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2025-11-09
12:02
Brain MRI Screening Tool with Federated Learning / Stoklasa, Roman (CERN ; Masaryk U., Brno (main)) ; Stathopoulos, Ioannis (CERN ; Athens Natl. Capodistrian U.) ; Karavasilis, Efstratios (Democritus U., Thrace) ; Efstathopoulos, Efstathios (Athens Natl. Capodistrian U.) ; Dostál, Marek (Masaryk U., Brno (main)) ; Keřkovský, Miloš (Masaryk U., Brno (main)) ; Kozubek, Michal (Masaryk U., Brno (main)) ; Serio, Luigi (CERN)
In clinical practice, we often see significant delays between MRI scans and the diagnosis made by radiologists, even for severe cases. [...]
2024 - 5.

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2025-11-09
12:02
Physical Properties of Materials and Testing Methods / Arauzo, Ana (U. Zaragoza (main))
The use of materials in particle accelerator applications implies the consideration of physical properties in different environments than usual industrial applications. [...]
arXiv:2509.19872. - 2025 - 15.
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2025-11-09
12:02
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers / Santos, Diogo Reis (CERN) ; Aillet, Albert Sund (CERN) ; Boiano, Antonio (Unlisted, IT) ; Milasheuski, Usevalad (Unlisted, IT ; CNR, Italy) ; Giusti, Lorenzo (CERN) ; Gennaro, Marco Di (Unlisted, IT) ; Kianoush, Sanaz (CNR, Italy) ; Barbieri, Luca (Unlisted, IT) ; Nicoli, Monica (CERN) ; Carminati, Michele (Unlisted, IT) et al.
The rapid evolution of artificial intelligence (AI) technologies holds transformative potential for the healthcare sector. [...]
2024 - 7.

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2025-11-09
12:02
LEMURS dataset: Large-scale multi-detector ElectroMagnetic Universal Representation of Showers / McKeown, Peter (CERN) ; Raikwar, Piyush (CERN) ; Zaborowska, Anna (CERN)
We present LEMURS: an extensive dataset of simulated calorimeter showers designed to support the development and benchmarking of fast simulation methods in high-energy physics, most notably providing a step towards the development of foundation models. [...]
arXiv:2509.05108. - 2025 - 17.
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2025-11-09
12:02
Introduction to Engineering Materials / Arauzo, Ana (U. Zaragoza (main))
This lecture presents an overview of the basic concepts and fundamentals of Engineering Materials within the framework of accelerator applications. [...]
arXiv:2509.20413. - 2025 - 10.
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2025-11-09
12:02
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation / Santos, Diogo Reis (CERN) ; Protani, Andrea (CERN ; U. Rome La Sapienza (main)) ; Giusti, Lorenzo (CERN) ; Aillet, Albert Sund (CERN) ; Brutti, Pierpaolo (U. Rome La Sapienza (main) ; CERN) ; Serio, Luigi (CERN)
Early detection of atrial fibrillation (AFib) is challenging due to its asymptomatic and paroxysmal nature. [...]
2024 - 4.

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2025-11-08
04:16
The role of final-state interaction modeling in neutrino energy reconstruction and oscillation measurements / Liu, Yinrui (Chicago U.) ; Munteanu, Laura (CERN) ; Dolan, Stephen (CERN)
Next-generation long-baseline neutrino oscillation experiments promise to provide dramatically improved measurements of PMNS neutrino oscillation parameters, including measurements of charge-parity violation in the lepton sector, in addition to searches for new physics. [...]
arXiv:2511.03964. - 8.
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2025-11-08
04:16
MOSAIX Qualification System for ALICE ITS3 / Groettvik, Ola (CERN)
The ALICE Inner Tracking System upgrade (ITS3) will employ stitched, wafer-scale Monolithic Active Pixel Sensors (MAPS) for the first time in high-energy physics. [...]
arXiv:2511.00604. - 7.
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2025-11-07
21:25
Identification of tau leptons using a convolutional neural network with domain adaptation
A tau lepton identification algorithm, DEEPTAU, based on convolutional neural network techniques, has been developed in the CMS experiment to discriminate reconstructed hadronic decays of tau leptons ($ \tau_\mathrm{h} $) from quark or gluon jets and electrons and muons that are misreconstructed as $ \tau_\mathrm{h} $ candidates. [...]
CERN-EP-2025-233 ; CMS-TAU-24-001-003. - 2025
Additional information for the analysis - CMS AuthorList - Fulltext

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2025-11-07
11:24
A Novel Low Sidelobe Level Uniform Transmit/Receive Antenna Arrays for RFID Applications / Rajender, Rathod (U. Pisa (main)) ; Ciarpi, Gabriele (CERN) ; Genovesi, Simone (U. Pisa (main)) ; Rossi, Daniele (U. Pisa (main))
The presence of higher minor lobes in RFID reader antennas results in interference, while the utilization of separate antennas for transmission and reception increases the hardware cost and complexity. [...]
2025 - 4.

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