Luca Giancardo

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Venues

ISBI

CoRR

EMBC

Medical Imaging: Computer-Aided Diagnosis

University of Burgundy, Dijon, France (PHD)

Education History

University of Burgundy, Dijon, France

PHD

Publications

Shikha Tripathi, Alejandro Acien, Ashley A Holmes, Teresa Arroyo-Gallego, Luca Giancardo
Generalizing Parkinson's disease detection using keystroke dynamics: a self-supervised approach. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Shikha Tripathi, Teresa Arroyo-Gallego, Luca Giancardo
Keystroke-Dynamics for Parkinson's Disease Signs Detection in an At-Home Uncontrolled Population: A New Benchmark and Method. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Surabhi Datta, Tasneem Kaochar, Hio Cheng Lam, Nelly Nwosu, Luca Giancardo, Alice Z. Chuang, Robert M. Feldman, Kirk Roberts
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes. CoRR (2023)
Runzhi Zhou, Alice Z. Chuang, Robert M. Feldman, Luca Giancardo
MVGL-Net: A generalizable multi-view convolutional network for anterior segment OCT. Biomed. Signal Process. Control. 85 (2023)
Shikha Tripathi, Alejandro Acien, Ashley A Holmes, Teresa Arroyo-Gallego, Luca Giancardo
Self-Supervised Learning with Touchscreen Typing. A Generalizable Strategy for Parkinson's Disease Detection Across Datasets. BCB (2023)
Samiksha Pachade, Surabhi Datta, Y. Dong, Sergio Salazar Marioni, Rania Abdelkhaleq, A Niktabe, Kirk Roberts, S. A. Sheth, Luca Giancardo
Self-Supervised Learning with Radiology Reports, A Comparative Analysis of Strategies for Large Vessel Occlusion and Brain CTA Images. ISBI (2023)
Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR (2023)
Shikha Tripathi, P. Mattioli, C. Liguori, A. Chiaravalloti, D. Arnaldi, Luca Giancardo
Brain Hemisphere Dissimilarity, a Self-Supervised Learning Approach for alpha-synucleinopathies prediction with FDG PET. ISBI (2023)
Ivan Coronado, Samiksha Pachade, H. Dawoodally, Sergio Salazar Marioni, Juntao Yan, Rania Abdelkhaleq, M. Bahrainian, Amanda Jagolino-Cole, Roomasa Channa, Sunil A. Sheth, Luca Giancardo
Foveal Avascular Zone Segmentation Using Deep Learning-Driven Image-Level Optimization and Fundus Photographs. ISBI (2023)
Zhao Li, Rongbin Li, Kendall J. Kiser, Luca Giancardo, W. Jim Zheng
Segmenting thoracic cavities with neoplastic lesions: a head-to-head benchmark with fully convolutional neural networks. BCB (2021)
Kendall J. Kiser, Arko Barman, Sonja Stieb, Clifton D. Fuller, Luca Giancardo
Novel Autosegmentation Spatial Similarity Metrics Capture the Time Required to Correct Segmentations Better Than Traditional Metrics in a Thoracic Cavity Segmentation Workflow. J. Digit. Imaging 34 (3) (2021)
Ivan Coronado, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar Marioni, Amanda Jagolino-Cole, Roomasa Channa, Samiksha Pachade, Sunil A. Sheth, Luca Giancardo
Towards Stroke Biomarkers on Fundus Retinal Imaging: A Comparison Between Vasculature Embeddings and General Purpose Convolutional Neural Networks. EMBC (2021)
Shuyang Fan, Mehmet Enes Inam, Danilo A. Peña, Peng Roc Chen, Luca Giancardo
X-Ray Based Automatic Detection Of Brain Coil Compaction Using Unsupervised Learning. ISBI (2021)
Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwénolé Quellec, Fabrice Mériaudeau
Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research. Data 6 (2) (2021)
Sheeba J. Sujit, Eliana Bonfante, Azin Aein, Ivan Coronado, Roy Riascos-Castaneda, Luca Giancardo
Deep learning enabled brain shunt valve identification using mobile phones. Comput. Methods Programs Biomed. 210 (2021)
Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau
NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation. Medical Image Anal. 74 (2021)
Arko Barman, Victor Lopez-Rivera, Songmi Lee, Farhaan S. Vahidy, James Z. Fan, Sean I. Savitz, Sunil A. Sheth, Luca Giancardo
Combining symmetric and standard deep convolutional representations for detecting brain hemorrhage. Medical Imaging: Computer-Aided Diagnosis (2020)
Rui Zhang, Luca Giancardo, Danilo A. Peña, Yejin Kim, Hanghang Tong, Xiaoqian Jiang
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort. CoRR (2019)
Arko Barman, Mehmet Enes Inam, Songmi Lee, Sean Savitz, Sunil Sheth, Luca Giancardo
Determining Ischemic Stroke From CT-Angiography Imaging Using Symmetry-Sensitive Convolutional Networks. ISBI (2019)
