Antani S - Search Results

1

Real-time echocardiography image analysis and quantification of cardiac indices.

Zamzmi G, Rajaraman S, Hsu LY, Sachdev V, Antani S. Zamzmi G, et al. Among authors: antani s. Med Image Anal. 2022 Aug;80:102438. doi: 10.1016/j.media.2022.102438. Epub 2022 Jun 9. Med Image Anal. 2022. PMID: 35868819 Free PMC article.

2

A unified set of analysis tools for uterine cervix image segmentation.

Xue Z, Long LR, Antani S, Neve L, Zhu Y, Thoma GR. Xue Z, et al. Among authors: antani s. Comput Med Imaging Graph. 2010 Dec;34(8):593-604. doi: 10.1016/j.compmedimag.2010.04.002. Epub 2010 May 26. Comput Med Imaging Graph. 2010. PMID: 20510585 Free PMC article.

3

A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback.

Rahman MM, Antani SK, Thoma GR. Rahman MM, et al. IEEE Trans Inf Technol Biomed. 2011 Jul;15(4):640-6. doi: 10.1109/TITB.2011.2151258. Epub 2011 Jun 16. IEEE Trans Inf Technol Biomed. 2011. PMID: 21690019

4

Literature-based biomedical image classification and retrieval.

Simpson MS, You D, Rahman MM, Xue Z, Demner-Fushman D, Antani S, Thoma G. Simpson MS, et al. Among authors: antani s. Comput Med Imaging Graph. 2015 Jan;39:3-13. doi: 10.1016/j.compmedimag.2014.06.006. Epub 2014 Jun 20. Comput Med Imaging Graph. 2015. PMID: 25016956

5

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images.

Rajaraman S, Antani SK, Poostchi M, Silamut K, Hossain MA, Maude RJ, Jaeger S, Thoma GR. Rajaraman S, et al. Among authors: antani sk. PeerJ. 2018 Apr 16;6:e4568. doi: 10.7717/peerj.4568. eCollection 2018. PeerJ. 2018. PMID: 29682411 Free PMC article.

6

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images.

Rajaraman S, Silamut K, Hossain MA, Ersoy I, Maude RJ, Jaeger S, Thoma GR, Antani SK. Rajaraman S, et al. Among authors: antani sk. J Med Imaging (Bellingham). 2018 Jul;5(3):034501. doi: 10.1117/1.JMI.5.3.034501. Epub 2018 Jul 18. J Med Imaging (Bellingham). 2018. PMID: 30035153 Free PMC article.

7

A novel stacked generalization of models for improved TB detection in chest radiographs.

Rajaraman S, Candemir S, Xue Z, Alderson PO, Kohli M, Abuya J, Thoma GR, Antani S. Rajaraman S, et al. Among authors: antani s. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:718-721. doi: 10.1109/EMBC.2018.8512337. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30440497

8

Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities.

Kim I, Rajaraman S, Antani S. Kim I, et al. Among authors: antani s. Diagnostics (Basel). 2019 Apr 3;9(2):38. doi: 10.3390/diagnostics9020038. Diagnostics (Basel). 2019. PMID: 30987172 Free PMC article.

9

Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images.

Rajaraman S, Jaeger S, Antani SK. Rajaraman S, et al. Among authors: antani sk. PeerJ. 2019 May 28;7:e6977. doi: 10.7717/peerj.6977. eCollection 2019. PeerJ. 2019. PMID: 31179181 Free PMC article.

10

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs.

Ganesan P, Rajaraman S, Long R, Ghoraani B, Antani S. Ganesan P, et al. Among authors: antani s. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:841-844. doi: 10.1109/EMBC.2019.8857516. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946026

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