Phenotiki: an open software and hardware platform for affordable and easy image‐based phenotyping of rosette‐shaped plants
Minervini, Massimo, Giuffrida, Mario V., Perata, Pierdomenico, Tsaftaris, Sotirios A.
Published in The Plant journal : for cell and molecular biology (01.04.2017)
Published in The Plant journal : for cell and molecular biology (01.04.2017)
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Journal Article
Doing More With Less: A Multitask Deep Learning Approach in Plant Phenotyping
Dobrescu, Andrei, Giuffrida, Mario Valerio, Tsaftaris, Sotirios A
Published in Frontiers in plant science (28.02.2020)
Published in Frontiers in plant science (28.02.2020)
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Journal Article
Neural networks memorise personal information from one sample
Hartley, John, Sanchez, Pedro P, Haider, Fasih, Tsaftaris, Sotirios A
Published in Scientific reports (04.12.2023)
Published in Scientific reports (04.12.2023)
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Journal Article
Causal machine learning for healthcare and precision medicine
Sanchez, Pedro, Voisey, Jeremy P, Xia, Tian, Watson, Hannah I, O'Neil, Alison Q, Tsaftaris, Sotirios A
Published in Royal Society open science (03.08.2022)
Published in Royal Society open science (03.08.2022)
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Journal Article
Citizen crowds and experts: observer variability in image-based plant phenotyping
Giuffrida, M Valerio, Chen, Feng, Scharr, Hanno, Tsaftaris, Sotirios A
Published in Plant methods (09.02.2018)
Published in Plant methods (09.02.2018)
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Journal Article
COMT Genetic Reduction Produces Sexually Divergent Effects on Cortical Anatomy and Working Memory in Mice and Humans
Sannino, Sara, Gozzi, Alessandro, Cerasa, Antonio, Piras, Fabrizio, Scheggia, Diego, Managò, Francesca, Damiano, Mario, Galbusera, Alberto, Erickson, Lucy C, De Pietri Tonelli, Davide, Bifone, Angelo, Tsaftaris, Sotirios A, Caltagirone, Carlo, Weinberger, Daniel R, Spalletta, Gianfranco, Papaleo, Francesco
Published in Cerebral cortex (New York, N.Y. 1991) (01.09.2015)
Published in Cerebral cortex (New York, N.Y. 1991) (01.09.2015)
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Journal Article
Adversarial counterfactual augmentation: application in Alzheimer's disease classification
Xia, Tian, Sanchez, Pedro, Qin, Chen, Tsaftaris, Sotirios A
Published in Frontiers in radiology (30.11.2022)
Published in Frontiers in radiology (30.11.2022)
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Journal Article
Learning to Segment From Scribbles Using Multi-Scale Adversarial Attention Gates
Valvano, Gabriele, Leo, Andrea, Tsaftaris, Sotirios A.
