Works by Antani, Sameer

Results: 76

A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs.

Published in:

Bioengineering (Basel), 2022, v. 9, n. 9, p. 413, doi. 10.3390/bioengineering9090413

By:

Rajaraman, Sivaramakrishnan;
Yang, Feng;
Zamzmi, Ghada;
Xue, Zhiyun;
Antani, Sameer K.

Publication type:

Article

People Locator: A System for Family Reunification.

Published in:

IT Professional, 2012, v. 14, n. 3, p. 13, doi. 10.1109/MITP.2012.25

By:

Thoma, George;
Antani, Sameer;
Gill, Michael;
Pearson, Glenn;
Neve, Leif

Publication type:

Article

Unified deep neural network for segmentation and labeling of multipanel biomedical figures.

Published in:

Journal of the Association for Information Science & Technology, 2020, v. 71, n. 11, p. 1327, doi. 10.1002/asi.24334

By:

Zou, Jie;
Thoma, George;
Antani, Sameer

Publication type:

Article

Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review.

Published in:

Journal of Medical Systems, 2022, v. 46, n. 11, p. 1, doi. 10.1007/s10916-022-01870-8

By:

Santosh, KC;
Allu, Siva;
Rajaraman, Sivaramakrishnan;
Antani, Sameer

Publication type:

Article

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.

Published in:

Journal of Medical Systems, 2018, v. 42, n. 8, p. 1, doi. 10.1007/s10916-018-0991-9

By:

Vajda, Szilárd;
Karargyris, Alexandros;
Jaeger, Stefan;
Santosh, K.C.;
Candemir, Sema;
Xue, Zhiyun;
Antani, Sameer;
Thoma, George

Publication type:

Article

Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images.

Published in:

PLoS Digital Health, 2024, v. 3, n. 1, p. 1, doi. 10.1371/journal.pdig.0000286

By:

Rajaraman, Sivaramakrishnan;
Zamzmi, Ghada;
Yang, Feng;
Liang, Zhaohui;
Xue, Zhiyun;
Antani, Sameer

Publication type:

Article

Artificial intelligence–based image analysis in clinical testing: lessons from cervical cancer screening.

Published in:

JNCI: Journal of the National Cancer Institute, 2024, v. 116, n. 1, p. 26, doi. 10.1093/jnci/djad202

By:

Egemen, Didem;
Perkins, Rebecca B;
Cheung, Li C;
Befano, Brian;
Rodriguez, Ana Cecilia;
Desai, Kanan;
Lemay, Andreanne;
Ahmed, Syed Rakin;
Antani, Sameer;
Jeronimo, Jose;
Wentzensen, Nicolas;
Kalpathy-Cramer, Jayashree;
Sanjose, Silvia De;
Schiffman, Mark

Publication type:

Article

Response to Pretorius and Belinson.

Published in:

2020

By:

Schiffman, Mark;
Hu, Liming;
Antani, Sameer;
Wentzensen, Nicolas

Publication type:

Letter

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening.

Published in:

2019

By:

Hu, Liming;
Bell, David;
Antani, Sameer;
Xue, Zhiyun;
Yu, Kai;
Horning, Matthew P;
Gachuhi, Noni;
Wilson, Benjamin;
Jaiswal, Mayoore S;
Befano, Brian;
Long, L Rodney;
Herrero, Rolando;
Einstein, Mark H;
Burk, Robert D;
Demarco, Maria;
Gage, Julia C;
Rodriguez, Ana Cecilia;
Wentzensen, Nicolas;
Schiffman, Mark

Publication type:

journal article

Preparing a collection of radiology examinations for distribution and retrieval.

Published in:

2016

By:

Demner-Fushman, Dina;
Kohli, Marc D.;
Rosenman, Marc B.;
Shooshan, Sonya E.;
Rodriguez, Laritza;
Antani, Sameer;
Thoma, George R.;
McDonald, Clement J.

Publication type:

journal article

Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification.

