Literature DB >> 25104898

Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.

David Blei, Lawrence Carin, David Dunson.   

Abstract

Entities:  

Year:  2010        PMID： 25104898      PMCID： PMC4122269          DOI： 10.1109/MSP.2010.938079

Source DB:  PubMed          Journal:  IEEE Signal Process Mag        ISSN： 1053-5888            Impact factor:   12.551


× No keyword cloud information.
  8 in total

1.  Inference of population structure using multilocus genotype data.

Authors:  J K Pritchard; M Stephens; P Donnelly
Journal:  Genetics       Date:  2000-06       Impact factor: 4.562

2.  A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation.

Authors:  Lan Du; Lu Ren; David B Dunson; Lawrence Carin
Journal:  Adv Neural Inf Process Syst       Date:  2009

3.  Finding scientific topics.

Authors:  Thomas L Griffiths; Mark Steyvers
Journal:  Proc Natl Acad Sci U S A       Date:  2004-02-10       Impact factor: 11.205

4.  Hierarchical bayesian modeling of topics in time-stamped documents.

Authors:  Iulian Pruteanu-Malinici; Lu Ren; John Paisley; Eric Wang; Lawrence Carin
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2010-06       Impact factor: 6.226

5.  Unsupervised activity perception in crowded and complicated scenes using hierarchical bayesian models.

Authors:  Xiaogang Wang; Xiaoxu Ma; W E L Grimson
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2009-03       Impact factor: 6.226

6.  DESCRIBING DISABILITY THROUGH INDIVIDUAL-LEVEL MIXTURE MODELS FOR MULTIVARIATE BINARY DATA.

Authors:  Elena A Erosheva; Stephen E Fienberg; Cyrille Joutard
Journal:  Ann Appl Stat       Date:  2007       Impact factor: 2.083

7.  The sampling theory of selectively neutral alleles.

Authors:  W J Ewens
Journal:  Theor Popul Biol       Date:  1972-03       Impact factor: 1.570

8.  Mixed Membership Stochastic Blockmodels.

Authors:  Edoardo M Airoldi; David M Blei; Stephen E Fienberg; Eric P Xing
Journal:  J Mach Learn Res       Date:  2008-09       Impact factor: 3.654
  8 in total
  15 in total

1.  Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and Text.

Authors:  Aaron Zalewski; William Long; Alistair E W Johnson; Roger G Mark; Li-Wei H Lehman
Journal:  IEEE EMBS Int Conf Biomed Health Inform       Date:  2017-04-13

2.  Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge Summaries.

Authors:  Yang Dai; Sharukh Lokhandwala; William Long; Roger Mark; Li-Wei H Lehman
Journal:  IEEE EMBS Int Conf Biomed Health Inform       Date:  2017-04-13

3.  Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort.

Authors:  Li-Wei Lehman; William Long; Mohammed Saeed; Roger Mark
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

4.  Initializing and Growing a Database of Health Information Technology (HIT) Events by Using TF-IDF and Biterm Topic Modeling.

Authors:  Hong Kang; Zhiguo Yu; Yang Gong
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

5.  A bibliometric analysis of 23,492 publications on rectal cancer by machine learning: basic medical research is needed.

Authors:  Kangtao Wang; Chenzhe Feng; Ming Li; Qian Pei; Yuqiang Li; Hong Zhu; Xiangping Song; Haiping Pei; Fengbo Tan
Journal:  Therap Adv Gastroenterol       Date:  2020-07-27       Impact factor: 4.409

6.  Risk stratification of ICU patients using topic models inferred from unstructured progress notes.

Authors:  Li-wei Lehman; Mohammed Saeed; William Long; Joon Lee; Roger Mark
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

7.  Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets.

Authors:  Jonathan H Chen; Mary K Goldstein; Steven M Asch; Lester Mackey; Russ B Altman
Journal:  J Am Med Inform Assoc       Date:  2017-05-01       Impact factor: 4.497

8.  The repertoire of mutational signatures in human cancer.

Authors:  Ludmil B Alexandrov; Jaegil Kim; Gad Getz; Steven G Rozen; Michael R Stratton; Nicholas J Haradhvala; Mi Ni Huang; Alvin Wei Tian Ng; Yang Wu; Arnoud Boot; Kyle R Covington; Dmitry A Gordenin; Erik N Bergstrom; S M Ashiqul Islam; Nuria Lopez-Bigas; Leszek J Klimczak; John R McPherson; Sandro Morganella; Radhakrishnan Sabarinathan; David A Wheeler; Ville Mustonen
Journal:  Nature       Date:  2020-02-05       Impact factor: 49.962

9.  Gender Bias in the News: A Scalable Topic Modelling and Visualization Framework.

Authors:  Prashanth Rao; Maite Taboada
Journal:  Front Artif Intell       Date:  2021-06-16

10.  Unsupervised segmentation of greenhouse plant images based on modified Latent Dirichlet Allocation.

Authors:  Yi Wang; Lihong Xu
Journal:  PeerJ       Date:  2018-06-28       Impact factor: 2.984
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.