SS
Sohan Seth
stat.MLcs.LGAlgorithmsstat.APCOVID-19cs.IRFrailtyComputer SimulationFrail ElderlyMultimorbidity
On Valency
published · living versionsW_rck35dmm·v1 · currentpublished
Kernel methods on spike train space for neuroscience: a tutorial
with Il Memming Park, Antonio R. C. Paiva, Lin Li, Jose C. Principe
1 version
Preprints & journals
57 papers in the corpus · 2009–2026What is meant when we say we are clustering multimorbidity?42320509 · Seth, Sohan, Lone, Nazir, Peek, Niels et al.2026 · 0 citationsThe lancet. Healthy longevity. 2026;7(6):100856
Prevalence and representation of comorbidities and multimorbidity in randomised controlled trials in sepsis or septic shock: a systematic review.42092974 · Radulescu, Sinziana Maria, Prizeman-Green, Stella, Seth, Sohan et al.2026 · 0 citationsCritical care (London, England). 2026;30(1)
Accelerated deficit accumulation in frailty and associations with adverse outcomes: a longitudinal population data analysis.42150586 · Johnson, Lara, Guthrie, Bruce, Anand, Atul et al.2026 · 0 citationsThe lancet. Healthy longevity. 2026;7(5):100848
AI-Based Pipeline for the Segmentation of White Matter Hypoattenuations in CT Scans: A Design-Choice Validation10.64898/2026.03.10.26348006v1 · Alamoudi, N., Valdes Hernandez, M. d. C., Seth, S. et al.2026 · 0 citationsmedRxiv
Bayesian Supervised Causal Clustering2603.05288v1 · Luwei Wang, Nazir Lone, Sohan Seth2026 · 0 citationsarXiv
Importance of Metastatic Lesion Location and Subject-Specificity in the Determination of Femoral Fracture Risk.41838384 · Rizvi, Abbas, Scott, Chloe E H, Seth, Sohan et al.2026 · 0 citationsInternational journal for numerical methods in biomedical engineering. 2026;42(3):e70157
TraCeR: Transformer-Based Competing Risk Analysis with Longitudinal Covariates2512.18129v2 · Maxmillan Ries, Sohan Seth2025 · 0 citationsarXiv
Evaluating pretrained speech embedding systems for dysarthria detection across heterogenous datasets2509.19946v2 · Lovisa Wihlborg, Jemima Goodall, David Wheatley et al.2025 · 1 citationarXiv
Measuring frailty: a comparison of the cumulative deficit model of frailty in survey and routine data.40579683 · Johnson, Lara, Guthrie, Bruce, Anand, Atul et al.2026 · 8 citationsEuropean geriatric medicine. 2025;16(5):1871-1880
Age-stratified clustering of multiple long-term conditions2505.10952v1 · Anirban Chakraborty, Bruce Guthrie, Sohan Seth2025 · 0 citationsarXiv
What do we mean when we say we are clustering multimorbidity?2505.02111v1 · Sohan Seth, Nazir Lone, Niels Peek et al.2025 · 0 citationsarXiv
Sociodemographic and early-life predictors of being overweight or obese in a middle-aged UK population- A retrospective cohort study of the 1958 National Child Development Survey participants.40138282 · Nightingale, Glenna, Mohan, Karthik, Frank, John et al.2025 · 0 citationsPloS one. 2025;20(3):e0320450
Interpretable deep learning survival predictions in sporadic Creutzfeldt-Jakob disease.39680177 · Tam, Johnny, Centola, John, Kurucu, Hatice et al.2024 · 4 citationsJournal of neurology. 2024;272(1):62
Probabilistic Modelling of Multiple Long-Term Condition Onset Times2412.07657v1 · Kieran Richards, Kelly Fleetwood, Regina Prigge et al.2024 · 0 citationsarXiv
Frailty or frailties: exploring frailty index subdimensions in the English Longitudinal Study of Ageing.39043577 · Johnson, Lara, Guthrie, Bruce, Kelly, Paul A T et al.2024 · 7 citationsJournal of epidemiology and community health. 2024;78(10):609-615
Predicting short- to medium-term care home admission risk in older adults: a systematic review of externally validated models.38727580 · Ho, Leonard, Pugh, Carys, Seth, Sohan et al.2024 · 2 citationsAge and ageing. 2024;53(5)
