Secondary Ion-Ice Chemistry in UV-Irradiated Oxygen Ice: New Astrochemical Models Including Bulk Ionic Species. [PDF]
Darnell K +8 more
europepmc +1 more source
A Machine Learning Framework for Flood Risk Assessment With Imbalanced Data
ABSTRACT This study presents a machine‐learning framework for identifying areas of elevated flood risk using imbalanced, high‐dimensional geospatial datasets. Using the Mandra River Basin in Greece as a case study, an extreme gradient boosting (XGBoost) classifier was trained on 11 flood‐related features including hydrological, meteorological, soil and
Alexia Tsouni +7 more
wiley +1 more source
White Rabbit in radio interferometry. [PDF]
Boven EP +5 more
europepmc +1 more source
ABSTRACT This study aimed to compare an annotation‐free deep learning (DL) model with human evaluators for detecting periapical bone rarefactions (PBRs) on panoramic radiographs (PRs) and to assess the clinical acceptability of AI‐supported dental imaging.
José Evando da Silva‐Filho +10 more
wiley +1 more source
A Blind Architecture for Signal Combining in Distributed Satellite Communications. [PDF]
Wimmer C +3 more
europepmc +1 more source
ClinX‐Net: Multimodal Visual–Language Feature Fusion for Chest X‐Ray Report Generation
ABSTRACT Automated chest X‐ray report generation has the potential to improve reporting efficiency and reduce variability in radiological documentation. However, existing methods remain challenged by subtle abnormality description, long‐range textual consistency, and effective integration of clinical information with visual findings.
Muhammad Sufyan Khan +5 more
wiley +1 more source
MPA-based pointing calibration for Q/V band LEO canted antennas. [PDF]
Ren P, Zhou G, Li X, Han J.
europepmc +1 more source
Improved Post‐Processing Framework for Whole Slide Imaging and 3D Reconstruction
Workflow for 3D reconstruction of marmoset whole‐slide histology. Individual tiles undergo vignette correction to address illumination artifacts before stitching into full‐section images. Sections are then reconstructed using the Possum framework, with a level‐set method incorporated at the nonlinear deformable stage to stabilize alignment and reduce ...
Emily L. De Leon Alvarado +8 more
wiley +1 more source
Magnetogravitationally regulated streamer accretion onto a class 0 protostellar system. [PDF]
Huang B +19 more
europepmc +1 more source
DreamFold: A World Model to efficiently generate protein folding pathways in the latent space
Abstract While there is an abundance of static data for the structure of biological macromolecules, the data regarding their folding mechanisms and dynamics is scarce, posing a challenge to the training of AI models. The World Model approach, which has been very successful in robotics, can come in handy in this regard. From limited data, it can build a
Alan Ianeselli +3 more
wiley +1 more source

