“EfficientNet-B0 outperformed DenseNet121, achieving an accuracy of 84.6%, F1-score of 0.8899, and MCC of 0.6849.”

“Transfer learning with fine-tuning substantially outperforms CNNs trained from scratch for pediatric pneumonia detection, showing near-perfect accuracy.”

“”

“Compact stars within 4DEGB gravity are systematically less compact and achieve moderately higher maximum masses compared to the GR case.”

“The paper introduces explicitly the concept of "X-ray Coulomb Counting" in which X-ray methods are used to quantify on an absolute scale how much charge is transferred into which reactions during the electrochemical measurements.”

“The proposed model achieves 95.5% and 98.5% accuracy for 4-class and 2-class imbalanced classification problems, respectively.”

“The paper proposes to use broad and narrow line emission and CGM nebulae as calorimeters of the ionising SED to trace different accretion "states".”

“The source exhibits pronounced spectral and temporal variability, indicative of transitions between different accretion regimes.”

“The paper reports the discovery of five optical variables coincident with the localizations of 4FGL J0821.5-1436, 4FGL J1517.9-5233, 4FGL J1639.3-5146, 4FGL J1748.8-3915, and 4FGL J2056.4+3142.”

“The primary Al4Mn hexagonal prisms nucleate and grow with high kinetic anisotropy -70 times faster in the axial direction than the radial direction.”

“The paper proposes a novel approach called Enhanced Image Representations (EIR) for generating accurate chest X-ray reports.”

“The paper shows that generalized normal operators are elliptic pseudodifferential operators of order -1.”

“Lung masking should be treated as a controllable spatial prior selected to match the backbone and clinical objective, rather than applied uniformly.”

“The study identifies 6286 quasar candidates, including 863 Galactic Plane Quasar (GPQ) candidates at |b|<20°, of which 514 are high-confidence candidates.”

“The article's content would likely delve into the theoretical framework of vacuum birefringence, its impact on the polarization of X-rays, and the observational implications for understanding neutron star magnetospheres.”

“Real-time in-situ X-ray photoelectron spectroscopy (XPS) reveals a sharp transformation from a $V^{5+}$-dominated surface to mixed valence states, dominated by $V^{4+}$, and a recovery of its metallic character.”

“The method achieves superior reconstruction quality and faster processing compared to other algorithms.”

“The study highlights the potential of deep learning methods in enhancing the diagnosis of respiratory diseases such as COVID-19, lung cancer, and pneumonia from chest x-rays.”

“The best-fitting results indicate that high-spin configurations enhance the contribution of reflected returning radiation, which dominates the observed polarization properties. From the \texttt{kynbbrr} modeling, we infer an extreme black hole spin of a = 0.994+0.004-0.003 and a system inclination of i = 54°+8°-4°.”

“The low-energy particle index is found to cluster around two discrete values across flux states indicating two spectra states in the source.”

“The emergence of acousticlike plasmons has been firmly established through quantitative analyses of resonant inelastic x-ray scattering (RIXS) spectra based on the t-J-V model.”

“The paper argues that accurately describing plasmonic effects requires a three-dimensional theoretical approach and that the screened Coulomb interaction is important in the spin-fluctuation mechanism to realize high-Tc superconductivity.”

“Laser-induced breakdown spectroscopy confirmed the presence of metal ions in each freshly grown sample despite all these crystals undergoing physical deformation with different lifetimes.”

“WFS acts as a dissipative x-ray, quantifying dissipative leakage in molecular polaritons and certifying topological isolation in Non-Hermitian Aharonov-Bohm rings.”

“Fixed-Budget Parameter-Efficient Training with Frozen Encoders Improves Multimodal Chest X-Ray Classification”

“IMPACTX is an X-ray spectral model for polar dust and clumpy torus.”

“The article's context highlights the use of AI to address the specifics of multi-label long-tail data within an X-ray analysis context.”

“The model integrating structured data points had AUROC, AUPRC, and Brier scores of 0.92, 0.53, and 0.19, respectively.”

“”

“The research focuses on searching for counterparts of Ultraluminous X-ray Sources.”

“”

“”

“The article's content would likely include details on the IXPE instrument, the observed polarization data, and the implications for understanding the blazar's emission mechanisms and magnetic field structures.”

“The article likely presents the observed X-ray spectra and analyzes their characteristics, potentially correlating them with other observations or theoretical models.”

“The article's context revolves around the study of X-ray binaries and their behavior around a theoretical quantum Lee-Wick black hole.”

“The paper likely details the specific methodologies used for generating the synthetic data, handling imperfect annotations, and implementing the conditional joint annotation regularization. It would also present experimental results demonstrating the performance of AnyCXR compared to existing methods.”

“The article's context indicates the research is published on ArXiv, suggesting a focus on academic exploration.”

“CLARiTy utilizes a Vision Transformer architecture.”

“The abstract or introduction of the paper would likely contain the core problem statement, the proposed methodology (e.g., the fingerprinting technique), and the expected results or contributions. It would also likely highlight the novelty of using few-shot learning in this context.”

“The article's core contribution is the application of machine learning to a specific materials science problem, using a novel data generation method.”

“The research focuses on weakly supervised localization using knowledge distillation.”

“CheXmask-U is the focus of this research, which quantifies uncertainty in landmark-based anatomical segmentation.”

“The system employs X-ray imaging, AI-based object detection and segmentation, and Delta robot manipulation.”

“The classifier was trained with images synthetically generated by Nano Banana.”

“”

“The article doesn't contain a direct quote, but the core idea is that the AI provides a 'visual forecast and a risk score, offering doctors and patients a clearer understanding of the disease.'”

“We discuss the company’s work building products for interpreting head CT scans and chest x-rays.”