Published in:

Frontiers in Artificial Intelligence, 2024, p. 1

By:

Rajaraman, Sivaramakrishnan;
Zhaohui Liang;
Zhiyun Xue;
Antani, Sameer

Publication type:

Article

Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers.

Published in:

Frontiers in Genetics, 2022, v. 13, p. 1, doi. 10.3389/fgene.2022.864724

By:

Rajaraman, Sivaramakrishnan;
Zamzmi, Ghada;
Folio, Les R.;
Antani, Sameer

Publication type:

Article

The Need for Artificial Intelligence Curriculum in Military Medical Education.

Published in:

Military Medicine, 2024, v. 189, n. 5/6, p. 954, doi. 10.1093/milmed/usad412

By:

Spirnak, Jonathan R;
Antani, Sameer

Publication type:

Article

Recent trends in image processing and pattern recognition.

Published in:

2020

By:

Santosh, K. C.;
Antani, Sameer K.

Publication type:

Editorial

Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping.

Published in:

Information Retrieval Journal, 2014, v. 17, n. 3, p. 229, doi. 10.1007/s10791-013-9235-2

By:

Simpson, Matthew;
Demner-Fushman, Dina;
Antani, Sameer;
Thoma, George

Publication type:

Article

Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases.

Published in:

Data (2306-5729), 2022, v. 7, n. 7, p. 1, doi. 10.3390/data7070095

By:

Feng Yang;
Pu Xuan Lu;
Min Deng;
Wáng, Xiáng J.;
Rajaraman, Sivaramakrishnan;
Zhiyun Xue;
Folio, Les R.;
Antani, Sameer K.;
Jaeger, Stefan

Publication type:

Article

Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles.

Published in:

PeerJ, 2020, p. 1, doi. 10.7717/peerj.8693

By:

Rajaraman, Sivaramakrishnan;
Kim, Incheol;
Antani, Sameer K.

Publication type:

Article

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

Published in:

PeerJ, 2019, p. 1, doi. 10.7717/peerj.6977

By:

Rajaraman, Sivaramakrishnan;
Jaeger, Stefan;
Antani, Sameer K.

Publication type:

Article

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

Published in:

PeerJ, 2018, p. 1, doi. 10.7717/peerj.4568

By:

Rajaraman, Sivaramakrishnan;
Antani, Sameer K.;
Poostchi, Mahdieh;
Silamut, Kamolrat;
Hossain, Md. A.;
Maude, Richard J.;
Jaeger, Stefan;
Thoma, George R.

Publication type:

Article

Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images.

Published in:

Cancers, 2022, v. 14, n. 10, p. 2401, doi. 10.3390/cancers14102401

By:

Guo, Peng;
Xue, Zhiyun;
Angara, Sandeep;
Antani, Sameer K.

Publication type:

Article

Validation in Zambia of a cervical screening strategy including HPV genotyping and artificial intelligence (AI)-based automated visual evaluation.

Published in:

Infectious Agents & Cancer, 2023, v. 18, n. 1, p. 1, doi. 10.1186/s13027-023-00536-5

By:

Parham, Groesbeck P.;
Egemen, Didem;
Befano, Brian;
Mwanahamuntu, Mulindi H.;
Rodriguez, Ana Cecilia;
Antani, Sameer;
Chisele, Samson;
Munalula, Mukatimui Kalima;
Kaunga, Friday;
Musonda, Francis;
Malyangu, Evans;
Shibemba, Aaron Lunda;
de Sanjose, Silvia;
Schiffman, Mark;
Sahasrabuddhe, Vikrant V.

Publication type:

Article

Design and feasibility of a novel program of cervical screening in Nigeria: self-sampled HPV testing paired with visual triage.