Can Large Language Models put 2 and 2 together? Probing for Entailed Arithmetical Relationships2404.19432v1 · D. Panas, S. Seth, V. Belle2024 · 3 citationsarXiv
Frailty before and during austerity: A time series analysis of the English Longitudinal Study of Ageing 2002-2018.38324538 · Pugh, Carys, Eke, Chima, Seth, Sohan et al.2024 · 4 citationsPloS one. 2024;19(2):e0296014
Performance of models for predicting 1-year to 3-year mortality in older adults: a systematic review of externally validated models.38330982 · Ho, Leonard, Pugh, Carys, Seth, Sohan et al.2024 · 20 citationsThe lancet. Healthy longevity. 2024;5(3):e227-e235
Fibre-optic based exploration of lung cancer autofluorescence using spectral fluorescence lifetime.38404342 · Adams, Alexandra C, Kufcsák, András, Lochenie, Charles et al.2024 · 11 citationsBiomedical optics express. 2024;15(2):1132-1147
Impact of data source choice on multimorbidity measurement: a comparison study of 2.3 million individuals in the Welsh National Health Service.37582755 · MacRae, Clare, Morales, Daniel, Mercer, Stewart W et al.2023 · 38 citationsBMC medicine. 2023;21(1):309
Computational Fluorescence Suppression in Shifted Excitation Raman Spectroscopy.37022914 · Jenkins, Nia C, Ehrlich, Katjana, Kufcsak, Andras et al.2023 · 11 citationsIEEE transactions on bio-medical engineering. 2023;70(8):2374-2383
Simultaneous Spectral Temporal Modelling for a Time-Resolved Fluorescence Emission Spectrum.37028307 · Adams, Alexandra C, Kufcsak, Andras, Ehrlich, Katjana et al.2023 · 5 citationsIEEE transactions on bio-medical engineering. 2023;70(8):2395-2403
Patient emergency health-care use before hospital admission for COVID-19 and long-term outcomes in Scotland: a national cohort study.37391265 · Docherty, Annemarie B, Farrell, James, Thorpe, Mathew et al.2023 · 4 citationsThe Lancet. Digital health. 2023;5(7):e446-e457
Studying the Long-term Impact of COVID-19 in Kids (SLICK). Healthcare use and costs in children and young people following community-acquired SARS-CoV-2 infection: protocol for an observational study using linked primary and secondary routinely collected healthcare data from England, Scotland and Wales.36356998 · Swann, Olivia V, Lone, Nazir I, Harrison, Ewen M et al.2022 · 2 citationsBMJ open. 2022;12(11):e063271
Tri-mode optical biopsy probe with fluorescence endomicroscopy, Raman spectroscopy, and time-resolved fluorescence spectroscopy.36062395 · Wood, Harry Alexander Charles, Ehrlich, Katjana, Yerolatsitis, Stephanos et al.2023 · 7 citationsJournal of biophotonics. 2023;16(2):e202200141
Coronavirus disease 2019 subphenotypes and differential treatment response to convalescent plasma in critically ill adults: secondary analyses of a randomized clinical trial.36102943 · Fish, M, Rynne, J, Jennings, A et al.2022 · 29 citationsIntensive care medicine. 2022;48(11):1525-1538
Using open-source data to construct 20 metre resolution maps of children's travel time to the nearest health facility.35581259 · Watmough, Gary R, Hagdorn, Magnus, Brumhead, Jodie et al.2022 · 22 citationsScientific data. 2022;9(1):217
Distinct clinical symptom patterns in patients hospitalised with COVID-19 in an analysis of 59,011 patients in the ISARIC-4C study.35478198 · Millar, Jonathan E, Neyton, Lucile, Seth, Sohan et al.2022 · 30 citationsScientific reports. 2022;12(1):6843
Grouped representation of interatomic distances as a similarity measure for crystal structures10.26434/chemrxiv-2022-9m4jh · Ruizhi Zhang, Sohan Seth, James Cumby2022 · 9 citationsChemRxiv
Census-independent population estimation using representation learning.35338197 · Neal, Isaac, Seth, Sohan, Watmough, Gary et al.2022 · 27 citationsScientific reports. 2022;12(1):5185
