Sameer Antani

United States National Library of Medicine

Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 7%percentile

0.104Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Spatio-Functional Parcellation of Resting State fMRI

PubMed(2024)10.1109/ssiai59505.2024.10508652

Top 78%

0.104DataRank

Top 78%1 citations

Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer Antani, Harshit Parmar

Papers

Driven by 76 papers — median percentile 22. Top paper: “Evaluation of uterine cervix segmentations using ground truth from multiple experts”.

Evaluation of uterine cervix segmentations using ground truth from multiple experts

Computerized Medical Imaging and Graphics(2009)10.1016/j.compmedimag.2008.12.002

N/A

2.4DataRank · unranked

30 citations

Shelly Lotenberg, Rodney Long, Sameer Antani, Jose Jeronimo, Hayit Greenspan +1 more

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration

IEEE Transactions on Medical Imaging(2014)10.1109/tmi.2013.2290491

N/A

0.973DataRank · unranked

657 citations

Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue +7 more

Spatio-Functional Parcellation of Resting State fMRI

PubMed(2024)10.1109/ssiai59505.2024.10508652

Top 78%

0.104DataRank

Top 78%1 citations

Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer Antani, Harshit Parmar

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

IEEE Journal of Biomedical and Health Informatics(2020)10.1109/jbhi.2020.3034863

N/A

0DataRank · unranked

109 citations

Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard J. Maude +3 more

Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays

Diagnostics(2020)10.3390/diagnostics10060358

N/A

0DataRank · unranked

92 citations

Sameer Antani, Sivaramakrishnan Rajaraman

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

Journal of Medical Imaging(2020)10.1117/1.jmi.7.5.056001

N/A

0DataRank · unranked

86 citations

Brian Nutter, L. Rodney Long, Sameer Antani, Sunanda Mitra, Harshit Parmar

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

International Journal of Cancer(2020)10.1002/ijc.33029

N/A

0DataRank · unranked

74 citations

Akiva P. Novetsky, Mark H. Einstein, Jenna Marcus, Brian Befano, Peng Guo +6 more

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

PLoS ONE(2020)10.1371/journal.pone.0242301

N/A

0DataRank · unranked

64 citations

Sudhir Sornapudi, Philip O. Alderson, Les Folio, Sameer Antani, Sivaramakrishnan Rajaraman

Malaria Screener: a smartphone application for automated malaria screening

BMC Infectious Diseases(2020)10.1186/s12879-020-05453-1

N/A

0DataRank · unranked

63 citations

Feng Yang, Sivaramakrishnan Rajaraman, Ilker Ersoy, Golnaz Moallem, Mahdieh Poostchi +5 more

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

Infectious Agents and Cancer(2020)10.1186/s13027-020-00324-5

N/A

0DataRank · unranked

49 citations

Kayode Olusegun Ajenifuja, A A Banjo, Clement A. Adepiti, Akiva P. Novetsky, Cathy Sebag +22 more

Accelerating Super-Resolution and Visual Task Analysis in Medical Images

Applied Sciences(2020)10.3390/app10124282

N/A

0DataRank · unranked

19 citations

Sivaramakrishnan Rajaraman, Sameer Antani, Ghada Zamzmi

Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions

IEEE Reviews in Biomedical Engineering(2020)10.1109/rbme.2020.2988295

N/A

0DataRank · unranked

43 citations

Li‐Yueh Hsu, Li Wen, Vandana Sachdev, Sameer Antani, Ghada Zamzmi

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

PeerJ(2020)10.7717/peerj.8693

N/A

0DataRank · unranked

40 citations

Incheol Kim, Sameer Antani, Sivaramakrishnan Rajaraman

Advanced imaging tools for childhood tuberculosis: potential applications and research needs

The Lancet Infectious Diseases(2020)10.1016/s1473-3099(20)30177-8

N/A

0DataRank · unranked

37 citations

Savvas Andronikou, Pierre Goussard, Sameer Antani, David Gómez‐Pastrana, Christophe Delacourt +6 more

Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection

medRxiv(2020)10.1101/2020.05.04.20090803

N/A

0DataRank · unranked

59 citations

Sameer Antani, Sivaramakrishnan Rajaraman

Malocclusion Classification on 3D Cone-Beam CT Craniofacial Images Using Multi-Channel Deep Learning Models

PubMed(2020)10.1109/embc44109.2020.9176672

N/A

0DataRank · unranked

28 citations

Dharitri Misra, Laritza Rodriguez, Michael Gill, Denise K. Liberton, Konstantinia Almpani +3 more

Cervical Whole Slide Histology Image Analysis Toolbox

medRxiv(2020)10.1101/2020.07.22.20160366

N/A

0DataRank · unranked

7 citations

Ravitej Addanki, R. Joe Stanley, William V. Stoecker, L. Rodney Long, Rosemary E. Zuna +3 more

