2 | Dae-Jin Leehttps://idaejin.github.io/publication-type/2/2Wowchemy (https://wowchemy.com)en-usFri, 01 May 2026 00:00:00 +0000https://idaejin.github.io/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png2https://idaejin.github.io/publication-type/2/Modeling crowd flow during stadium ingress under alternative access protocols: San Mamés as a case studyhttps://idaejin.github.io/publication/2026-modeling-crowd-flow-during-stadium-ingress-under-alternative-208981276/Fri, 01 May 2026 00:00:00 +0000https://idaejin.github.io/publication/2026-modeling-crowd-flow-during-stadium-ingress-under-alternative-208981276/Evaluating short-term forecast accuracy across COVID-19 waves using penalized spline modelshttps://idaejin.github.io/publication/2025-evaluating-short-term-forecast-accuracy-across-covid-19-wave-189814278/Mon, 01 Dec 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-evaluating-short-term-forecast-accuracy-across-covid-19-wave-189814278/Hierarchical compromise optimization of ambulance locations under stochastic travel timeshttps://idaejin.github.io/publication/2025-hierarchical-compromise-optimization-of-ambulance-locations-190617755/Mon, 01 Dec 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-hierarchical-compromise-optimization-of-ambulance-locations-190617755/Dynamic disagreeing neighbors: A deep dive into complexity estimationhttps://idaejin.github.io/publication/2025-dynamic-disagreeing-neighbors-a-deep-dive-into-complexity-es-197202955/Sat, 01 Nov 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-dynamic-disagreeing-neighbors-a-deep-dive-into-complexity-es-197202955/Understanding support for AI regulation: A Bayesian network perspectivehttps://idaejin.github.io/publication/2025-understanding-support-for-ai-regulation-a-bayesian-network-p-194186761/Mon, 01 Sep 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-understanding-support-for-ai-regulation-a-bayesian-network-p-194186761/Modelling in-hospital length of stay: A comparison of linear and ensemble models for competing risk analysishttps://idaejin.github.io/publication/2025-modelling-in-hospital-length-of-stay-a-comparison-of-linear-190558200/Tue, 26 Aug 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-modelling-in-hospital-length-of-stay-a-comparison-of-linear-190558200/On the modeling of dynamic queue formation and decision-making in pedestrian dynamics simulationshttps://idaejin.github.io/publication/2025-on-the-modeling-of-dynamic-queue-formation-and-decision-maki-185463016/Tue, 01 Jul 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-on-the-modeling-of-dynamic-queue-formation-and-decision-maki-185463016/Flexible modelling of time-varying exposures and recurrent events to analyse training load effects in team sports injurieshttps://idaejin.github.io/publication/2025-flexible-modelling-of-time-varying-exposures-and-recurrent-e-172610247/Thu, 13 Mar 2025 00:00:00 +0000https://idaejin.github.io/publication/2025-flexible-modelling-of-time-varying-exposures-and-recurrent-e-172610247/Genetic algorithms applied to translational strategy in metabolic-dysfunction associated steatohepatitis (MASH). Learning from mouse modelshttps://idaejin.github.io/publication/2024-genetic-algorithms-applied-to-translational-strategy-in-meta-164683317/Tue, 01 Oct 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-genetic-algorithms-applied-to-translational-strategy-in-meta-164683317/A Bimodal Extension of the Beta-Binomial Distribution with Applicationshttps://idaejin.github.io/publication/2024-a-bimodal-extension-of-the-beta-binomial-distribution-with-a-168341399/Wed, 25 Sep 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-a-bimodal-extension-of-the-beta-binomial-distribution-with-a-168341399/Obtaining patient phenotypes in SARS-CoV-2 pneumonia, and their association with clinical severity and mortalityhttps://idaejin.github.io/publication/2024-obtaining-patient-phenotypes-in-sars-cov-2-pneumonia-and-the-169171764/Tue, 25 Jun 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-obtaining-patient-phenotypes-in-sars-cov-2-pneumonia-and-the-169171764/Patient-reported