Published in:

Infectious Agents & Cancer, 2020, v. 15, n. 1, p. 1, doi. 10.1186/s13027-020-00324-5

By:

Desai, Kanan T.;
Ajenifuja, Kayode O.;
Banjo, Adekunbiola;
Adepiti, Clement A.;
Novetsky, Akiva;
Sebag, Cathy;
Einstein, Mark H.;
Oyinloye, Temitope;
Litwin, Tamara R.;
Horning, Matt;
Olanrewaju, Fatai Olatunde;
Oripelaye, Mufutau Muphy;
Afolabi, Esther;
Odujoko, Oluwole O.;
Castle, Philip E.;
Antani, Sameer;
Wilson, Ben;
Hu, Liming;
Mehanian, Courosh;
Demarco, Maria

Publication type:

Article

Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN.

Published in:

Sensors (14248220), 2022, v. 22, n. 24, p. 9628, doi. 10.3390/s22249628

By:

Liang, Zhaohui;
Huang, Jimmy Xiangji;
Antani, Sameer

Publication type:

Article

Evaluation of an artificial intelligence-based system for echocardiographic estimation of right atrial pressure.

Published in:

International Journal of Cardiovascular Imaging, 2023, v. 39, n. 12, p. 2437, doi. 10.1007/s10554-023-02941-8

By:

Zamzmi, Ghada;
Hsu, Li-Yueh;
Rajaraman, Sivaramakrishnan;
Li, Wen;
Sachdev, Vandana;
Antani, Sameer

Publication type:

Article

Accelerating Super-Resolution and Visual Task Analysis in Medical Images.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 12, p. 4282, doi. 10.3390/app10124282

By:

Zamzmi, Ghada;
Rajaraman, Sivaramakrishnan;
Antani, Sameer

Publication type:

Article

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs.

Published in:

Applied Sciences (2076-3417), 2018, v. 8, n. 10, p. 1715, doi. 10.3390/app8101715

By:

Rajaraman, Sivaramakrishnan;
Candemir, Sema;
Kim, Incheol;
Thoma, George;
Antani, Sameer

Publication type:

Article

The development of "automated visual evaluation" for cervical cancer screening: The promise and challenges in adapting deep‐learning for clinical testing.

Published in:

International Journal of Cancer, 2022, v. 150, n. 5, p. 741, doi. 10.1002/ijc.33879

By:

Desai, Kanan T.;
Befano, Brian;
Xue, Zhiyun;
Kelly, Helen;
Campos, Nicole G.;
Egemen, Didem;
Gage, Julia C.;
Rodriguez, Ana‐Cecilia;
Sahasrabuddhe, Vikrant;
Levitz, David;
Pearlman, Paul;
Jeronimo, Jose;
Antani, Sameer;
Schiffman, Mark;
de Sanjosé, Silvia

Publication type:

Article

A demonstration of automated visual evaluation of cervical images taken with a smartphone camera.

Published in:

International Journal of Cancer, 2020, v. 147, n. 9, p. 2416, doi. 10.1002/ijc.33029

By:

Xue, Zhiyun;
Novetsky, Akiva P.;
Einstein, Mark H.;
Marcus, Jenna Z.;
Befano, Brian;
Guo, Peng;
Demarco, Maria;
Wentzensen, Nicolas;
Long, Leonard Rodney;
Schiffman, Mark;
Antani, Sameer

Publication type:

Article

Automated cervical digitized histology whole-slide image analysis toolbox.

Published in:

Journal of Pathology Informatics, 2021, v. 12, p. 26, doi. 10.4103/jpi.jpi_52_20

By:

Sornapudi, Sudhir;
Addanki, Ravitej;
Stanley, R;
Stoecker, William;
Long, Rodney;
Zuna, Rosemary;
Frazier, Shellaine;
Antani, Sameer

Publication type:

Article

Automated Cervical Digitized Histology Whole-Slide Image Analysis Toolbox.

Published in:

Journal of Pathology Informatics, 2021, v. 12, p. 1, doi. 10.4103/jpi.jpi_52_20

By:

Sornapudi, Sudhir;
Addanki, Ravitej;
Stanley, R. Joe;
Stoecker, William V.;
Long, Rodney;
Zuna, Rosemary;
Frazier, Shellaine R.;
Antani, Sameer

Publication type:

Article

DeepCIN: Attention-Based Cervical histology Image Classification with Sequential Feature Modeling for Pathologist-Level Accuracy.