Interpreting Deep Ensemble Learning through Radiologist Annotations for COVID-19 Detection in Chest Radiographs

medRxiv(2020)10.1101/2020.07.15.20154385

N/A

0DataRank · unranked

4 citations

Sudhir Sornapudi, Philip O. Alderson, Les Folio, Sameer Antani, Sivaramakrishnan Rajaraman

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

International Journal of Cancer(2021)10.1002/ijc.33879

N/A

0DataRank · unranked

75 citations

Brian Befano, Zhiyun Xue, Helen Kelly, Nicole G. Campos, Didem Egemen +10 more

Deep Metric Learning for Cervical Image Classification

IEEE Access(2021)10.1109/access.2021.3069346

N/A

0DataRank · unranked

61 citations

Zhiyun Xue, Brian Befano, Ana Cecilia Rodríguez, L. Rodney Long, Mark Schiffman +2 more

Deep multiple-instance learning for abnormal cell detection in cervical histopathology images

Computers in Biology and Medicine(2021)10.1016/j.compbiomed.2021.104890

N/A

0DataRank · unranked

49 citations

Zhiyun Xue, Kanan Desai, A A Banjo, Clement A. Adepiti, L. Rodney Long +3 more

Novel loss functions for ensemble-based medical image classification

PLoS ONE(2021)10.1371/journal.pone.0261307

N/A

0DataRank · unranked

47 citations

Ghada Zamzmi, Sameer Antani, Sivaramakrishnan Rajaraman

Automated Cervical Digitized Histology Whole-Slide Image Analysis Toolbox

Journal of Pathology Informatics(2021)10.4103/jpi.jpi_52_20

N/A

0DataRank · unranked

20 citations

Ravitej Addanki, R. Joe Stanley, William V. Stoecker, L. Rodney Long, Rosemary E. Zuna +3 more

UMS-Rep: Unified modality-specific representation for efficient medical image analysis

Informatics in Medicine Unlocked(2021)10.1016/j.imu.2021.100571

N/A

0DataRank · unranked

17 citations

Sivaramakrishnan Rajaraman, Sameer Antani, Ghada Zamzmi

Trilateral Attention Network for Real-Time Cardiac Region Segmentation

IEEE Access(2021)10.1109/access.2021.3107303

N/A

0DataRank · unranked

11 citations

Sivaramakrishnan Rajaraman, Vandana Sachdev, Sameer Antani, Ghada Zamzmi

A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices

PubMed(2021)10.1109/cbms52027.2021.00085

N/A

0DataRank · unranked

11 citations

Peng Guo, Kanan Desai, Anabik Pal, Kayode Olusegun Ajenifuja, Clement A. Adepiti +4 more

Semi-Supervised Learning for Cervical Precancer Detection

(2021)10.1109/cbms52027.2021.00072

N/A

0DataRank · unranked

10 citations

Peng Guo, Zhiyun Xue, Sameer Antani, Sandeep Angara

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

Journal of Medical Systems(2022)10.1007/s10916-022-01870-8

N/A

0DataRank · unranked

100 citations

Siva Allu, Sivaramakrishnan Rajaraman, Sameer Antani, KC Santosh

Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks

PLoS ONE(2022)10.1371/journal.pone.0262838

N/A

0DataRank · unranked

80 citations

Prasanth Ganesan, Sameer Antani, Sivaramakrishnan Rajaraman

Real-time echocardiography image analysis and quantification of cardiac indices

Medical Image Analysis(2022)10.1016/j.media.2022.102438

N/A

0DataRank · unranked

58 citations

Sivaramakrishnan Rajaraman, Li‐Yueh Hsu, Vandana Sachdev, Sameer Antani, Ghada Zamzmi

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

Frontiers in Genetics(2022)10.3389/fgene.2022.864724

N/A

0DataRank · unranked

31 citations

Ghada Zamzmi, Les Folio, Sameer Antani, Sivaramakrishnan Rajaraman

DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs

PLoS ONE(2022)10.1371/journal.pone.0265691

N/A

0DataRank · unranked

20 citations

Gregg Cohen, Lillian Spear, Les Folio, Sameer Antani, Sivaramakrishnan Rajaraman

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

Data(2022)10.3390/data7070095

N/A

0DataRank · unranked

19 citations

Pu Xuan Lu, Min Deng, Yi-Xiang Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue +4 more

Comparison of accuracy and reproducibility of colposcopic impression based on a single image versus a two-minute time series of colposcopic images

Gynecologic Oncology(2022)10.1016/j.ygyno.2022.08.001

N/A

0DataRank · unranked

18 citations

José Jerónimo, Anne Hammer, Akiva P. Novetsky, Richard S. Guido, Marta del Pino +11 more

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

Sensors(2022)10.3390/s22249628

N/A

0DataRank · unranked

14 citations

Jimmy Xiangji Huang, Sameer Antani, Zhaohui Liang

Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images

Cancers(2022)10.3390/cancers14102401

N/A

0DataRank · unranked

7 citations

Zhiyun Xue, Sandeep Angara, Sameer Antani, Peng Guo

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

Biomedicines(2022)10.3390/biomedicines10061323

N/A

0DataRank · unranked

7 citations

Ghada Zamzmi, Feng Yang, Zhiyun Xue, Stefan Jaeger, Sameer Antani +1 more

Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871610

N/A

0DataRank · unranked

13 citations

Kelly J. Yu, Paul C. Pearlman, Anabik Pal, Tseng‐Cheng Chen, Chun‐Hung Hua +7 more

