Advantages and limitations of large language models for antibiotic prescribing and antimicrobial stewardship

Authors: Daniele Roberto Giacobbe, Cristina Marelli, Bianca La Manna, Donatella Padua, Alberto Malva, Sabrina Guastavino, Alessio Signori, Sara Mora, Nicola Rosso, Cristina Campi, Michele Piana, Ylenia Murgia, Mauro Giacomini, Matteo Bassetti

Source: npj Antimicrobials and Resistance, Vol 3, Iss 1, Pp 1-10 (2025)

Subject Terms: Microbiology, QR1-502

File Description: electronic resource

Relation: https://doaj.org/toc/2731-8745

Access URL: https://doaj.org/article/39b0149cba4041f3a0fed5bf6031da91

Localized FDG loss in lung cancer lesions

Authors: Davide Parodi, Edoardo Dighero, Giorgia Biddau, Francesca D’Amico, Matteo Bauckneht, Cecilia Marini, Sara Garbarino, Cristina Campi, Michele Piana, Gianmario Sambuceti

Source: EJNMMI Research, Vol 14, Iss 1, Pp 1-10 (2024)

Subject Terms: Compartmental analysis, Voxel-wise analysis, Patlak analysis, FDG release, Lung cancer, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2191-219X

Access URL: https://doaj.org/article/559de17b4a6043bd92939bf073511964

Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images

Authors: Giulio Paolucci, Isabella Cama, Cristina Campi, Michele Piana

Source: BMC Medical Imaging, Vol 24, Iss 1, Pp 1-14 (2024)

Subject Terms: Image segmentation, X-ray Computed Tomography (CT), Three-dimensional level set methods, Sarcopenia, Medical technology, R855-855.5

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2342

Access URL: https://doaj.org/article/cc59320bcbf24919862eed49db3b2f6a

PCA-based synthetic sensitivity coefficients for chemical reaction network in cancer

Authors: Giorgia Biddau, Giacomo Caviglia, Michele Piana, Sara Sommariva

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)

Subject Terms: Chemical reaction networks, In-silico simulation, Colorectal cancer, Principal component analysis, Sensitivity analysis, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/3fc069b55c5242c894137aee35a635c0

Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers

Authors: Edoardo Legnaro, Sabrina Guastavino, Michele Piana, Anna Maria Massone

Source: The Astrophysical Journal, Vol 981, Iss 2, p 157 (2025)

Subject Terms: Convolutional neural networks, Solar active regions, Space weather, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/1538-4357

Access URL: https://doaj.org/article/b99e79ddf1b54fb981c3c899b69c4df5

On the Stability of an Atomically‐Dispersed Fe−N−C ORR Catalyst: An In Situ XAS Study in a PEMFC

Authors: Davide Menga, Yan‐Sheng Li, Ana Marija Damjanović, Olivier Proux, Friedrich E. Wagner, Tim‐Patrick Fellinger, Hubert A. Gasteiger, Michele Piana

Source: ChemElectroChem, Vol 11, Iss 18, Pp n/a-n/a (2024)

Subject Terms: PEM fuel cell, Fe−N−C ORR catalyst, In situ XAS, Degradation, Stability, Industrial electrochemistry, TP250-261, Chemistry, QD1-999

File Description: electronic resource

Relation: https://doaj.org/toc/2196-0216

Access URL: https://doaj.org/article/f5242a6c30f745e0b69d48a897265b2f

Gene’s expression underpinning the divergent predictive value of [18F]F-fluorodeoxyglucose and prostate-specific membrane antigen positron emission tomography in primary prostate cancer: a bioinformatic and experimental study

Authors: Matteo Bauckneht, Cecilia Marini, Vanessa Cossu, Cristina Campi, Mattia Riondato, Silvia Bruno, Anna Maria Orengo, Francesca Vitale, Sonia Carta, Silvia Chiola, Sabrina Chiesa, Alberto Miceli, Francesca D’Amico, Giuseppe Fornarini, Carlo Terrone, Michele Piana, Silvia Morbelli, Alessio Signori, Paola Barboro, Gianmario Sambuceti

Source: Journal of Translational Medicine, Vol 21, Iss 1, Pp 1-12 (2023)

Subject Terms: Prostate cancer, Glucose metabolism, Prostate-specific membrane antigen, Positron emission tomography, Prognosis, Medicine

File Description: electronic resource

Relation: https://doaj.org/toc/1479-5876

Access URL: https://doaj.org/article/6cd832d06026417086a422455d891893

Prediction of severe thunderstorm events with ensemble deep learning and radar data

Authors: Sabrina Guastavino, Michele Piana, Marco Tizzi, Federico Cassola, Antonio Iengo, Davide Sacchetti, Enrico Solazzo, Federico Benvenuto

Source: Scientific Reports, Vol 12, Iss 1, Pp 1-14 (2022)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/1f16cd36b2fa4faf9e69fc9510fc64af

