Uncertainty-aware multimodal model evaluated for cervical-cell classification
An abstract reports that an uncertainty-aware proof-of-concept model classified 6,849 cervical-cell images with an AUC-ROC of 0.993, but synthetic auxiliary ...
Tag: multimodal fusion
Multimodal semantic segmentation measurement of shank length in live chickens based on SegFormer and geometric positioning strategy
A multimodal SegFormer system measured live-chicken shank length through anatomical masks and geometric anchors, achieving low repeated-measurement variation but substantial ...
AI Transformer Spots the Difference Between Two Spine Infections Doctors Keep Mixing Up
A multicenter study shows a 2.5D Transformer-based AI framework combining clinical data, MRI radiomics and deep learning can reliably distinguish ...
Eye Tracking and Affective Computing Reveal Learner Attention States
Every language learner knows the feeling: the eyes keep moving across the text, but the mind has quietly left the ...
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 ...
Dynamic Brain Imaging Meets EEG Spectral Analysis to Catch Hidden Early Brain Injury
A new review proposes a Dynamic-Spectral Coupling framework that fuses EEG spectral parameters, including 1/f aperiodic components, with dynamic fMRI ...
Vibration and Current Signals Fuse to Catch Waterjet Machine Faults
The distinction between local vibration responses and machine-level load variations reflects a fundamental division in how rotating and reciprocating machinery ...
New AI Model Fuses Sequence and Structure Data to Sharpen Drug-Target Interaction Prediction
A new dual-modality deep learning framework called DHF-DTI combines sequence and graph data with cross-attention fusion and supervised contrastive learning ...
Teaching Robots to Dance: AI Framework Balances Art, Aesthetics and Falling Over
A new framework combines conditional GANs, expert-calibrated aesthetic scoring and safe reinforcement learning to let a 23-joint humanoid robot generate ...
AI That Reads Brain Scans and Medical Records Boosts Alzheimer’s Diagnosis
A multimodal deep learning model combining MRI scans with clinical data classifies Alzheimer's disease stages with up to 95 percent ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!