Seymanur Capoglu, Jude P. Savarraj, Sunil A. Sheth, H. Alex Choi, Luca Giancardo
Representation Learning of 3D Brain Angiograms, an Application for Cerebral Vasospasm Prediction. EMBC (2019)
Xinyuan Zhang, Sicheng Zhou, Luca Giancardo, Cui Tao
Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural Networks. AMIA (2018)
Luca Giancardo, Timothy M. Ellmore, Jessika Suescun, Laura Ocasio, Arash Kamali, Roy Riascos-Castaneda, Mya C. Schiess
Longitudinal connectome-based predictive modeling for REM sleep behavior disorder from structural brain connectivity. Medical Imaging: Computer-Aided Diagnosis (2018)
Prasanna Porwal, Samiksha Pachade, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau
Retinal image analysis for disease screening through local tetra patterns. Comput. Biol. Medicine 102 (2018)
Luca Giancardo, Kirk Roberts, Zhongming Zhao
Representation Learning for Retinal Vasculature Embeddings. FIFI/OMIA@MICCAI (2017)
Teresa Arroyo-Gallego, María-Jesus Ledesma-Carbayo, Alvaro Sanchez-Ferro, Ian Butterworth, Carlos S. Mendoza, Michele Matarazzo, Paloma Montero, Roberto Lopez-Blanco, Verónica P. Casaliglla, Rocio Trincado, Luca Giancardo
Detection of Motor Impairment in Parkinson's Disease Via Mobile Touchscreen Typing. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Luca Giancardo, Alvaro Sanchez-Ferro, Teresa Arroyo-Gallego, Ian Butterworth, Carlos S. Mendoza, Paloma Montero, Michele Matarazzo, José A. Obeso, Martha L. Gray, Raúl San José Estépar
Computer keyboard interaction as an indicator of early Parkinson's disease. CoRR (2016)
Amir Fazlollahi, Fabrice Mériaudeau, Luca Giancardo, Victor L. Villemagne, Christopher Rowe, Paul A. Yates, Olivier Salvado, Pierrick Bourgeat
Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging. Comput. Medical Imaging Graph. 46 (2015)
Aurélien Bourquard, Ian Butterworth, Alvaro Sanchez-Ferro, Luca Giancardo, Luis Soenksen, Carolina Cerrato, Rafael Flores, Carlos Castro-Gonzalez
Analysis of white blood cell dynamics in nailfold capillaries. EMBC (2015)
Luca Dodero, Sebastiano Vascon, Luca Giancardo, Alessandro Gozzi, Diego Sona, Vittorio Murino
Automatic White Matter Fiber Clustering Using Dominant Sets. PRNI (2013)
Luca Giancardo, Thomas P. Karnowski, Kenneth W. Tobin, Fabrice Mériaudeau, Edward Chaum
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS (2013)
Sharib Ali, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37 (5-6) (2013)
Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study. EMBC (2013)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Seema Garg, Kenneth W. Tobin, Edward Chaum
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Anal. 16 (1) (2012)
Luca Giancardo, Diego Sona, Diego Scheggia, Francesco Papaleo, Vittorio Murino
Segmentation and tracking of multiple interacting mice by temperature and shape information. ICPR (2012)
Luca Giancardo, Diego Sona, Alessandro Gozzi, Angelo Bifone, Vittorio Murino, Sara Migliarini, Giulia Pacini, Barbara Pelosi, Massimo Pasqualetti
Automatic Tractography Analysis through Sparse Networks in Case-Control Studies. PRNI (2012)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Enrico Grisan, Paolo Favaro, Alfredo Ruggeri, Edward Chaum
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC (2011)
K. Devisetti, Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Edward Chaum
Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Automatic retina exudates segmentation without a manually labelled training set. ISBI (2011)
Hector J. Santos-Villalobos, Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Statistical characterization and segmentation of drusen in fundus images. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Microaneurysm detection with radon transform-based classification on retina images. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Kamowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Automatic quality enhancement and nerve fibre layer artefacts removal in retina fundus images by off axis imaging. ICIP (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Yaqin Li, Edward Chaum
Microaneurysms detection with the radon cliff operator in retinal fundus images. Medical Imaging: Image Processing (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Giancardo