Search Results - "Models"

BindPred: a framework for predicting protein-protein binding affinity from language model embeddings.

Authors: Piao H Boorla VS Santra S et al.

Source: Bioinformatics (Oxford, England) [Bioinformatics] 2026 Jun 01; Vol. 42 (6).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

Machine learning-based unified models for predicting drug clearance from pharmacokinetic animal and study design variables.

Authors: Ampadi Ramachandran R Tell LA Mercer MA et al.

Source: PloS one [PLoS One] 2026 May 06; Vol. 21 (5), pp. e0346432. Date of Electronic Publication: 2026 May 06 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Making LLM Predictions Interpretable: Fine-Tuning GPT-4o for Early Discontinuation of Cancer Medication.

Authors: Ni C Song Q Warner JL et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 750-754.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Classifying Clinical Evidence Levels of Cancer Variants in Biomedical Literature Using Machine Learning and Large Language Models.

Authors: Credidio G Größler M Roth B et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 854-858.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Reconstructing IDF curves from daily rainfall records in data-scarce regions: A statistical method based on temporal disaggregation and gumbel modeling.

Authors: Molino J Martí-Fis H Rodriguez-López Y

Source: PloS one [PLoS One] 2026 Jul 09; Vol. 21 (7), pp. e0351841. Date of Electronic Publication: 2026 Jul 09 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

A multi-objective portfolio optimization model incorporating sentiment analysis of quarterly reports and LSTM-based price prediction.

Authors: Taheripour E Sadjadi SJ Amiri B

Source: PloS one [PLoS One] 2026 Jul 09; Vol. 21 (7), pp. e0335036. Date of Electronic Publication: 2026 Jul 09 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

An effective method for modeling highly correlated interaction models with applications in Alzheimer's disease analysis.

Authors: Yu S Gai Y Yang Y

Source: Statistical methods in medical research [Stat Methods Med Res] 2026 Jul; Vol. 35 (7), pp. 1480-1492. Date of Electronic Publication: 2026 Jun 05.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

A new information integration framework for complex models with applications to real-world data.

Authors: Liang J Falve J Chen S et al.

Source: Statistical methods in medical research [Stat Methods Med Res] 2026 Jul; Vol. 35 (7), pp. 1366-1381. Date of Electronic Publication: 2026 May 23.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

A two stage statistical framework for cold start spare part demand forecasting.

Authors: B SN B VSR Sastry C C et al.

Source: PloS one [PLoS One] 2026 Jun 16; Vol. 21 (6), pp. e0350729. Date of Electronic Publication: 2026 Jun 16 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

A multilevel hierarchical framework for quantification of experimental heterogeneity in population snapshot data.

Authors: Warne DJ Zhu X Steele TP et al.

Source: PLoS computational biology [PLoS Comput Biol] 2026 Jun 15; Vol. 22 (6), pp. e1014379. Date of Electronic Publication: 2026 Jun 15 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

Evolution of phenocopying in a dynamical model of developmental trajectories.

Authors: Matsushita Y Raju A

Source: PLoS computational biology [PLoS Comput Biol] 2026 Jun 09; Vol. 22 (6), pp. e1014385. Date of Electronic Publication: 2026 Jun 09 (Print Publication: 2026).

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity.

Authors: Huber HA Finley SD

Source: PLoS computational biology [PLoS Comput Biol] 2026 Jun 05; Vol. 22 (6), pp. e1014321. Date of Electronic Publication: 2026 Jun 05 (Print Publication: 2026).

Publication Type: Journal Article; Research Support, N.I.H., Extramural

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

Machine learning prediction of sepsis in paralytic ileus using interpretable clinical models.

Authors: Song Q Wu X Taheri FA et al.

Source: Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 Jun 02; Vol. 16, pp. 1705126. Date of Electronic Publication: 2026 Jun 02 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101585359 Publication Model: eCollection Cited Medium: Internet ISSN: 2235-2988 (Electronic) Linking ISSN: 22352988 NLM ISO Abbreviation: Front Cell Infect Microbiol Subsets: MEDLINE

An Annotation-Free Pipeline for 3D Auricular Bowl Atlas Construction and Statistical Shape Modelling from Surface Scans.

Authors: Zhang T Lee TKW Huang J et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 01; Vol. 26 (11). Date of Electronic Publication: 2026 Jun 01.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Quantile inference for multivariate response regression in joint modeling of longitudinal and survival data.

Authors: Niu X Zhao X

Source: Statistical methods in medical research [Stat Methods Med Res] 2026 Jun; Vol. 35 (6), pp. 1145-1165. Date of Electronic Publication: 2026 May 16.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

Can Locomotor Performance Predict the Final Result of a Football Match? A Machine Learning Approach.

Authors: Castellano J Pinedo-Jauregi A Lopez Del Campo R et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 22; Vol. 26 (11). Date of Electronic Publication: 2026 May 22.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Evaluation over Generalist Large Language Models and Specialised Models for Clinical Risk Prediction.

Authors: Lai Z Zhang G Post W et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1035-1036.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Prediction of pulmonary tuberculosis case trends among older adults in Chongqing based on time series models.

Authors: Gao B Huang S Luo J et al.

Source: Frontiers in public health [Front Public Health] 2026 May 18; Vol. 14, pp. 1839570. Date of Electronic Publication: 2026 May 18 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Efficient sequential Bayesian inference for state-space epidemic models using ensemble data assimilation.

Authors: Temfack D Wyse J

Source: PLoS computational biology [PLoS Comput Biol] 2026 May 18; Vol. 22 (5), pp. e1014301. Date of Electronic Publication: 2026 May 18 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

A context-free model of savings in motor learning.

Authors: Shahbazi M Codol O Michaels JA et al.

Source: ELife [Elife] 2026 May 13; Vol. 14. Date of Electronic Publication: 2026 May 13.

Publication Type: Journal Article

Journal Info: Publisher: eLife Sciences Publications, Ltd Country of Publication: England NLM ID: 101579614 Publication Model: Electronic Cited Medium: Internet ISSN: 2050-084X (Electronic) Linking ISSN: 2050084X NLM ISO Abbreviation: Elife Subsets: MEDLINE