Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 41,581 to 41,590 of 223,853 articles

CrossADR: enhancing adverse drug reactions prediction for combination pharmacotherapy with cross-layer feature integration and cross-level associative learning

arXiv Mar 16, 2026
Combination pharmacotherapy offers substantial therapeutic advantages but also poses substantial risks of adverse drug reactions (ADRs). The accurate prediction of ADRs with interpretable computational methods is crucial for clinical safety managemen... read more 
Machine Learning math.AG

SRL-MAD: Structured Residual Latents for One-Class Morphing Attack Detection

arXiv Mar 16, 2026
Face morphing attacks represent a significant threat to biometric systems as they allow multiple identities to be combined into a single face. While supervised morphing attack detection (MAD) methods have shown promising performance, their reliance o... read more 
Computer Vision and Pattern Recognition

Interpretable Classification of Time Series Using Euler Characteristic Surfaces

arXiv Mar 16, 2026
Persistent homology (PH) -- the conventional method in topological data analysis -- is computationally expensive, requires further vectorization of its signatures before machine learning (ML) can be applied, and captures information along only the sp... read more 
Machine Learning math.AT

Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds

arXiv Mar 16, 2026
Koopman operator theory provides a global linear representation of nonlinear dynamics and underpins many data-driven methods. In practice, however, finite-dimensional feature spaces induced by a user-chosen dictionary are rarely invariant, so closure... read more 
Numerical Analysis cs.LG math.DS math.OC

Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC

arXiv Mar 16, 2026
Major pathological response (pR) following neoadjuvant therapy is a clinically meaningful endpoint in non-small cell lung cancer, strongly associated with improved survival. However, accurate preoperative prediction of pR remains challenging, particu... read more 
Computer Vision and Pattern Recognition

PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units

arXiv Mar 16, 2026
Enabling efficient deep neural network (DNN) inference on edge devices with different hardware constraints is a challenging task that typically requires DNN architectures to be specialized for each device separately. To avoid the huge manual effort, ... read more 
Artificial Intelligence

PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening

arXiv Mar 16, 2026
Pansharpening aims to fuse high-resolution spatial details from panchromatic images with the rich spectral information of multispectral images. Existing deep neural networks for this task typically rely on static activation functions, which limit the... read more 
Computer Vision and Pattern Recognition

VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents

arXiv Mar 16, 2026
We introduce VAREX (VARied-schema EXtraction), a benchmark for evaluating multimodal foundation models on structured data extraction from government forms. VAREX employs a Reverse Annotation pipeline that programmatically fills PDF templates with syn... read more 
Computer Vision and Pattern Recognition

A Novel Camera-to-Robot Calibration Method for Vision-Based Floor Measurements

arXiv Mar 16, 2026
A novel hand-eye calibration method for ground-observing mobile robots is proposed. While cameras on mobile robots are com- mon, they are rarely used for ground-observing measurement tasks. Laser trackers are increasingly used in robotics for precise... read more 
Robotics cs.CV

Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors

arXiv Mar 16, 2026
We present a novel paradigm for ultra-low-bitrate image compression (ULB-IC) that exploits the ``temporal'' evolution in generative image compression. Specifically, we define an explicit intermediate state during decoding: a compact anchor frame, whi... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals