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Luca Giancardo - Publications

Affiliations: 
UTHealth School of Biomedical Informatics 
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36 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Yang K, Musio F, Ma Y, Juchler N, Paetzold JC, Al-Maskari R, Höher L, Li HB, Hamamci IE, Sekuboyina A, Shit S, Huang H, Waldmannstetter D, Kofler F, Navarro F, ... ... Giancardo L, et al. Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. Arxiv. PMID 38235066  0.32
2023 Coronado I, Pachade S, Trucco E, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino-Cole A, Bahrainian M, Channa R, Sheth SA, Giancardo L. Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks. Scientific Reports. 13: 15325. PMID 37714881 DOI: 10.1038/s41598-023-42062-9  0.401
2022 Pachade S, Coronado I, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino A, Green C, Bahrainian M, Channa R, Sheth SA, Giancardo L. Detection of Stroke with Retinal Microvascular Density and Self-Supervised Learning Using OCT-A and Fundus Imaging. Journal of Clinical Medicine. 11. PMID 36556024 DOI: 10.3390/jcm11247408  0.309
2021 Li Z, Li R, Kiser KJ, Giancardo L, Zheng WJ. Segmenting Thoracic Cavities with Neoplastic Lesions: A Head-to-head Benchmark with Fully Convolutional Neural Networks. Acm-Bcb ... ... : the ... Acm Conference On Bioinformatics, Computational Biology and Biomedicine. Acm Conference On Bioinformatics, Computational Biology and Biomedicine. 2021. PMID 35330920 DOI: 10.1145/3459930.3469564  0.772
2021 Coronado I, Abdelkhaleq R, Yan J, Marioni SS, Jagolino-Cole A, Channa R, Pachade S, Sheth SA, Giancardo L. Towards Stroke Biomarkers on Fundus Retinal Imaging: A Comparison Between Vasculature Embeddings and General Purpose Convolutional Neural Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 3873-3876. PMID 34892078 DOI: 10.1109/EMBC46164.2021.9629856  0.348
2021 Pachade S, Porwal P, Kokare M, Giancardo L, Mériaudeau F. NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation. Medical Image Analysis. 74: 102253. PMID 34614474 DOI: 10.1016/j.media.2021.102253  0.641
2021 Kiser KJ, Barman A, Stieb S, Fuller CD, Giancardo L. 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. PMID 34027588 DOI: 10.1007/s10278-021-00460-3  0.751
2021 Pachade S, Porwal P, Thulkar D, Kokare M, Deshmukh G, Sahasrabuddhe V, Giancardo L, Quellec G, Mériaudeau F. Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research Data. 6: 14. DOI: 10.3390/data6020014  0.403
2020 Kiser KJ, Ahmed S, Stieb S, Mohamed ASR, Elhalawani H, Park PYS, Doyle NS, Wang BJ, Barman A, Li Z, Zheng WJ, Fuller CD, Giancardo L. PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines. Medical Physics. PMID 32749075 DOI: 10.1002/Mp.14424  0.76
2020 Kim Y, Jiang X, Giancardo L, Pena D, Bukhbinder AS, Amran AY, Schulz PE. Multimodal Phenotyping of Alzheimer's Disease with Longitudinal Magnetic Resonance Imaging and Cognitive Function Data. Scientific Reports. 10: 5527. PMID 32218482 DOI: 10.1038/S41598-020-62263-W  0.312
2020 Pachade S, Porwal P, Kokare M, Giancardo L, Meriaudeau F. Retinal vasculature segmentation and measurement framework for color fundus and SLO images Biocybernetics and Biomedical Engineering. 40: 865-900. DOI: 10.1016/J.Bbe.2020.03.001  0.705
2019 Porwal P, Pachade S, Kokare M, Deshmukh G, Son J, Bae W, Liu L, Wang J, Liu X, Gao L, Wu T, Xiao J, Wang F, Yin B, Wang Y, ... ... Giancardo L, et al. IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge. Medical Image Analysis. 59: 101561. PMID 31671320 DOI: 10.1016/J.Media.2019.101561  0.716
2019 Pena D, Barman A, Suescun J, Jiang X, Schiess MC, Giancardo L. Quantifying Neurodegenerative Progression With DeepSymNet, an End-to-End Data-Driven Approach. Frontiers in Neuroscience. 13: 1053. PMID 31636533 DOI: 10.3389/Fnins.2019.01053  0.371
2019 Sheth SA, Lopez-Rivera V, Barman A, Grotta JC, Yoo AJ, Lee S, Inam ME, Savitz SI, Giancardo L. Machine Learning-Enabled Automated Determination of Acute Ischemic Core From Computed Tomography Angiography. Stroke. STROKEAHA119026189. PMID 31547796 DOI: 10.1161/Strokeaha.119.026189  0.353
2019 Zafar S, McCormick J, Giancardo L, Saidha S, Abraham A, Channa R. Retinal Imaging for Neurological Diseases: "A Window into the Brain". International Ophthalmology Clinics. 59: 137-154. PMID 30585923 DOI: 10.1097/Iio.0000000000000261  0.408
2019 Sheth SA, Inam ME, Barman A, Lee S, Savitz SI, Giancardo L. Abstract WP77: Automated Accurate Determinations of Acute Infarct Core Volumes From CT Angiography Using Machine Learning Stroke. 50. DOI: 10.1161/Str.50.Suppl_1.Wp77  0.339
2018 Peña-Nogales Ó, Ellmore TM, de Luis-García R, Suescun J, Schiess MC, Giancardo L. Longitudinal Connectomes as a Candidate Progression Marker for Prodromal Parkinson's Disease. Frontiers in Neuroscience. 12: 967. PMID 30686966 DOI: 10.3389/Fnins.2018.00967  0.35
2018 Giancardo L, Arevalo O, Tenreiro A, Riascos R, Bonfante E. MRI Compatibility: Automatic Brain Shunt Valve Recognition using Feature Engineering and Deep Convolutional Neural Networks. Scientific Reports. 8: 16052. PMID 30375411 DOI: 10.1038/S41598-018-34164-6  0.396
2018 Porwal P, Pachade S, Kokare M, Giancardo L, Mériaudeau F. Retinal image analysis for disease screening through local tetra patterns. Computers in Biology and Medicine. 102: 200-210. PMID 30308336 DOI: 10.1016/J.Compbiomed.2018.09.028  0.696
2015 Fazlollahi A, Meriaudeau F, Giancardo L, Villemagne VL, Rowe CC, Yates P, Salvado O, Bourgeat P. Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. PMID 26560677 DOI: 10.1016/J.Compmedimag.2015.10.001  0.648
2013 Karnowski TP, Giancardo L, Li Y, Tobin KW, Chaum E. Retina image analysis and ocular telehealth: the Oak Ridge National Laboratory-Hamilton Eye Institute case study. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 7140-3. PMID 24111391 DOI: 10.1109/EMBC.2013.6611204  0.727
2013 Ali S, Sidibé D, Adal KM, Giancardo L, Chaum E, Karnowski TP, Mériaudeau F. Statistical atlas based exudate segmentation. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 37: 358-68. PMID 23896588 DOI: 10.1016/J.Compmedimag.2013.06.006  0.772
2013 Trucco E, Ruggeri A, Karnowski T, Giancardo L, Chaum E, Hubschman JP, Al-Diri B, Cheung CY, Wong D, Abràmoff M, Lim G, Kumar D, Burlina P, Bressler NM, Jelinek HF, et al. Validating retinal fundus image analysis algorithms: issues and a proposal. Investigative Ophthalmology & Visual Science. 54: 3546-59. PMID 23794433 DOI: 10.1167/Iovs.12-10347  0.771
2012 Santos-Villalobos H, Karnowski TP, Aykac D, Giancardo L, Li Y, Nichols T, Tobin KW, Chaum E. Statistical characterization and segmentation of drusen in fundus images. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2011: 6236-41. PMID 22255764 DOI: 10.1109/IEMBS.2011.6091540  0.732
2012 Karnowski TP, Aykac D, Giancardo L, Li Y, Nichols T, Tobin KW, Chaum E. Automatic detection of retina disease: robustness to image quality and localization of anatomy structure. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2011: 5959-64. PMID 22255697 DOI: 10.1109/IEMBS.2011.6091473  0.732
2012 Giancardo L, Meriaudeau F, Karnowski TP, Li Y, Tobin KW, Chaum E. Microaneurysm detection with radon transform-based classification on retina images. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2011: 5939-42. PMID 22255692 DOI: 10.1109/IEMBS.2011.6091562  0.738
2012 Devisetti K, Karnowski TP, Giancardo L, Li Y, Chaum E. Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2011: 3958-61. PMID 22255206 DOI: 10.1109/IEMBS.2011.6090983  0.725
2012 Giancardo L, Meriaudeau F, Karnowski TP, Li Y, Garg S, Tobin KW, Chaum E. Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Analysis. 16: 216-26. PMID 21865074 DOI: 10.1016/J.Media.2011.07.004  0.793
2011 Li Y, Karnowski TP, Tobin KW, Giancardo L, Morris S, Sparrow SE, Garg S, Fox K, Chaum E. A health insurance portability and accountability act-compliant ocular telehealth network for the remote diagnosis and management of diabetic retinopathy. Telemedicine Journal and E-Health : the Official Journal of the American Telemedicine Association. 17: 627-34. PMID 21819244 DOI: 10.1089/Tmj.2011.0004  0.706
2011 Giancardo L, Meriaudeau F, Karnowski TP, Tobin KW, Grisan E, Favaro P, Ruggeri A, Chaum E. Textureless macula swelling detection with multiple retinal fundus images. Ieee Transactions On Bio-Medical Engineering. 58: 795-9. PMID 21118759 DOI: 10.1109/Tbme.2010.2095852  0.788
2011 Karnowski TP, Giancardo L, Aykac D, Tobin KW, Li Y, Garg S, Abramoff MD, Tennant MT, Chaum E. Automating the diagnosis, stratification, and management of diabetic retinopathy using content-based image retrieval in an ocular telehealth network Computational Analysis of the Human Eye With Applications. 417-453. DOI: 10.1142/9789814340304_0014  0.687
2010 Giancardo L, Meriaudeau F, Karnowski TP, Jr KWT, Li Y, Chaum E. Microaneurysms detection with the radon cliff operator in retinal fundus images Proceedings of Spie. 7623. DOI: 10.1117/12.844442  0.77
2009 Karnowski TP, Aykac D, Chaum E, Giancardo L, Li Y, Tobin KW, Abramoff MD. Practical considerations for optic nerve location in telemedicine Proceedings of the 31st Annual International Conference of the Ieee Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, Embc 2009. 6205-6209. DOI: 10.1109/IEMBS.2009.5334626  0.713
2009 Karnowski TP, Aykac D, Chaum E, Giancardo L, Li Y, Tobin KW, Abramoff MD. Evaluating the accuracy of optic nerve detections in retina imaging using complementary methods Ifmbe Proceedings. 25: 160-163. DOI: 10.1007/978-3-642-03891-4-43  0.664
2008 Tobin KW, Abramoff MD, Chaum E, Giancardo L, Govindasamy V, Karnowski TP, Tennant MT, Swainson S. Using a patient image archive to diagnose retinopathy. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5441-4. PMID 19163948 DOI: 10.1109/IEMBS.2008.4650445  0.722
2008 Giancardo L, Abramoff MD, Chaum E, Karnowski TP, Meriaudeau F, Tobin KW. Elliptical local vessel density: a fast and robust quality metric for retinal images Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Conference. 3534-3537. PMID 19163471 DOI: 10.1109/IEMBS.2008.4649968  0.726
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