Luca Giancardo

Also affiliated with The University of Texas Health Science Center, The University of Texas Health Science Center at Houston

Medicine

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 2%percentile

3.2Author DataRank

Indexed papers

3in 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 3 indexed papers 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.

PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines

Medical Physics(2020)10.1002/mp.14424

Top 9%

2.3DataRank

Top 9%44 citations

Sara Ahmed, Sonja Stieb, Abdallah Mohamed, Hesham Elhalawani, Peter Y. S. Park +8 more

Papers

Driven by 31 papers — median percentile 70. Top paper: “PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines”.

PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines

Medical Physics(2020)10.1002/mp.14424

Top 9%

2.3DataRank

Top 9%44 citations

Sara Ahmed, Sonja Stieb, Abdallah Mohamed, Hesham Elhalawani, Peter Y. S. Park +8 more

PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines

Medical Physics(2020)10.1002/mp.14807

Top 30%

0.653DataRank

Top 30%10 citations

Sara Ahmed, Sonja Stieb, Abdallah Mohamed, Hesham Elhalawani, Peter Y. S. Park +8 more

Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging

Communications Biology(2024)10.1038/s42003-024-06096-7

N/A

0.561DataRank · unranked

41 citations

Ziqian Xie, Hao Yuan, Sheikh Muhammad Saiful Islam, Yaochen Xie, Wei He +10 more

iGWAS: Image-based genome-wide association of self-supervised deep phenotyping of retina fundus images

PLoS Genetics(2024)10.1371/journal.pgen.1011273

N/A

0.457DataRank · unranked

20 citations

T. Zhang, Sangbae Kim, Jiaxiong Lu, Wanheng Zhang, Cheng‐Hui Lin +9 more

New phenotype discovery method by unsupervised deep representation learning empowers genetic association studies of brain imaging

medRxiv(2022)10.1101/2022.12.10.22283302

N/A

0.373DataRank · unranked

11 citations

Ziqian Xie, Hao Yuan, Sheikh Muhammad Saiful Islam, Wanheng Zhang, Assaf Gottlieb +8 more

A Multi-Modal Pelvic MRI Dataset for Deep Learning-Based Pelvic Organ Segmentation in Endometriosis

Scientific Data(2025)10.1038/s41597-025-05623-3

Top 57%

0.282DataRank

Top 57%5 citations

Linda Alpuing Radilla, Kamand Khalaj, Haaniya Dawoodally, Chinmay Mokashi, Xiaoming Guan +5 more

Detection of Stroke with Retinal Microvascular Density and Self-Supervised Learning Using OCT-A and Fundus Imaging

Journal of Clinical Medicine(2022)10.3390/jcm11247408

N/A

0DataRank · unranked

27 citations

Ivan Coronado, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar‐Marioni, Amanda Jagolino +6 more

Toward a Multimodal Computer-Aided Diagnostic Tool for Alzheimer’s Disease Conversion

Frontiers in Neuroscience(2022)10.3389/fnins.2021.744190

N/A

0DataRank · unranked

11 citations

Jessika Suescun, Mya Schiess, Timothy M. Ellmore, Luca Giancardo, the Alzheimer’s Disease Neuroimaging Initiative +1 more

Quantification of infarct core signal using CT imaging in acute ischemic stroke

NeuroImage Clinical(2022)10.1016/j.nicl.2022.102998

N/A

0DataRank · unranked

12 citations

Grant Meeks, Sergio Salazar‐Marioni, Fabien Scalzo, Mudassir Farooqui, Juan Vivanco‐Suarez +4 more

iGWAS: image-based genome-wide association of self-supervised deep phenotyping of human medical images

medRxiv(2022)10.1101/2022.05.26.22275626

N/A

0DataRank · unranked

10 citations

Tao Zhang, Sangbae Kim, Jiaxiong Lu, Wanheng Zhang, Cheng‐Hui Lin +9 more

Segmentation of acute stroke infarct core using image-level labels on CT-angiography

NeuroImage Clinical(2023)10.1016/j.nicl.2023.103362

N/A

0DataRank · unranked

14 citations

Arash Niktabe, Laura Ocasio, Rania Abdelkhaleq, Sergio Salazar‐Marioni, Sunil A. Sheth +1 more

Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks

Scientific Reports(2023)10.1038/s41598-023-42062-9

N/A

0DataRank · unranked

9 citations

Samiksha Pachade, Emanuele Trucco, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar‐Marioni +6 more

MVGL-Net: A generalizable multi-view convolutional network for anterior segment OCT

Biomedical Signal Processing and Control(2023)10.1016/j.bspc.2023.104778

N/A

0DataRank · unranked

2 citations

Alice Z. Chuang, Robert Feldman, Luca Giancardo, Runzhi Zhou

Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images

PubMed(2023)10.1109/isbi53787.2023.10230623

N/A

0DataRank · unranked

5 citations

Surabhi Datta, Yi Dong, Sergio Salazar‐Marioni, Rania Abdelkhaleq, Arash Niktabe +4 more

Brain Hemisphere Dissimilarity, a Self-Supervised Learning Approach for alpha-synucleinopathies prediction with FDG PET

PubMed(2023)10.1109/isbi53787.2023.10230560

N/A

0DataRank · unranked

2 citations

Pietro Mattioli, Claudio Liguori, Agostino Chiaravalloti, Dario Arnaldi, Luca Giancardo +1 more