Published in:

Journal of Pathology Informatics, 2020, v. 11, p. 1, doi. 10.4103/jpi.jpi_50_20

By:

Sornapudi, Sudhir;
Stanley, R. Joe;
Stoecker, William V.;
Long, Rodney;
Zhiyun Xue;
Zuna, Rosemary;
Frazier, Shellaine R.;
Antani, Sameer

Publication type:

Article

EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images.

Published in:

Journal of Pathology Informatics, 2020, v. 11, p. 1, doi. 10.4103/jpi.jpi_53_19

By:

Sornapudi, Sudhir;
Hagerty, Jason;
Stanley, R. Joe;
Stoecker, William V.;
Long, Rodney;
Antani, Sameer;
Thoma, George;
Zuna, Rosemary;
Frazier, Shellaine R.

Publication type:

Article

EpithNet: Deep Regression for Epithelium Segmentation in Cervical Histology Images.

Published in:

Journal of Pathology Informatics, 2019, v. 10, p. 1, doi. 10.4103/jpi.jpi_53_19

By:

Sornapudi, Sudhir;
Hagerty, Jason;
Stanley, R. Joe;
Stoecker, William V.;
Long, Rodney;
Antani, Sameer;
Thoma, George;
Zuna, Rosemary;
Frazier, Shellaine R.

Publication type:

Article

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.

Published in:

Journal of Pathology Informatics, 2018, v. 9, p. 1, doi. 10.4103/jpi.jpi_74_17

By:

Sornapudi, Sudhir;
Stanley, Ronald Joe;
Stoecker, William V.;
Almubarak, Haidar;
Long, Rodney;
Antani, Sameer;
Thoma, George;
Zuna, Rosemary;
Frazier, Shelliane R.

Publication type:

Article

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels.

Published in:

Journal of Pathology Informatics, 2018, v. 9, n. 1, p. 1, doi. 10.4103/jpi.jpi_74_17

By:

Sornapudi, Sudhir;
Stanley, Ronald;
Stoecker, William;
Almubarak, Haidar;
Long, Rodney;
Antani, Sameer;
Thoma, George;
Zuna, Rosemary;
Frazier, Shelliane

Publication type:

Article

A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification.

Published in:

International Journal of Healthcare Information Systems & Informatics, 2019, v. 14, n. 2, p. 66, doi. 10.4018/IJHISI.2019040105

By:

AlMubarak, Haidar A.;
Stanley, Joe;
Peng Guo;
Long, Rodney;
Antani, Sameer;
Thoma, George;
Zuna, Rosemary;
Frazier, Shelliane;
Stoecker, William

Publication type:

Article

Automated Text Detection and Recognition in Annotated Biomedical Publication Images.

Published in:

International Journal of Healthcare Information Systems & Informatics, 2014, v. 9, n. 2, p. 34, doi. 10.4018/ijhisi.2014040103

By:

De, Soumya;
Joe Stanley, R.;
Cheng, Beibei;
Antani, Sameer;
Long, Rodney;
Thoma, George

Publication type:

Article

Automatic Detection of Arrow Annotation Overlays in Biomedical Images.

Published in:

International Journal of Healthcare Information Systems & Informatics, 2011, v. 6, n. 4, p. 23, doi. 10.4018/jhisi.2011100102

By:

Beibei Cheng;
Stanley, R. Joe;
Soumya De;
Antani, Sameer;
Thoma, George R.

Publication type:

Article

Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions.

Published in:

International Journal of Healthcare Information Systems & Informatics, 2009, v. 4, n. 1, p. 1, doi. 10.4018/jhisi.2009010101

By:

Rodney Long, L.;
Antani, Sameer;
Deserno, Thomas M.;
Thoma, George R.

Publication type:

Article

Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images.

