Search Results - "Triantafillou, Eleni"

Birds, bats and beyond: evaluating generalization in bioacoustics models by van Merriënboer, Bart, Hamer, Jenny, Dumoulin, Vincent, Triantafillou, Eleni, Denton, Tom

“…In the context of passive acoustic monitoring (PAM) better models are needed to reliably gain insights from large amounts of raw, unlabeled data. Bioacoustics…”
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Considerations on the current universal vaccination policy against hepatitis A in Greece after recent outbreaks by Mellou, Kassiani, Sideroglou, Theologia, Papaevangelou, Vassiliki, Katsiaflaka, Anna, Bitsolas, Nikolaos, Verykouki, Eleni, Triantafillou, Eleni, Baka, Agoritsa, Georgakopoulou, Theano, Hadjichristodoulou, Christos

“…Greece is the only European Union member state that in 2008 included hepatitis A (HAV) vaccine in the routine national childhood immunization program (NCIP)…”
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Towards Strong Generalization from Few Examples by Triantafillou, Eleni

“…Deep learning has recently driven remarkable progress in several applications, including image classification, speech recognition, autonomous driving, and…”
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A cluster of COVID-19 in pilgrims to Israel by Pavli, Androula, Smeti, Paraskevi, Papadima, Kalliopi, Andreopoulou, Anastasia, Hadjianastasiou, Sofia, Triantafillou, Eleni, Vakali, Annita, Kefaloudi, Chrysovalantou, Pervanidou, Danai, Gogos, Charalambos, Maltezou, Helena C

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Association of Basal and Calcium-stimulated Calcitonin Levels with Pathological Findings After Total Thyroidectomy by Papadakis, Georgios, Keramidas, Ioannis, Triantafillou, Eleni, Kanouta, Fotini, Pappa, Theodora, Kaltzidou, Victoria, Tertipi, Athanasia, Iordanidou, Lydia, Trivizaki, Erasmia, Vecchini, Gino, Villiotou, Vassiliki, Pappas, Anastasios

“…Medullary thyroid carcinoma (MTC) originates from thyroid C-cells and is a calcitonin-secreting tumor. Calcitonin is also elevated in C-cell hyperplasia (CCH)…”
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Biochemical Effects of Levothyroxine Withdrawal in Patients with Differentiated Thyroid Cancer by Papadakis, Georgios, Kalaitzidou, Styliani, Triantafillou, Eleni, Drosou, Aspasia, Kakava, Kassiani, Dogkas, Nikolaos, Pappa, Theodora, Kaltzidou, Victoria, Tertipi, Athanasia, Villiotou, Vassiliki, Pappas, Anastasios

“…Patients with differentiated thyroid carcinoma (DTC) are submitted to withdrawal of levothyroxine (LT4) aftter thyroidectomy, in order to undergo radiodine…”
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Seasonal variation of serum vitamin D among Greek female patients with osteoporosis by Papadakis, Georgios, Keramidas, Ioannis, Kakava, Kassiani, Pappa, Theodora, Villiotou, Vassiliki, Triantafillou, Eleni, Drosou, Aspasia, Tertipi, Athanasia, Kaltzidou, Victoria, Pappas, Anastasios

“…Vitamin D (vitD) levels are positively associated with bone health and seasonality affects serum vit D. The aim of the study was to investigate the degree of…”
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Thyroid ultrasonographic charasteristics and Bethesda results after FNAB by Triantafillou, Eleni, Papadakis, Georgios, Kanouta, Fotini, Kalaitzidou, Styliani, Drosou, Aspasia, Sapera, Angeliki, Tampouratzi, Dimitra, Kotis, Michalis, Kyrimis, Taxiarchis, Dracopoulou, Anna, Veniou, Eirini, Karavasili, Chrysa, Kaltzidou, Victoria, Plyta, Styliani, Tertipi, Athanasia

“…Thyroid nodular disease (TND) is a frequent clinical problem and the major concern is the probability of malignancy in a solitary nodule or in one or more…”
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Outcomes of surgery and radioiodine treatment for neck recurrence in papillary thyroid cancer by Kalaitzidou, Styliani, Papadakis, Georgios, Sapera, Aggeliki, Tampouratzi, Dimitra, Drosou, Aspasia, Triantafillou, Eleni, Kotis, Michalis, Aravantinou, Aggeliki, Roumpidaki, Zoi, Gkioxaris, Vasileios, Karavasili, Chrysa, Dracopoulou, Anna, Kaltzidou, Victoria, Veniou, Irini, Karelas, Ioannis, Stampouloglou, Pavlos, Sarof, Pavlos, Petridis, Nicolaos, Papadouli, Despina, Iordanidou, Lydia, Trivizaki, Erasmia, Manikis, Panagiotis, Efstathiou, Ilias, Tertipi, Athanasia

