Artificial Intelligence Medical Compendium

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

Showing 1,601 to 1,610 of 163,957 articles

Dual Path Learning -- learning from noise and context for medical image denoising

arXiv Jul 25, 2025
Medical imaging plays a critical role in modern healthcare, enabling clinicians to accurately diagnose diseases and develop effective treatment plans. However, noise, often introduced by imaging devices, can degrade image quality, leading to misint... read more 
Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition

Closing the Modality Gap for Mixed Modality Search

arXiv Jul 25, 2025
Mixed modality search -- retrieving information across a heterogeneous corpus composed of images, texts, and multimodal documents -- is an important yet underexplored real-world application. In this work, we investigate how contrastive vision-langu... read more 
Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Information Retrieval Machine Learning

Letter to the editor: multichannel deep learning prediction of major pathological response after neoadjuvant immunochemotherapy in lung cancer: a multicenter diagnostic study.

International journal of surgery (London, England) Jul 25, 2025
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Comments on "deep learning for kidney trauma detection: CT image algorithm performance and external validation. - experimental study".

International journal of surgery (London, England) Jul 25, 2025
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Letter to the Editor: "Development and Validation of a Deep Learning Ultrasound Radiomics Model for Predicting Drug Resistance in Lymph Node Tuberculosis a Multicenter Study".

International journal of surgery (London, England) Jul 25, 2025
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Machine Learning Identification of Athlete Sport Type Through ECG Analysis.

Circulation. Arrhythmia and electrophysiology Jul 25, 2025
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SIDE: Sparse Information Disentanglement for Explainable Artificial Intelligence

arXiv Jul 25, 2025
Understanding the decisions made by deep neural networks is essential in high-stakes domains such as medical imaging and autonomous driving. Yet, these models often lack transparency, particularly in computer vision. Prototypical-parts-based neural... read more 
Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning

CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays

arXiv Jul 25, 2025
Chest radiography (CXR) plays a crucial role in the diagnosis of various diseases. However, the inherent class imbalance in the distribution of clinical findings presents a significant challenge for current self-supervised deep learning models. The... read more 
Computer Vision and Pattern Recognition Artificial Intelligence

Enhancing Diabetic Retinopathy Classification Accuracy through Dual Attention Mechanism in Deep Learning

arXiv Jul 25, 2025
Automatic classification of Diabetic Retinopathy (DR) can assist ophthalmologists in devising personalized treatment plans, making it a critical component of clinical practice. However, imbalanced data distribution in the dataset becomes a bottlene... read more 
Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition

Methinks AI software for identifying large vessel occlusion in non-contrast head CT: A pilot retrospective study in American population.

Interventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences Jul 25, 2025
BackgroundNon-contrast computed tomography (NCCT) is the first image for stroke assessment, but its sensitivity for detecting large vessel occlusion (LVO) is limited. Artificial intelligence (AI) algorithms may contribute to a faster LVO diagnosis us... read more 
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