Literature DB >> 16715467

Support vector machines versus logistic regression: improving prospective performance in clinical decision-making.

N L M M Pochet1, J A K Suykens.   

Abstract

Mesh：

Year:  2006        PMID： 16715467     DOI： 10.1002/uog.2791

Source DB:  PubMed          Journal:  Ultrasound Obstet Gynecol        ISSN： 0960-7692            Impact factor:   7.299


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  7 in total

1.  Delirium Prediction using Machine Learning Models on Preoperative Electronic Health Records Data.

Authors:  Anis Davoudi; Ashkan Ebadi; Parisa Rashidi; Tazcan Ozrazgat-Baslanti; Azra Bihorac; Alberto C Bursian
Journal:  Proc IEEE Int Symp Bioinformatics Bioeng       Date:  2018-01-11

2.  Pre-operative prediction of advanced prostatic cancer using clinical decision support systems: accuracy comparison between support vector machine and artificial neural network.

Authors:  Sang Youn Kim; Sung Kyoung Moon; Dae Chul Jung; Sung Il Hwang; Chang Kyu Sung; Jeong Yeon Cho; Seung Hyup Kim; Jiwon Lee; Hak Jong Lee
Journal:  Korean J Radiol       Date:  2011-08-24       Impact factor: 3.500

3.  Relationships of retinal structure and humphrey 24-2 visual field thresholds in patients with glaucoma.

Authors:  Hrvoje Bogunović; Young H Kwon; Adnan Rashid; Kyungmoo Lee; Douglas B Critser; Mona K Garvin; Milan Sonka; Michael D Abràmoff
Journal:  Invest Ophthalmol Vis Sci       Date:  2014-12-09       Impact factor: 4.799

4.  Bi-convex Optimization to Learn Classifiers from Multiple Biomedical Annotations.

Authors:  Xin Wang; Jinbo Bi
Journal:  IEEE/ACM Trans Comput Biol Bioinform       Date:  2016-06-07       Impact factor: 3.710

5.  Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications.

Authors:  Paul Thottakkara; Tezcan Ozrazgat-Baslanti; Bradley B Hupf; Parisa Rashidi; Panos Pardalos; Petar Momcilovic; Azra Bihorac
Journal:  PLoS One       Date:  2016-05-27       Impact factor: 3.240

6.  Quantitative EEG (QEEG) Measures Differentiate Parkinson's Disease (PD) Patients from Healthy Controls (HC).

Authors:  Menorca Chaturvedi; Florian Hatz; Ute Gschwandtner; Jan G Bogaarts; Antonia Meyer; Peter Fuhr; Volker Roth
Journal:  Front Aging Neurosci       Date:  2017-01-23       Impact factor: 5.750

7.  A novel approach for prediction of tacrolimus blood concentration in liver transplantation patients in the intensive care unit through support vector regression.

Authors:  Stijn Van Looy; Thierry Verplancke; Dominique Benoit; Eric Hoste; Georges Van Maele; Filip De Turck; Johan Decruyenaere
Journal:  Crit Care       Date:  2007       Impact factor: 9.097
  7 in total

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