In-silico modelling of the mitogen-activated protein kinase (MAPK) pathway in colorectal cancer: mutations and targeted therapy

Authors: Sara Sommariva, Silvia Berra, Giorgia Biddau, Giacomo Caviglia, Federico Benvenuto, Michele Piana

Source: Frontiers in Systems Biology, Vol 3 (2023)

Subject Terms: colorectal cancer, MAPK pathway, mutations, targeted therapy, chemical reaction networks, dynamical systems, Physiology, QP1-981

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fsysb.2023.1207898/full; https://doaj.org/toc/2674-0702

Access URL: https://doaj.org/article/9aeaf1bd1ad3482384a2370e9f10206e

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches

Authors: Sabrina Guastavino, Katsiaryna Bahamazava, Emma Perracchione, Fabiana Camattari, Gianluca Audone, Daniele Telloni, Roberto Susino, Gianalfredo Nicolini, Silvano Fineschi, Michele Piana, Anna Maria Massone

Source: The Astrophysical Journal, Vol 971, Iss 1, p 94 (2024)

Subject Terms: Space weather, Solar wind, Neural networks, Classification, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/1538-4357

Access URL: https://doaj.org/article/a975427f91e0457cb2d61e92e047c8c8

Operational solar flare forecasting via video-based deep learning

Authors: Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana

Source: Frontiers in Astronomy and Space Sciences, Vol 9 (2023)

Subject Terms: solar flares, deep learning, evaluation metrics, operational forecasting, machine learning, Astronomy, QB1-991, Geophysics. Cosmic physics, QC801-809

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fspas.2022.1039805/full; https://doaj.org/toc/2296-987X

Access URL: https://doaj.org/article/e7704567e21d415fa6902b064f83978e

Editorial: Data science in neuro- and onco-biology

Authors: Sara Sommariva, Narayan Puthanmadam Subramaniyam, Michele Piana

Source: Frontiers in Applied Mathematics and Statistics, Vol 9 (2023)

Subject Terms: machine learning, biomedical data analysis, oncobiology, neurobiology, system biology, complex system, Applied mathematics. Quantitative methods, T57-57.97, Probabilities. Mathematical statistics, QA273-280

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fams.2023.1175331/full; https://doaj.org/toc/2297-4687

Access URL: https://doaj.org/article/c2fc21151e014ec096fe5dc974edec87

The Solar Particle Acceleration Radiation and Kinetics (SPARK) Mission Concept

Authors: Hamish A. S. Reid, Sophie Musset, Daniel F. Ryan, Vincenzo Andretta, Frédéric Auchère, Deborah Baker, Federico Benvenuto, Philippa Browning, Éric Buchlin, Ariadna Calcines Rosario, Steven D. Christe, Alain Jody Corso, Joel Dahlin, Silvia Dalla, Giulio Del Zanna, Carsten Denker, Jaroslav Dudík, Robertus Erdélyi, Ilaria Ermolli, Lyndsay Fletcher, Andrzej Fludra, Lucie M. Green, Mykola Gordovskyy, Salvo L. Guglielmino, Iain Hannah, Richard Harrison, Laura A. Hayes, Andrew R. Inglis, Natasha L. S. Jeffrey, Jana Kašparová, Graham S. Kerr, Christian Kintziger, Eduard P. Kontar, Säm Krucker, Timo Laitinen, Philippe Laurent, Olivier Limousin, David M. Long, Shane A. Maloney, Paolo Massa, Anna Maria Massone, Sarah Matthews, Tomasz Mrozek, Valery M. Nakariakov, Susanna Parenti, Michele Piana, Vanessa Polito, Melissa Pesce-Rollins, Paolo Romano, Alexis P. Rouillard, Clementina Sasso, Albert Y. Shih, Marek Stęślicki, David Orozco Suárez, Luca Teriaca, Meetu Verma, Astrid M. Veronig, Nicole Vilmer, Christian Vocks, Alexander Warmuth

Source: Aerospace, Vol 10, Iss 12, p 1034 (2023)

Subject Terms: particle acceleration, magnetic reconnection, instrumentation, corona, coronal mass ejections (CMEs), flares, Motor vehicles. Aeronautics. Astronautics, TL1-4050

File Description: electronic resource

Relation: https://www.mdpi.com/2226-4310/10/12/1034; https://doaj.org/toc/2226-4310

Access URL: https://doaj.org/article/7de951d7474e42deb96132d1967570a2

The Large Imaging Spectrometer for Solar Accelerated Nuclei (LISSAN): A Next-Generation Solar γ-ray Spectroscopic Imaging Instrument Concept