Oral cavity anatomical site image classification and analysis

PubMed(2022)10.1117/12.2611541

N/A

0DataRank · unranked

9 citations

Paul C. Pearlman, Kelly J. Yu, Anabik Pal, Tseng‐Cheng Chen, Chun‐Hung Hua +8 more

Open-world active learning for echocardiography view classification

Medical Imaging 2022: Computer-Aided Diagnosis(2022)10.1117/12.2612578

N/A

0DataRank · unranked

7 citations

Tochi Oguguo, Sivaramakrishnan Rajaraman, Sameer Antani, Ghada Zamzmi

Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions

2022 26th International Conference on Pattern Recognition (ICPR)(2022)10.1109/icpr56361.2022.9956251

N/A

0DataRank · unranked

7 citations

Kelly J. Yu, Paul C. Pearlman, Tseng‐Cheng Chen, Chun‐Hung Hua, Chung Jan Kang +6 more

Image Quality Classification for Automated Visual Evaluation of Cervical Precancer

Lecture notes in computer science(2022)10.1007/978-3-031-16760-7_20

N/A

0DataRank · unranked

5 citations

Sandeep Angara, Peng Guo, Sivaramakrishnan Rajaraman, José Jerónimo, Ana Cecilia Rodríguez +13 more

Analysis of digital noise reduction methods on classifiers used in automated visual evaluation

PubMed(2022)10.1117/12.2610235

N/A

0DataRank · unranked

3 citations

Sandeep Angara, David Levitz, Sameer Antani, Zhiyun Xue

Editorial on Special Issue “Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases”

Diagnostics(2022)10.3390/diagnostics12112615

N/A

0DataRank · unranked

2 citations

Sameer Antani, Sivaramakrishnan Rajaraman

Assessing Inter-Annotator Agreement for Medical Image Segmentation

IEEE Access(2023)10.1109/access.2023.3249759

N/A

0DataRank · unranked

75 citations

Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue +4 more

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

JNCI Journal of the National Cancer Institute(2023)10.1093/jnci/djad202

N/A

0DataRank · unranked

55 citations

Rebecca B. Perkins, Li C. Cheung, Brian Befano, Ana Cecilia Rodríguez, Kanan Desai +9 more

Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging

JACC. Cardiovascular imaging(2023)10.1016/j.jcmg.2023.05.012

N/A

0DataRank · unranked

30 citations

Rima Arnaout, Sameer Antani, Aldo Badano, Louis Jacques, Huiqing Li +10 more

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

Infectious Agents and Cancer(2023)10.1186/s13027-023-00536-5

N/A

0DataRank · unranked

31 citations

Didem Egemen, Brian Befano, Mulindi Mwanahamuntu, Ana Cecilia Rodríguez, Sameer Antani +10 more

Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection

Diagnostics(2023)10.3390/diagnostics13061068

N/A

0DataRank · unranked

16 citations

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

The Need for Artificial Intelligence Curriculum in Military Medical Education

Military Medicine(2023)10.1093/milmed/usad412

N/A

0DataRank · unranked

12 citations

Sameer Antani, Jonathan Spirnak

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

The International Journal of Cardiovascular Imaging(2023)10.1007/s10554-023-02941-8

N/A

0DataRank · unranked

9 citations

Li‐Yueh Hsu, Sivaramakrishnan Rajaraman, Wen Li, Vandana Sachdev, Sameer Antani +1 more

Can deep adult lung segmentation models generalize to the pediatric population?

Expert Systems with Applications(2023)10.1016/j.eswa.2023.120531

N/A

0DataRank · unranked

8 citations

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

Biomedical heterogeneous data categorization and schema mapping toward data integration

Frontiers in Big Data(2023)10.3389/fdata.2023.1173038

N/A

0DataRank · unranked

7 citations

Alexander Rasin, Roselyne Tchoua, Jacob Furst, Daniela Raicu, Michiel Schinkel +3 more

Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets

Lecture notes in networks and systems(2023)10.1007/978-981-19-5191-6_55

N/A

0DataRank · unranked

2 citations

Zhiyun Xue, Sameer Antani, Anabik Pal

Data Characterization for Reliable AI in Medicine

Communications in computer and information science(2023)10.1007/978-3-031-23599-3_1

N/A

0DataRank · unranked

7 citations

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

Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning

Lecture notes in computer science(2023)10.1007/978-3-031-44917-8_12

N/A

0DataRank · unranked

2 citations

Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer Antani, Zhaohui Liang

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

medRxiv(2023)10.1101/2023.05.31.23290789

N/A

0DataRank · unranked

1 citations