outcomes and survival analysis of chronic obstructive pulmonary disease patients: a two-stage joint modelling approachhttps://idaejin.github.io/publication/2024-patient-reported-outcomes-and-survival-analysis-of-chronic-o-160656920/Wed, 19 Jun 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-patient-reported-outcomes-and-survival-analysis-of-chronic-o-160656920/Cost-Sensitive Ordinal Classification Methods to Predict SARS-CoV-2 Pneumonia Severityhttps://idaejin.github.io/publication/2024-cost-sensitive-ordinal-classification-methods-to-predict-sar-159080471/Wed, 01 May 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-cost-sensitive-ordinal-classification-methods-to-predict-sar-159080471/Reliable prediction of difficult airway for tracheal intubation from patient preoperative photographs by machine learning methodshttps://idaejin.github.io/publication/2024-reliable-prediction-of-difficult-airway-for-tracheal-intubat-155259909/Wed, 01 May 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-reliable-prediction-of-difficult-airway-for-tracheal-intubat-155259909/Analysis of local density during football stadium access: Integrating pedestrian flow simulations and empirical datahttps://idaejin.github.io/publication/2024-analysis-of-local-density-during-football-stadium-access-int-169172150/Fri, 01 Mar 2024 00:00:00 +0000https://idaejin.github.io/publication/2024-analysis-of-local-density-during-football-stadium-access-int-169172150/Classification of longitudinal profiles using semi‐parametric nonlinear mixed models with P‐Splines and the SAEM algorithmhttps://idaejin.github.io/publication/2023-classification-of-longitudinal-profiles-using-semi-parametri-141767861/Thu, 30 Nov 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-classification-of-longitudinal-profiles-using-semi-parametri-141767861/Impact of outdoor air pollution on severity and mortality in COVID-19 pneumoniahttps://idaejin.github.io/publication/2023-impact-of-outdoor-air-pollution-on-severity-and-mortality-in-138440641/Sun, 01 Oct 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-impact-of-outdoor-air-pollution-on-severity-and-mortality-in-138440641/Derivative curve estimation in longitudinal studies using P-splineshttps://idaejin.github.io/publication/2023-derivative-curve-estimation-in-longitudinal-studies-using-p-142617831/Mon, 18 Sep 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-derivative-curve-estimation-in-longitudinal-studies-using-p-142617831/Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomeshttps://idaejin.github.io/publication/2023-multidimensional-beta-binomial-regression-model-a-joint-anal-133903844/Fri, 14 Apr 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-multidimensional-beta-binomial-regression-model-a-joint-anal-133903844/Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniqueshttps://idaejin.github.io/publication/2023-extracting-relevant-predictive-variables-for-covid-19-severi-133058090/Thu, 13 Apr 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-extracting-relevant-predictive-variables-for-covid-19-severi-133058090/Automated location of orofacial landmarks to characterize airway morphology in anaesthesia via deep convolutional neural networkshttps://idaejin.github.io/publication/2023-automated-location-of-orofacial-landmarks-to-characterize-ai-129624881/Sat, 01 Apr 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-automated-location-of-orofacial-landmarks-to-characterize-ai-129624881/Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox modelshttps://idaejin.github.io/publication/2023-prediction-of-sports-injuries-in-football-a-recurrent-time-t-103482686/Wed, 01 Mar 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-prediction-of-sports-injuries-in-football-a-recurrent-time-t-103482686/Limited visual range in the Social Force Model: Effects on macroscopic and microscopic dynamicshttps://idaejin.github.io/publication/2023-limited-visual-range-in-the-social-force-model-effects-on-ma-131296618/Sun, 01 Jan 2023 00:00:00 +0000https://idaejin.github.io/publication/2023-limited-visual-range-in-the-social-force-model-effects-on-ma-131296618/Peak Height Velocity Affects Injury Burden in Circa-PHV Soccer Players.https://idaejin.github.io/publication/2022-peak-height-velocity-affects-injury-burden-in-circa-phv-socc-123934342/Tue, 01 Nov 2022 00:00:00 +0000https://idaejin.github.io/publication/2022-peak-height-velocity-affects-injury-burden-in-circa-phv-socc-123934342/Modeling latent spatio-temporal disease incidence using penalized composite link modelshttps://idaejin.github.io/publication/2022-modeling-latent-spatio-temporal-disease-incidence-using-pena-109655970/Thu, 10 Mar 2022 00:00:00 +0000https://idaejin.github.io/publication/2022-modeling-latent-spatio-temporal-disease-incidence-using-pena-109655970/Multidimensional adaptive P-splines with application to neurons' activity studieshttps://idaejin.github.io/publication/2022-multidimensional-adaptive-p-splines-with-application-to-neur-131296614/Sat, 01 Jan 2022 00:00:00 +0000https://idaejin.github.io/publication/2022-multidimensional-adaptive-p-splines-with-application-to-neur-131296614/Out-of-Sample Prediction in Multidimensional P-Spline Modelshttps://idaejin.github.io/publication/2021-out-of-sample-prediction-in-multidimensional-p-spline-models-97538939/Mon, 26 Jul 2021 00:00:00 +0000https://idaejin.github.io/publication/2021-out-of-sample-prediction-in-multidimensional-p-spline-models-97538939/A general framework for prediction in penalized regressionhttps://idaejin.github.io/publication/2021-a-general-framework-for-prediction-in-penalized-regression-131296615/Fri, 01 Jan 2021 00:00:00 +0000https://idaejin.github.io/publication/2021-a-general-framework-for-prediction-in-penalized-regression-131296615/The burden of injuries according to maturity status and timing: A two-decade study with 110 growth curves in an elite football academyhttps://idaejin.github.io/publication/2021-the-burden-of-injuries-according-to-maturity-status-and-timi-131296621/Fri, 01 Jan 2021 00:00:00 +0000https://idaejin.github.io/publication/2021-the-burden-of-injuries-according-to-maturity-status-and-timi-131296621/Bayesian hierarchical modelling of growth curve derivatives via sequences of quotient differenceshttps://idaejin.github.io/publication/2020-bayesian-hierarchical-modelling-of-growth-curve-derivatives-131296622/Wed, 01 Jan 2020 00:00:00 +0000https://idaejin.github.io/publication/2020-bayesian-hierarchical-modelling-of-growth-curve-derivatives-131296622/High PD-1/PD-L1 checkpoint interaction infers tumor selection and therapeutic sensitivity to anti-PD-1/PD-L1 treatmenthttps://idaejin.github.io/publication/2020-high-pd-1-pd-l1-checkpoint-interaction-infers-tumor-selectio-131296609/Wed, 01 Jan 2020 00:00:00 +0000https://idaejin.github.io/publication/2020-high-pd-1-pd-l1-checkpoint-interaction-infers-tumor-selectio-131296609/Modelling species presence–absence in the ecological niche theory framework using shape-constrained generalized additive modelshttps://idaejin.github.io/publication/2020-modelling-species-presence-absence-in-the-ecological-niche-t-131296617/Wed, 01 Jan 2020 00:00:00 +0000https://idaejin.github.io/publication/2020-modelling-species-presence-absence-in-the-ecological-niche-t-131296617/A beta‐binomial mixed‐effects model approach for analysing longitudinal discrete and bounded outcomeshttps://idaejin.github.io/publication/2019-a-beta-binomial-mixed-effects-model-approach-for-analysing-l-51105946/Wed, 01 May 2019 00:00:00 +0000https://idaejin.github.io/publication/2019-a-beta-binomial-mixed-effects-model-approach-for-analysing-l-51105946/On the estimation of variance parameters in non-standard generalised linear mixed models: application to penalised smoothinghttps://idaejin.github.io/publication/2019-on-the-estimation-of-variance-parameters-in-non-standard-gen-47645338/Tue, 01 Jan 2019 00:00:00 +0000https://idaejin.github.io/publication/2019-on-the-estimation-of-variance-parameters-in-non-standard-gen-47645338/Comparison of beta-binomial regression model approaches to analyze