Authors: Daniel F. Ryan, Sophie Musset, Hamish A. S. Reid, Säm Krucker, Andrea F. Battaglia, Eric Bréelle, Claude Chapron, Hannah Collier, Joel Dahlin, Carsten Denker, Ewan Dickson, Peter T. Gallagher, Iain Hannah, Natasha L. S. Jeffrey, Jana Kašparová, Eduard Kontar, Philippe Laurent, Shane A. Maloney, Paolo Massa, Anna Maria Massone, Tomasz Mrozek, Damien Pailot, Melody Pallu, Melissa Pesce-Rollins, Michele Piana, Illya Plotnikov, Alexis Rouillard, Albert Y. Shih, David Smith, Marek Steslicki, Muriel Z. Stiefel, Alexander Warmuth, Meetu Verma, Astrid Veronig, Nicole Vilmer, Christian Vocks, Anna Volpara

Source: Aerospace, Vol 10, Iss 12, p 985 (2023)

Subject Terms: particle acceleration, magnetic reconnection, instrumentation, techniques: imaging spectroscopy, corona, coronal mass ejections (CMEs), Motor vehicles. Aeronautics. Astronautics, TL1-4050

File Description: electronic resource

Relation: https://www.mdpi.com/2226-4310/10/12/985; https://doaj.org/toc/2226-4310

Access URL: https://doaj.org/article/a69fad475823477987444259a129e62b

Computational quantification of global effects induced by mutations and drugs in signaling networks of colorectal cancer cells

Authors: Sara Sommariva, Giacomo Caviglia, Silvia Ravera, Francesco Frassoni, Federico Benvenuto, Lorenzo Tortolina, Nicoletta Castagnino, Silvio Parodi, Michele Piana

Source: Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/802c1bfca65b4b31bfbc6dfdc6509270

Development and definition of a simplified scoring system in patients with multiple myeloma undergoing stem cells transplantation on standard computed tomography: myeloma spine and bone damage score (MSBDS)

Authors: Alberto Stefano Tagliafico, Liliana Belgioia, Alessandro Bonsignore, Alessio Signori, Matteo Formica, Federica Rossi, Michele Piana, Daniela Schenone, Alida Dominietto

Source: Cancer Imaging, Vol 20, Iss 1, Pp 1-6 (2020)

Subject Terms: Multiple myeloma, Computed tomography, Score, Fracture, Risk, Stem cell transplantation, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s40644-020-00306-1; https://doaj.org/toc/1470-7330

Access URL: https://doaj.org/article/85b3d1e567f74be8a02014eb6ce9cf9d

18F-FDG-PET correlates of aging and disease course in ALS as revealed by distinct PVC approaches

Authors: Pilar M. Ferraro, Cristina Campi, Alberto Miceli, Claudia Rolla-Bigliani, Matteo Bauckneht, Lorenzo Gualco, Michele Piana, Cecilia Marini, Lucio Castellan, Silvia Morbelli, Claudia Caponnetto, Gianmario Sambuceti, Luca Roccatagliata

Source: European Journal of Radiology Open, Vol 9, Iss , Pp 100394- (2022)

Subject Terms: 18F-FDG positron emission tomography, Magnetic resonance imaging, Partial volume correction, Amyotrophic lateral sclerosis, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352047722000016; https://doaj.org/toc/2352-0477

Access URL: https://doaj.org/article/457e35393b374a00b12333744901d21e

Freehand 1.5T MR-Guided Vacuum-Assisted Breast Biopsy (MR-VABB): Contribution of Radiomics to the Differentiation of Benign and Malignant Lesions

Authors: Alberto Stefano Tagliafico, Massimo Calabrese, Nicole Brunetti, Alessandro Garlaschi, Simona Tosto, Giuseppe Rescinito, Gabriele Zoppoli, Michele Piana, Cristina Campi

Source: Diagnostics, Vol 13, Iss 6, p 1007 (2023)

Subject Terms: breast cancer, MR-guided vacuum-assisted breast biopsy, radiomics, magnetic resonance imaging, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/13/6/1007; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/561b8f155c3d4a98b0426a6af7bc452a

Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks

Authors: Daniele Telloni, Maurizio Lo Schiavo, Enrico Magli, Silvano Fineschi, Sabrina Guastavino, Gianalfredo Nicolini, Roberto Susino, Silvio Giordano, Francesco Amadori, Valentina Candiani, Anna Maria Massone, Michele Piana

Source: The Astrophysical Journal, Vol 952, Iss 2, p 111 (2023)

Subject Terms: Solar coronal mass ejections, Neural networks, Heliosphere, Solar-terrestrial interactions, Solar wind, Solar storm, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/1538-4357

Access URL: https://doaj.org/article/7f2f4e7758664e69b61d391cffdb696d

Unbiased CLEAN for STIX in Solar Orbiter

Authors: Emma Perracchione, Fabiana Camattari, Anna Volpara, Paolo Massa, Anna Maria Massone, Michele Piana

Source: The Astrophysical Journal Supplement Series, Vol 268, Iss 2, p 68 (2023)

Subject Terms: Solar x-ray flares, Astronomy image processing, X-ray telescopes, Interdisciplinary astronomy, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/0067-0049

Access URL: https://doaj.org/article/196832624d6a4caba36575f527f6b0df