Machine learning reveals when changing shot direction pays off in elite tennis
A machine learning framework analysing 33,975 strokes from Grand Slam men's singles matches shows that the tactical value of redirecting ...
Tag: Machine learning
New expert-annotated dataset targets cognitive distortions in patient writing
The expert-annotated CODIPAD dataset provides 5,055 labeled fragments of written patient discourse for training systems that detect and classify cognitive ...
Lung Cancer Pneumonia Risk Models Look Accurate but Almost All Are Flawed
A systematic review of 26 lung cancer pneumonia risk models finds a pooled AUC of 0.89 but high risk of ...
Machine learning predicts wastewater aeration efficiency, but only when data stay close to home
Machine learning can predict the dynamic alpha-zero factor governing wastewater aeration efficiency with high accuracy on random data splits, but ...
Machine Learning Flags Airway Cast Risk in Children With Mycoplasma Pneumonia
A single-center retrospective study of 702 hospitalized children with Mycoplasma pneumoniae pneumonia developed eight machine learning models that identified nine ...
Left Atrial Strain Model Flags Heart Risk in Uremia Patients
A retrospective Chinese study built a LASSO-logistic model using four-dimensional left atrial quantification parameters that predicted major adverse cardiovascular events ...
Satellite dataset maps thousands of Arctic lake and pond water masks for segmentation
Researchers assembled 5513 Sentinel-2 image-mask pairs from 23 Arctic permafrost lowlands to train and compare models that map small thermokarst ...
Machine Learning Flags Postoperative Clot Risk After Hip Fracture Surgery, but TCM Patterns Add Little
A retrospective study of 380 patients found a random-forest model discriminated well in a held-out validation set, while two Traditional ...
No single number decides which teeth come out, systematic review finds
A systematic review of 19 studies finds that orthodontic extraction decisions depend on crowding, facial profile, incisor position, skeletal and ...
Methylated ultra-short cfDNA fragments flag breast cancer with perfect test accuracy
A cfMeDIP-seq machine-learning model combining methylation and methylated fragment features distinguished 25 breast cancer patients from 110 healthy controls with ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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