Published in IEEE transactions on medical imaging (01.08.2021)
Published in IEEE transactions on medical imaging (01.08.2021)
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Journal Article
Data management challenges for artificial intelligence in plant and agricultural research [version 2; peer review: 2 approved]
Williamson, Hugh F., Brettschneider, Julia, Caccamo, Mario, Davey, Robert P., Goble, Carole, Kersey, Paul J., May, Sean, Morris, Richard J., Ostler, Richard, Pridmore, Tony, Rawlings, Chris, Studholme, David, Tsaftaris, Sotirios A., Leonelli, Sabina
Published in F1000 research (2023)
Published in F1000 research (2023)
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Journal Article
Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap
Litrico, Mattia, Battiato, Sebastiano, Tsaftaris, Sotirios A., Giuffrida, Mario Valerio
Published in Journal of imaging (29.09.2021)
Published in Journal of imaging (29.09.2021)
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Journal Article
Over 30% of patients with splenic marginal zone lymphoma express the same immunoglobulin heavy variable gene: ontogenetic implications
BIKOS, V, DARZENTAS, N, DAGKLIS, A, GANGEMI, F, BOSLER, D. S, BOURIKAS, G, ANAGNOSTOPOULOS, A, TSAFTARIS, A, LANNITTO, E, PONZONI, M, FELMAN, P, BERGER, F, HADZIDIMITRIOU, A, BELESSI, C, GHIA, P, PAPADAKI, T, DOGAN, A, DEGANO, M, MATUTES, E, PIRIS, M. A, OSCIER, D, STAMATOPOULOS, K, DAVIS, Z, HOCKLEY, S, TRAVERSE-GLEHEN, A, ALGARA, P, SANTORO, A, GONZALEZ, D, MOLLEJO, M
Published in Leukemia (01.07.2012)
Published in Leukemia (01.07.2012)
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Journal Article
Machine Learning for Plant Phenotyping Needs Image Processing
Tsaftaris, Sotirios A., Minervini, Massimo, Scharr, Hanno
Published in Trends in plant science (01.12.2016)
Published in Trends in plant science (01.12.2016)
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Journal Article
High‐resolution melting analysis for rapid detection and characterization of Botrytis cinerea phenotypes resistant to fenhexamid and boscalid
Chatzidimopoulos, M, Ganopoulos, I, Madesis, P, Vellios, E, Tsaftaris, A, Pappas, A. C
Published in Plant pathology (01.12.2014)
Published in Plant pathology (01.12.2014)
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Journal Article
Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks
Campello, Víctor M, Xia, Tian, Liu, Xiao, Sanchez, Pedro, Martín-Isla, Carlos, Petersen, Steffen E, Seguí, Santi, Tsaftaris, Sotirios A, Lekadir, Karim
Published in Frontiers in cardiovascular medicine (23.09.2022)
Published in Frontiers in cardiovascular medicine (23.09.2022)
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Journal Article
A different ontogenesis for chronic lymphocytic leukemia cases carrying stereotyped antigen receptors: molecular and computational evidence
DARZENTAS, N, HADZIDIMITRIOU, A, CHIORAZZI, N, BELESSI, C, GHIA, P, ROSENQUIST, R, DAVI, F, STAMATOPOULOS, K, MURRAY, F, HATZI, K, JOSEFSSON, P, LAOUTARIS, N, MORENO, C, ANAGNOSTOPOULOS, A, JURLANDER, J, TSAFTARIS, A
Published in Leukemia (01.01.2010)
Published in Leukemia (01.01.2010)
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Journal Article
MASiVE: Mapping and Analysis of SireVirus Elements in plant genome sequences
Darzentas, N., Bousios, A., Apostolidou, V., Tsaftaris, A. S.
Published in Bioinformatics (01.10.2010)
Published in Bioinformatics (01.10.2010)
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Journal Article
Multimodal MR Synthesis via Modality-Invariant Latent Representation
Chartsias, Agisilaos, Joyce, Thomas, Giuffrida, Mario Valerio, Tsaftaris, Sotirios A.
Published in IEEE transactions on medical imaging (01.03.2018)
Published in IEEE transactions on medical imaging (01.03.2018)
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Journal Article
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning
Xia, Tian, Chartsias, Agisilaos, Tsaftaris, Sotirios A.
Published in Medical image analysis (01.08.2020)
Published in Medical image analysis (01.08.2020)
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Journal Article
Iron deposition following chronic myocardial infarction as a substrate for cardiac electrical anomalies: initial findings in a canine model
Cokic, Ivan, Kali, Avinash, Wang, Xunzhang, Yang, Hsin-Jung, Tang, Richard L Q, Thajudeen, Anees, Shehata, Michael, Amorn, Allen M, Liu, Enzhao, Stewart, Brian, Bennett, Nathan, Harlev, Doron, Tsaftaris, Sotirios A, Jackman, Warren M, Chugh, Sumeet S, Dharmakumar, Rohan
Published in PloS one (16.09.2013)
Published in PloS one (16.09.2013)
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Journal Article