AI Finds Hidden Brain Landmarks on CT to Catch Treatable Dementia
A registration-guided 3D-UNet framework automatically localizes the brain's anterior and posterior commissures on routine CT scans with millimeter precision, enabling ...
Tag: deep learning
AI Learns to Map Stroke Damage in 3D, Speeding Critical Treatment Decisions
A 3D multi-scale convolutional neural network developed in Taiwan accurately segments and quantifies acute ischemic stroke lesions on diffusion-weighted MRI ...
AI Meets Radar Echoes to Pinpoint Wiring Faults With Near-Perfect Accuracy
A French research team has combined time-domain reflectometry with temporal convolutional networks to detect, locate, and characterize wiring faults, achieving ...
AI Meets the Mind: How Health Data Science Is Rewiring Neuroscience and Psychology
Artificial intelligence is quietly transforming two of the most intimate fields of medicine: neuroscience and psychology. A new editorial published ...
How a Hidden Flaw in EEG Machine Learning Inflates Accuracy by 35 Percentage Points
A new study shows that randomly splitting EEG windows between training and test sets inflates diagnostic accuracy by roughly 35 ...
AI and Multi-Omics Decode the Rhizosphere Microbiome Against Southern Blight Fungus
A systematic review synthesizes how metagenomics, metatranscriptomics, metabolomics, proteomics, and machine learning converge to reveal and engineer rhizosphere microbial communities ...
Deep learning segments ventral hernia CT scans to standardize surgical planning
A TransUNet-inspired deep learning system segmented hernia defects and abdominal wall muscles on 215 CT scans with IoU values of ...
Deep Learning Is Teaching Machines to Read the Brain’s Electrical Whispers
A systematic review maps how deep learning architectures are transforming EEG analysis for neurological disease diagnosis, while warning that data ...
AI Reads Brain Scans to Tell Schizophrenia and Bipolar Disorder Apart
Schizophrenia and bipolar disorder have haunted psychiatry with a diagnostic dilemma that is as old as the disciplines themselves. Both ...
AI Reads Breast MRI to Predict Whether Chemotherapy Has Cleared the Lymph Nodes
A deep learning model that reads multiregional contrast-enhanced breast MRI can predict whether chemotherapy has completely cleared the axillary lymph ...
MEMOIR-VLM: an AI that reads brain scans and answers questions about Alzheimer’s disease
A new vision-language model fuses MRI, diffusion imaging and clinical scores to classify Alzheimer's disease, works even when data is ...
AI Reads the Brain: Systematic Review Maps the State of Neuroimaging Diagnosis
A systematic review of 123 studies maps how artificial intelligence is transforming brain imaging and computer-aided diagnosis of neurological diseases, ...
Robot Learns to Pick Ripe Tomatoes Without Bruising Them
A new robotic system combines deep learning recognition with optimised grasp planning to harvest tomatoes in dense clusters with minimal ...
AI Model From WPI Takes Third Place in Global Race to Spot Melanoma Early
Worcester Polytechnic Institute researchers finished third out of 181 teams in an international AI competition with TwinSight, a dual deep-learning ...
Robots Learn to Grab Any Fruit With 99 Percent Accuracy in Cluttered Scenes
Researchers developed lightweight neural networks and a new RGB-D dataset that let robots detect accurate grasps for fruits of varying ...
Sliding Windows and Fourier Decomposition Give Brain-Computer Interfaces a Lightweight Edge
Researchers in India have built a lightweight brain-computer interface framework that combines sliding-window segmentation, Fourier decomposition, and a compact neural ...
AI Learns to Trust the Right Kind of Skin Photo: Dermoscopy-Dominant Fusion Boosts Lesion Diagnosis
A new asymmetric AI fusion framework that treats dermoscopic images as the primary representation and clinical photos as a corrective ...
AI and machine learning are rewriting the rules of electric vehicle battery management
A comprehensive review of 120 studies finds that hybrid AI and machine learning architectures are transforming electric vehicle battery management, ...
Wavelet Transform Helps AI Spot Hidden Pedestrians in Crowded Scenes
Researchers have developed a wavelet-transform-based pedestrian detection model that improves accuracy on crowded benchmarks while cutting parameters by nearly 40 ...
Causal AI Meets Federated Learning in a New Hybrid Intrusion Detection Framework
Researchers in India have built a hybrid intrusion detection system combining causal learning, entropy-based feature compression, adversarial calibration, and federated ...
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