado-Holgado
2019	A	`conf`	A Path Signature Approach for Speech Emotion Recognition. INTERSPEECH Bo Wang, Maria Liakata, Hao Ni, Terry J. Lyons, Alejo J. Nevado-Holgado, Kate Saunders
2019	J	`jnl`	Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture. CoRR Andrey Kormilitzin, Xinyu Yang, William H. Stone, Caroline Woffindale, Francesca Nicholls, Elena Ribe, Alejo J. Nevado-Holgado, Noel J. Buckley
2019	J	`jnl`	Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks. CoRR Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo J. Nevado-Holgado
2019	—	`conf`	The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit. CinC James Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons
2018	J	`jnl`	Few-shot Learning for Named Entity Recognition in Medical Text. CoRR Maximilian Hofer, Andrey Kormilitzin, Paul W. Goldberg, Alejo J. Nevado-Holgado
2012	J	`jnl`	Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution. NeuroImage Alejo J. Nevado-Holgado, Frank Marten, Mark P. Richardson, John R. Terry
2011	—	`conf`	Bifurcation analysis points towards the source of beta neuronal oscillations in Parkinson's disease. CDC/ECC Alejo J. Nevado-Holgado, John R. Terry, Rafal Bogacz
2010	—	`—`	Construction and study of mathematical models firmly based on neurophysiological data to investigate Parkinson's disease and epilepsy. Alejo J. Nevado-Holgado