“…Persistent/recurrent disease in the neck is frequent in patients with papillary thyroid cancer (PTC). The goal of this study was to evaluate the efficacy of…”
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Machine Unlearning in Learned Databases: An Experimental Analysis by Kurmanji, Meghdad, Triantafillou, Eleni, Triantafillou, Peter

“…Machine learning models based on neural networks (NNs) are enjoying ever-increasing attention in the DB community. However, an important issue has been largely…”
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Data Selection for Transfer Unlearning by Sepahvand, Nazanin Mohammadi, Dumoulin, Vincent, Triantafillou, Eleni, Dziugaite, Gintare Karolina

“…As deep learning models are becoming larger and data-hungrier, there are growing ethical, legal and technical concerns over use of data: in practice,…”
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Primary thyroid lymphoma: The two ends of the spectrum by Triantafillou, Eleni, Papadakis, Georgios, Tzaida, Olympia, Papazian, Maria, Megalakaki, Aikaterini, Moustakas, Konstantinos, Keramidas, Ioannis, Kaltzidou, Victoria, Tertipi, Athanasia, Pappas, Anastasios

“…We describe two different cases of prinary thyroid lymphoma (PTL). PTL is a rare malignancy. Nevertheless, it frequently presents diagnostic and therapeutic…”
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Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy by Hayes, Jamie, Shumailov, Ilia, Triantafillou, Eleni, Khalifa, Amr, Papernot, Nicolas

“…The high cost of model training makes it increasingly desirable to develop techniques for unlearning. These techniques seek to remove the influence of a…”
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Towards Unbounded Machine Unlearning by Kurmanji, Meghdad, Triantafillou, Peter, Hayes, Jamie, Triantafillou, Eleni

“…Deep machine unlearning is the problem of `removing' from a trained neural network a subset of its training set. This problem is very timely and has many…”
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What makes unlearning hard and what to do about it by Zhao, Kairan, Kurmanji, Meghdad, Bărbulescu, George-Octavian, Triantafillou, Eleni, Triantafillou, Peter

“…Machine unlearning is the problem of removing the effect of a subset of training data (the ''forget set'') from a trained model without damaging the model's…”
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Considerations on the Current Universal Vaccination Policy against Hepatitis A in Greece after Recent Outbreaks: e0116939 by Mellou, Kassiani, Sideroglou, Theologia, Papaevangelou, Vassiliki, Katsiaflaka, Anna, Bitsolas, Nikolaos, Verykouki, Eleni, Triantafillou, Eleni, Baka, Agoritsa, Georgakopoulou, Theano, Hadjichristodoulou, Christos

“…Greece is the only European Union member state that in 2008 included hepatitis A (HAV) vaccine in the routine national childhood immunization program (NCIP)…”
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BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics by Hamer, Jenny, Triantafillou, Eleni, van Merriënboer, Bart, Kahl, Stefan, Klinck, Holger, Denton, Tom, Dumoulin, Vincent

“…The ability for a machine learning model to cope with differences in training and deployment conditions--e.g. in the presence of distribution shift or the…”
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UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI by Shumailov, Ilia, Hayes, Jamie, Triantafillou, Eleni, Ortiz-Jimenez, Guillermo, Papernot, Nicolas, Jagielski, Matthew, Yona, Itay, Howard, Heidi, Bagdasaryan, Eugene

“…Exact unlearning was first introduced as a privacy mechanism that allowed a user to retract their data from machine learning models on request. Shortly after,…”
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In Search for a Generalizable Method for Source Free Domain Adaptation by Boudiaf, Malik, Denton, Tom, van Merriënboer, Bart, Dumoulin, Vincent, Triantafillou, Eleni

“…Source-free domain adaptation (SFDA) is compelling because it allows adapting an off-the-shelf model to a new domain using only unlabelled data. In this work,…”
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Learning a Universal Template for Few-shot Dataset Generalization by Triantafillou, Eleni, Larochelle, Hugo, Zemel, Richard, Dumoulin, Vincent

“…Few-shot dataset generalization is a challenging variant of the well-studied few-shot classification problem where a diverse training set of several datasets…”
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