Prediction of the performance of pre-packed purification columns through machine learning.35262290 · Jiang, Qihao, Seth, Sohan, Scharl, Theresa et al.2022 · 15 citationsJournal of separation science. 2022;45(8):1445-1457
Clinical characteristics of children and young people admitted to hospital with covid-19 in United Kingdom: prospective multicentre observational cohort study.32960186 · Swann, Olivia V, Holden, Karl A, Turtle, Lance et al.2020 · 644 citationsBMJ (Clinical research ed.). 2020;370:m3249
scID Uses Discriminant Analysis to Identify Transcriptionally Equivalent Cell Types across Single-Cell RNA-Seq Data with Batch Effect.32151972 · Boufea, Katerina, Seth, Sohan, Batada, Nizar N2021 · 79 citationsiScience. 2020;23(3):100914
Model Criticism in Latent Space1711.04674v2 · Sohan Seth, Iain Murray, Christopher K. I. Williams2017 · 2 citationsarXiv
Endoscopic sensing of alveolar pH.28101415 · Choudhury, D, Tanner, M G, McAughtrie, S et al.2025 · 37 citationsBiomedical optics express. 2017;8(1):243-259
Assessing the utility of autofluorescence-based pulmonary optical endomicroscopy to predict the malignant potential of solitary pulmonary nodules in humans.27550539 · Seth, Sohan, Akram, Ahsan R, McCool, Paul et al.2018 · 21 citationsScientific reports. 2016;6:31372
Archetypal Analysis for Nominal Observations.27046837 · Seth, Sohan, Eugster, Manuel J A2016 · 19 citationsIEEE transactions on pattern analysis and machine intelligence. 2016;38(5):849-61
Modelling-based experiment retrieval: a case study with gene expression clustering.26740526 · Blomstedt, Paul, Dutta, Ritabrata, Seth, Sohan et al.2017 · 15 citationsBioinformatics (Oxford, England). 2016;32(9):1388-94
Exploration and retrieval of whole-metagenome sequencing samples.24845653 · Seth, Sohan, Välimäki, Niko, Kaski, Samuel et al.2015 · 32 citationsBioinformatics (Oxford, England). 2014;30(17):2471-9
Retrieval of Experiments by Efficient Estimation of Marginal Likelihood1402.4653v1 · Sohan Seth, John Shawe-Taylor, Samuel Kaski2014 · 0 citationsarXiv
Learning dependence from samples.24449692 · Seth, Sohan, Príncipe, José C2014 · 3 citationsInternational journal of bioinformatics research and applications. 2014;10(1):43-58
Probabilistic Archetypal Analysis1312.7604v2 · Sohan Seth, Manuel J. A. Eugster2013 · 5 citationsarXiv
Bayesian Extensions of Kernel Least Mean Squares1310.5347v1 · Il Memming Park, Sohan Seth, Steven Van Vaerenbergh2013 · 0 citationsarXiv
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space1310.2125v2 · Ritabrata Dutta, Sohan Seth, Samuel Kaski2013 · 2 citationsarXiv
Kernel methods on spike train space for neuroscience: a tutorial1302.5964v1 · Il Memming Park, Sohan Seth, Antonio R. C. Paiva et al.2013 · 59 citationsIEEE Signal Processing Magazine 30(4), 2013on Valency
Adaptive inverse control of neural spatiotemporal spike patterns with a reproducing kernel Hilbert space (RKHS) framework.22868633 · Li, Lin, Park, Il Memming, Brockmeier, Austin et al.2014 · 28 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2013;21(4):532-43
Quantifying cognitive state from EEG using dependence measures.22851234 · Fadlallah, Bilal, Seth, Sohan, Keil, Andreas et al.2013 · 23 citationsIEEE transactions on bio-medical engineering. 2012;59(10):2773-81
Strictly positive-definite spike train kernels for point-process divergences.22509968 · Park, Il Memming, Seth, Sohan, Rao, Murali et al.2012 · 24 citationsNeural computation. 2012;24(8):2223-50
Conditional association.22428596 · Seth, Sohan, Príncipe, José C2012 · 9 citationsNeural computation. 2012;24(7):1882-905
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