AI Medical Compendium

Enhanced Online Continuous Brain-Control by Deep Learning-based EEG Decoding.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 21, 2025

OBJECTIVE: A growing amount of deep learning models for motor imagery (MI) decoding from electroencephalogram (EEG) have demonstrated their superiority over traditional machine learning approaches in offline dataset analysis. However, current online ... read more

A Practical Investigation of Spatially-Controlled Image Generation with Transformers

arXiv Jul 21, 2025

Enabling image generation models to be spatially controlled is an important area of research, empowering users to better generate images according to their own fine-grained specifications via e.g. edge maps, poses. Although this task has seen impre... read more

Computer Vision and Pattern Recognition

Beyond the static picture: a machine learning and molecular dynamics insight on singlet fission.

Physical chemistry chemical physics : PCCP Jul 21, 2025

Singlet fission (SF) is a promising mechanism to overcome the current efficiency limit in solar cells. Theoretical studies have focused extensively on static pairs of molecules, the minimum system where SF can occur. Our work presents a complementary... read more

A bio-optical database for the remote sensing of water quality in BRAZil coAstal and inland waters (BRAZA).

Scientific data Jul 21, 2025

Understanding water quality (WQ) is essential for grasping biogeochemical cycles and assessing human impacts such as deforestation, climate change, dam construction, illegal mining, and urbanization. However, monitoring WQ across Brazil's vast aquati... read more

AI-Assisted Semiquantitative Measurement of Murine Bleomycin-Induced Lung Fibrosis Using In Vivo Micro-CT: An End-to-End Approach.

American journal of physiology. Cell physiology Jul 21, 2025

Small animal models are crucial for investigating idiopathic pulmonary fibrosis (IPF) and developing preclinical therapeutic strategies. However, there are several limitations to the quantitative measurements used in the longitudinal assessment of ex... read more

A Steel Surface Defect Detection Method Based on Lightweight Convolution Optimization

arXiv Jul 21, 2025

Surface defect detection of steel, especially the recognition of multi-scale defects, has always been a major challenge in industrial manufacturing. Steel surfaces not only have defects of various sizes and shapes, which limit the accuracy of tradi... read more

Image and Video Processing Computer Vision and Pattern Recognition

The Impact of ChatGPT in Plastic Reconstructive Surgery: A Focus on Head and Neck Abnormalities.

The Journal of craniofacial surgery Jul 21, 2025

Artificial Intelligence (AI), particularly ChatGPT, is reshaping how medical knowledge is accessed and utilized (1). This study investigates its role in plastic reconstructive surgery, focusing on congenital head and neck abnormalities like cleft lip... read more

Ethical Obligations to Inform Patients About Use of AI Tools.

JAMA Jul 21, 2025

Multi-modal emotional analysis in customer relation management and enhancing communication through integrated affective computing.

Scientific reports Jul 21, 2025

An important part of customer relationship management (CRM) is being able to read emails for emotional cues; this helps with both communication and keeping customers satisfied. This study aims to improve email emotion identification by creating a sys... read more

Humans Neural Networks, Computer Communication Emotions Consumer Behavior Electronic Mail

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis.

IEEE transactions on pattern analysis and machine intelligence Jul 21, 2025

The success of deep learning in computer vision over the past decade has hinged on large labeled datasets and strong pretrained models. In data-scarce settings, the quality of these pretrained models becomes crucial for effective transfer learning. I... read more

Artificial Intelligence Medical Compendium