Journal of Medical Internet Research

The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis

Subgroup analyses were performed based on datasets, validation methods, study types, risk of bias, and model types. Results: The analysis incorporated 28 original studies comprising 80,143 patients ...
IEEE

HGA2-FSL: A Heterogeneous Graph Aware-Aggregation Driven Few-Shot Learning Network for Hyperspectral Image Change Detection

Abstract: Hyperspectral image (HSI) provides reliable data support for repeated observations of the overlap area through fine spectral reflectance data from numerous bands, enabling accurate capture ...
IEEE

HASFL: Heterogeneity-Aware Split Federated Learning Over Edge Computing Systems

Abstract: Split federated learning (SFL) has emerged as a promising paradigm to democratize machine learning (ML) on edge devices by enabling layer- wise model partitioning. However, existing SFL ...
GitHub

seasfire_dataset_local_global.py

ds['cos_lon'] = ({'latitude': ds.latitude, 'longitude': ds.longitude}, np.cos(lon * np.pi / 180)) ds['cos_lat'] = ({'latitude': ds.latitude, 'longitude': ds.longitude ...
GitHub

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

🔍 PDF parser for AI data extraction — Extract Markdown, JSON (with bounding boxes), and HTML from any PDF. #1 in benchmarks (0.907 overall). Deterministic local mode + AI hybrid mode for complex ...