Ghada Zamzmi

United States Food and Drug Administration

MedicineComputer Science

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 3%percentile

1.1Author 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.

Multimodal neonatal procedural and postoperative pain assessment dataset

Data in Brief(2021)10.1016/j.dib.2021.106796

Top 19%

1.1DataRank

Top 19%33 citations

Ghada Zamzmi, Jacqueline Hausmann, Dmitry B. Goldgof, Rangachar Kasturi, Marcia Kneusel +4 more

Papers

Driven by 31 papers — median percentile 81. Top paper: “Novel loss functions for ensemble-based medical image classification”.

Novel loss functions for ensemble-based medical image classification

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

N/A

1.4DataRank · unranked

47 citations

Ghada Zamzmi, Sameer Antani, Sivaramakrishnan Rajaraman

Multimodal neonatal procedural and postoperative pain assessment dataset

Data in Brief(2021)10.1016/j.dib.2021.106796

Top 19%

1.1DataRank

Top 19%33 citations

Ghada Zamzmi, Jacqueline Hausmann, Dmitry B. Goldgof, Rangachar Kasturi, Marcia Kneusel +4 more

Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.104150

N/A

0.668DataRank · unranked

85 citations

Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun +1 more

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

Biomedicines(2022)10.3390/biomedicines10061323

N/A

0.312DataRank · unranked

7 citations

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

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

Pattern Recognition in Vital Signs Using Spectrograms

2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)(2021)10.1109/smc52423.2021.9658924

N/A

0DataRank · unranked

5 citations

Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Mark Last, Yu Sun +1 more

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

Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation

Lecture notes in computer science(2022)10.1007/978-3-031-16437-8_72

N/A

0DataRank · unranked

14 citations

Ghada Zamzmi, Dmitry B. Goldgof, Peter R. Mouton, Kanwaljeet J. S. Anand, Terri Ashmeade +4 more

Normalizing Flow for Synthetic Medical Images Generation

(2022)10.1109/hi-poct54491.2022.9744072

N/A

0DataRank · unranked

12 citations

Ghada Zamzmi, Rahul Paul, Lokenda Thukar, Mustafa Hajij

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

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

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

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

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

Enhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification

PubMed(2023)10.1109/cbms58004.2023.00236

N/A

0DataRank · unranked

6 citations

Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof, Md. Imran Hossain

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

Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani +1 more

Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays

arXiv (Cornell University)(2023)10.48550/arxiv.2309.09773

N/A

0DataRank · unranked

0 citations

Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2309.11318

N/A

0DataRank · unranked

0 citations

Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani +1 more

Semantically redundant training data removal and deep model classification performance: A study with chest X-rays

Computerized Medical Imaging and Graphics(2024)10.1016/j.compmedimag.2024.102379

N/A

0DataRank · unranked

14 citations

Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani +1 more

Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting

IEEE Access(2024)10.1109/access.2024.3383789

N/A

0DataRank · unranked

19 citations

Md Sirajus Salekin, Ghada Zamzmi, Peter R. Mouton, Stephanie Prescott, Thao Ho +3 more

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

PLOS Digital Health(2024)10.1371/journal.pdig.0000286

N/A

0DataRank · unranked

4 citations

Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani +1 more

Position: Topological Deep Learning is the New Frontier for Relational Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2402.08871

N/A

0DataRank · unranked

5 citations

Tolga Birdal, Michael M. Bronstein, Gunnar Carlsson, Justin Curry, Yue Gao +17 more

Enhancing Concept-Based Explanation with Vision-Language Models

PubMed(2024)10.1109/cbms61543.2024.00044

N/A

0DataRank · unranked

2 citations

Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry Goldgof, Md. Imran Hossain

Explainable AI (XAI) for Neonatal Pain Assessment via Influence Function Modification

PubMed(2024)10.1109/embc53108.2024.10782892

N/A

0DataRank · unranked

1 citations

Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry Goldgof, Md. Imran Hossain

Detection of Confounders and Potential Confounders in Computed Tomography Lung Datasets

Journal of Imaging Informatics in Medicine(2025)10.1007/s10278-025-01610-7

N/A

0DataRank · unranked

0 citations

Wai Lone Jonathan Ho, Ghada Zamzmi, Lawrence Hall, Dmitry Goldgof, Matthew B. Schabath +1 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

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

Ghada Zamzmi

Indexed papers

Top data-sharing exemplar

Papers