Search Results - "Alvarez, David Vicente"

Information Retrieval in an Infodemic: The Case of COVID-19 Publications by Teodoro, Douglas, Ferdowsi, Sohrab, Borissov, Nikolay, Kashani, Elham, Vicente Alvarez, David, Copara, Jenny, Gouareb, Racha, Naderi, Nona, Amini, Poorya

“…Background The COVID-19 global health crisis has led to an exponential surge in published scientific literature. In an attempt to tackle the pandemic,…”
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Exploring Medical Career Choice to Better Inform Swiss Physician Workforce Planning: Protocol for a National Cohort Study by Abbiati, Milena, Nendaz, Mathieu R, Cerutti, Bernard, Brodmann Mäder, Monika, Spinas, Giatgen A, Vicente Alvarez, David, Teodoro, Douglas, Savoldelli, Georges L, Bajwa, Nadia M

“…A medical student's career choice directly influences the physician workforce shortage and the misdistribution of resources. First, individual and contextual…”
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Transformer Performance for Chemical Reactions: Analysis of Different Predictive and Evaluation Scenarios by Jaume-Santero, Fernando, Bornet, Alban, Valery, Alain, Naderi, Nona, Vicente Alvarez, David, Proios, Dimitrios, Yazdani, Anthony, Bournez, Colin, Fessard, Thomas, Teodoro, Douglas

“…The prediction of chemical reaction pathways has been accelerated by the development of novel machine learning architectures based on the deep learning…”
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Utilizing Artificial Intelligence to Manage COVID-19 Scientific Evidence Torrent with Risklick AI: A Critical Tool for Pharmacology and Therapy Development by Haas, Quentin, Alvarez, David Vicente, Borissov, Nikolay, Ferdowsi, Sohrab, von Meyenn, Leonhard, Trelle, Sven, Teodoro, Douglas, Amini, Poorya

“…The SARS-CoV-2 pandemic has led to one of the most critical and boundless waves of publications in the history of modern science. The necessity to find and…”
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Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective study by Ferdowsi, Sohrab, Knafou, Julien, Borissov, Nikolay, Vicente Alvarez, David, Mishra, Rahul, Amini, Poorya, Teodoro, Douglas

“…Success rate of clinical trials (CTs) is low, with the protocol design itself being considered a major risk factor. We aimed to investigate the use of deep…”
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Vaccine Development in the Time of COVID-19: The Relevance of the Risklick AI to Assist in Risk Assessment and Optimize Performance by Haas, Quentin, Borisov, Nikolay, Alvarez, David Vicente, Ferdowsi, Sohrab, von Meyenn, Leonhard, Teodoro, Douglas, Amini, Poorya

“…The 2019 coronavirus (COVID-19) pandemic revealed the urgent need for the acceleration of vaccine development worldwide. Rapid vaccine development poses…”
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DS4DH at #SMM4H 2023: Zero-Shot Adverse Drug Events Normalization using Sentence Transformers and Reciprocal-Rank Fusion by Yazdani, Anthony, Rouhizadeh, Hossein, Alvarez, David Vicente, Teodoro, Douglas

“…This paper outlines the performance evaluation of a system for adverse drug event normalization, developed by the Data Science for Digital Health (DS4DH) group…”
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