Published in:

Journal of Clinical Medicine, 2021, v. 10, n. 5, p. 953, doi. 10.3390/jcm10050953

By:

Guo, Peng;
Xue, Zhiyun;
Jeronimo, Jose;
Gage, Julia C.;
Desai, Kanan T.;
Befano, Brian;
García, Francisco;
Long, L. Rodney;
Schiffman, Mark;
Antani, Sameer;
Andrès, Emmanuel;
Eichbaum, Michael

Publication type:

Article

Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays.

Published in:

Biomedicines, 2022, v. 10, n. 6, p. 1323, doi. 10.3390/biomedicines10061323

By:

Rajaraman, Sivaramakrishnan;
Zamzmi, Ghada;
Yang, Feng;
Xue, Zhiyun;
Jaeger, Stefan;
Antani, Sameer K.

Publication type:

Article

Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2017, v. 31, n. 6, p. -1, doi. 10.1142/S0218001417570038

By:

Santosh, K. C.;
Aafaque, Aafaque;
Antani, Sameer;
Thoma, George R.

Publication type:

Article

A Simple and Efficient Arrowhead Detection Technique in Biomedical Images.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2016, v. 30, n. 5, p. -1, doi. 10.1142/S0218001416570020

By:

Santosh, K. C.;
Alam, Naved;
Roy, Partha Pratim;
Wendling, Laurent;
Antani, Sameer;
Thoma, George R.

Publication type:

Article

Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2015, v. 29, n. 2, p. -1, doi. 10.1142/S0218001415570013

By:

Santosh, K. C.;
Candemir, Sema;
Jaeger, Stefan;
Karargyris, Alexandros;
Antani, Sameer;
Thoma, George R.;
Folio, Les

Publication type:

Article

Visualizing temporal brain-state changes for fMRI using t-distributed stochastic neighbor embedding.

Published in:

Journal of Medical Imaging, 2021, v. 8, n. 4, p. 46001, doi. 10.1117/1.JMI.8.4.046001

By:

Parmar, Harshit;
Nutter, Brian;
Long, Rodney;
Antani, Sameer;
Mitra, Sunanda

Publication type:

Article

Spatiotemporal feature extraction and classification of Alzheimer's disease using deep learning 3D-CNN for fMRI data.

Published in:

Journal of Medical Imaging, 2020, v. 7, n. 5, p. 56001, doi. 10.1117/1.JMI.7.5.056001

By:

Parmar, Harshit;
Nutter, Brian;
Long, Rodney;
Antani, Sameer;
Mitra, Sunanda

Publication type:

Article

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

Published in:

Journal of Medical Imaging, 2018, v. 5, n. 3, p. 1, doi. 10.1117/1.JMI.5.3.034501

By:

Rajaraman, Sivaramakrishnan;
Silamut, Kamolrat;
Hossain, Md. A.;
Ersoy, I.;
Maude, Richard J.;
Jaeger, Stefan;
Thoma, George R.;
Antani, Sameer K.

Publication type:

Article

Biomedical image representation approach using visualness and spatial information in a concept feature space for interactive region-of-interest-based retrieval.

Published in:

Journal of Medical Imaging, 2015, v. 2, n. 4, p. 1, doi. 10.1117/1.JMI.2.4.046502

By:

Rahman, Md. Mahmudur;
Antani, Sameer K.;
Demner-Fushman, Dina;
Thoma, George R.

Publication type:

Article

Editorial on Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care".

Published in:

Diagnostics (2075-4418), 2024, v. 14, n. 17, p. 1984, doi. 10.3390/diagnostics14171984

By:

Rajaraman, Sivaramakrishnan;
Xue, Zhiyun;
Antani, Sameer

Publication type:

Article

Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 6, p. 1068, doi. 10.3390/diagnostics13061068

By:

Xue, Zhiyun;
Yang, Feng;
Rajaraman, Sivaramakrishnan;
Zamzmi, Ghada;
Antani, Sameer

Publication type:

Article