Self-supervised deep learning spots cotton leaf diseases with explainable heatmaps
A self-supervised CNN framework with Grad-CAM heatmaps reached up to 94.38% validation accuracy on a 2,137-image cotton leaf disease dataset.
Tag: learning-based
Deep-learning network pinpoints shoulder landmarks on CT scans
A dual-decoder deep-learning network localized 14 shoulder bony landmarks on contralateral CT scans with a mean radial error of 2.1 ...
Learning-based hybrid method improves circular e-waste network optimization
A learning-based hybrid optimization method reduced median normalized IGD+ by 60.6% versus standard NSGA-II in a modeled circular e-waste supply ...
Retrospective study tests time-specific HCC recurrence prediction after ablation
A retrospective single-center study of 447 patients found that a model integrating glypican-3 with clinical features predicted overall and time-specific ...
Machine learning-assisted hydrothermal process optimization yields carbon quantum dots from tea waste
A laboratory study using machine learning to optimize hydrothermal production of carbon quantum dots from tea processing waste reported a ...
Machine-learning model shows moderate accuracy for predicting specialist nurse transfer intentions
A model-development study using 471 specialist nurse samples achieved an AUC of 0.766 for distinguishing stated transfer intentions, while highlighting ...
Deep learning-based predictions and analysis of Norovirus dynamics using a fractional-order mathematical model
A computational modeling study found that lower fractional orders increased disease-free equilibrium stability and that higher vaccination coverage and treatment ...
Deep Learning Meets Its Match in Genetic Disease Prediction as Uncertainty Steals the Show
A deep neural network lost the accuracy race against random forest and SVM on a genetic disease benchmark, but its ...
AI Helps Excavators Track Their Buckets Even When Hidden From View
Excavators are among the most recognizable machines on Earth, their articulated arms swinging over construction sites, open-pit mines, and disaster ...
AI Reads PET Scans to Predict Breast Cancer Molecular Subtypes Without a Biopsy
A deep learning model that fuses PET imaging features with clinical data predicted breast cancer molecular subtypes non-invasively, reaching an ...
-
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!