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research

arXiv (Cornell University)(2023)10.48550/arxiv.2306.15651

N/A

0DataRank · unranked

0 citations

Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams +1 more

Foveal Avascular Zone Segmentation Using Deep Learning-Driven Image-Level Optimization and Fundus Photographs

PubMed(2023)10.1109/isbi53787.2023.10230410

N/A

0DataRank · unranked

0 citations

Samiksha Pachade, Haaniya Dawoodally, Sergio Salazar Marioni, Jie Yan, Rania Abdelkhaleq +6 more

Generalizable self-supervised learning for brain CTA in acute stroke

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.109337

N/A

0DataRank · unranked

4 citations

Samiksha Pachade, Kirk Roberts, Xiaoqian Jiang, Sunil A. Sheth, Luca Giancardo +1 more

A self-supervised learning approach for registration agnostic imaging models with 3D brain CTA

iScience(2024)10.1016/j.isci.2024.109004

N/A

0DataRank · unranked

7 citations

Samiksha Pachade, Xiaomin Liang, Sunil A. Sheth, Luca Giancardo, Yingjun Dong

Strategies to combine 3D vasculature and brain CTA with deep neural networks: Application to LVO

iScience(2024)10.1016/j.isci.2024.108881

N/A

0DataRank · unranked

4 citations

Arnau Oliver, Sunil A. Sheth, Xavier Lladó, Luca Giancardo, Uma Maria Lal-Trehan Estrada

Generalizing Parkinson’s disease detection using keystroke dynamics: a self-supervised approach

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae050

N/A

0DataRank · unranked

3 citations

Alejandro Acien, Ashley A Holmes, Teresa Arroyo‐Gallego, Luca Giancardo, Shikha Tripathi

A novel automated CT biomarker to predict outcomes in acute ischemic stroke: net water uptake

Frontiers in Neurology(2025)10.3389/fneur.2025.1629434

N/A

0DataRank · unranked

2 citations

Hyun Woo Kim, Ananya Iyyangar, Sergio Salazar‐Marioni, Albert J. Yoo, Luca Giancardo +3 more

Workflow improvements from automated large vessel occlusion detection algorithms are dependent on care team engagement

Journal of NeuroInterventional Surgery(2025)10.1136/jnis-2024-022896

N/A

0DataRank · unranked

1 citations

Ngoc Mai Le, J. N. Samaha, Hussain Azeem, Ananya Iyyangar, Anjan Nagesh Ballekere +5 more

Encoding 3D information in 2D feature maps for brain CT-Angiography

Computerized Medical Imaging and Graphics(2025)10.1016/j.compmedimag.2025.102518

N/A

0DataRank · unranked

0 citations

Sunil A. Sheth, Arnau Oliver, Xavier Lladó, Luca Giancardo, Uma Maria Lal-Trehan Estrada

Multimodal Phenotyping of Alzheimer’s Disease with Longitudinal Magnetic Resonance Imaging and Cognitive Function Data

Scientific Reports(2020)10.1038/s41598-020-62263-w

N/A

0DataRank · unranked

22 citations

Xiaoqian Jiang, Luca Giancardo, Danilo Peña, Avram S. Bukhbinder, Albert Y. Amran +3 more

Sex Differences in the Protective Effect of Brain Volume: Age Attenuates Protection in Females

medRxiv(2025)10.1101/2025.10.30.25339193

N/A

0DataRank · unranked

0 citations

Ngoc Mai Le, J. N. Samaha, Bruna Kfoury, Hussain Azeem, Ritesh Bajaj +8 more

Novel Autosegmentation Spatial Similarity Metrics Capture the Time Required to Correct Segmentations Better than Traditional Metrics in a Thoracic Cavity Segmentation Workflow

medRxiv(2020)10.1101/2020.05.14.20102103

N/A

0DataRank · unranked

8 citations

Arko Barman, Sonja Stieb, Clifton D. Fuller, Luca Giancardo, Kendall Kiser

Novel Autosegmentation Spatial Similarity Metrics Capture the Time Required to Correct Segmentations Better Than Traditional Metrics in a Thoracic Cavity Segmentation Workflow

Journal of Digital Imaging(2021)10.1007/s10278-021-00460-3

N/A

0DataRank · unranked

48 citations

Arko Barman, Sonja Stieb, Clifton D. Fuller, Luca Giancardo, Kendall Kiser

Deep learning enabled brain shunt valve identification using mobile phones

Computer Methods and Programs in Biomedicine(2021)10.1016/j.cmpb.2021.106356

N/A

0DataRank · unranked

9 citations

Eliana Bonfante, Azin Aein, Ivan Coronado, Roy Riascos, Luca Giancardo +1 more

Segmenting thoracic cavities with neoplastic lesions

PubMed(2021)10.1145/3459930.3469564

N/A

0DataRank · unranked

0 citations

Rongbin Li, Kendall Kiser, Luca Giancardo, W. Jim Zheng, Li Zhao

Machine learning and acute stroke imaging

Journal of NeuroInterventional Surgery(2022)10.1136/neurintsurg-2021-018142

N/A

0DataRank · unranked

60 citations

Luca Giancardo, Marco Colasurdo, Visish M. Srinivasan, Arash Niktabe, Peter Kan +1 more

Luca Giancardo

Indexed papers

Top data-sharing exemplar

Papers