health-related quality of life datahttps://idaejin.github.io/publication/2018-comparison-of-beta-binomial-regression-model-approaches-to-a-47645339/Mon, 01 Jan 2018 00:00:00 +0000https://idaejin.github.io/publication/2018-comparison-of-beta-binomial-regression-model-approaches-to-a-47645339/Effect of trampling and digging from shellfishing on Zostera noltei (Zosteraceae) intertidal seagrass bedshttps://idaejin.github.io/publication/2017-effect-of-trampling-and-digging-from-shellfishing-on-zostera-31645415/Thu, 30 Mar 2017 00:00:00 +0000https://idaejin.github.io/publication/2017-effect-of-trampling-and-digging-from-shellfishing-on-zostera-31645415/Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed-effects model approachhttps://idaejin.github.io/publication/2017-predicting-pregnancy-outcomes-using-longitudinal-information-131296620/Sun, 01 Jan 2017 00:00:00 +0000https://idaejin.github.io/publication/2017-predicting-pregnancy-outcomes-using-longitudinal-information-131296620/Smooth additive mixed models for predicting aboveground biomasshttps://idaejin.github.io/publication/2017-smooth-additive-mixed-models-for-predicting-aboveground-biom-131296619/Sun, 01 Jan 2017 00:00:00 +0000https://idaejin.github.io/publication/2017-smooth-additive-mixed-models-for-predicting-aboveground-biom-131296619/Time resolved amplified FRET identifies protein kinase B activation state as a marker for poor prognosis in clear cell renal cell carcinomahttps://idaejin.github.io/publication/2017-time-resolved-amplified-fret-identifies-protein-kinase-b-act-131296616/Sun, 01 Jan 2017 00:00:00 +0000https://idaejin.github.io/publication/2017-time-resolved-amplified-fret-identifies-protein-kinase-b-act-131296616/Penalized composite link models for aggregated spatial count data: A mixed model approachhttps://idaejin.github.io/publication/2016-penalized-composite-link-models-for-aggregated-spatial-count-27198130/Fri, 01 Jan 2016 00:00:00 +0000https://idaejin.github.io/publication/2016-penalized-composite-link-models-for-aggregated-spatial-count-27198130/Fast smoothing parameter separation in multidimensional generalized P-splines: the SAP algorithmhttps://idaejin.github.io/publication/2015-fast-smoothing-parameter-separation-in-multidimensional-gene-27198124/Thu, 01 Jan 2015 00:00:00 +0000https://idaejin.github.io/publication/2015-fast-smoothing-parameter-separation-in-multidimensional-gene-27198124/Flexible geostatistical modeling and risk assessment analysis of lead concentration levels of residential soil in the Coeur D’Alene River Basinhttps://idaejin.github.io/publication/2015-flexible-geostatistical-modeling-and-risk-assessment-analysi-27198127/Thu, 01 Jan 2015 00:00:00 +0000https://idaejin.github.io/publication/2015-flexible-geostatistical-modeling-and-risk-assessment-analysi-27198127/Spatio-temporal functional data analysis for wireless sensor networks datahttps://idaejin.github.io/publication/2015-spatio-temporal-functional-data-analysis-for-wireless-sensor-27198126/Thu, 01 Jan 2015 00:00:00 +0000https://idaejin.github.io/publication/2015-spatio-temporal-functional-data-analysis-for-wireless-sensor-27198126/Efficient two-dimensional smoothing with P-spline ANOVA mixed models and nested baseshttps://idaejin.github.io/publication/2013-efficient-two-dimensional-smoothing-with-p-spline-anova-mixe-27198125/Tue, 01 Jan 2013 00:00:00 +0000https://idaejin.github.io/publication/2013-efficient-two-dimensional-smoothing-with-p-spline-anova-mixe-27198125/P-spline ANOVA-type interaction models for spatio-temporal smoothinghttps://idaejin.github.io/publication/2011-p-spline-anova-type-interaction-models-for-spatio-temporal-s-27198128/Sat, 01 Jan 2011 00:00:00 +0000https://idaejin.github.io/publication/2011-p-spline-anova-type-interaction-models-for-spatio-temporal-s-27198128/Smooth-CAR mixed models for spatial count datahttps://idaejin.github.io/publication/2009-smooth-car-mixed-models-for-spatial-count-data-27198129/Thu, 01 Jan 2009 00:00:00 +0000https://idaejin.github.io/publication/2009-smooth-car-mixed-models-for-spatial-count-data-27198129/