Evaluating machine learning algorithms to predict lameness in dairy cattle - Neupane, Rajesh; Aryal, Ashrant; Haeussermann, Angelika; Hartung, Eberhard; Pinedo, Pablo; Paudyal, Sushil (PloS one, 2024)
Keywords: Accelerometers; Accelerometry - methods; Accuracy; Agriculture; Algorithms; Animal lactation; Animal welfare; Animals; Biology and Life Sciences; Cattle; Cattle Diseases - diagnosis; Cattle Diseases - physiopathology; Classification; Commercial farms; Computed tomography; Computer and Information Sciences; Corn; Dairy cattle; Dairy farming; Dairy farms; Dairying - methods; Data mining; Dermatitis; Disability; Disease; Engineering and Technology; Feature extraction; Female; Gait - physiology; Lameness, Animal - diagnosis; Lameness, Animal - physiopathology; Learning algorithms; Locomotion; Machine Learning; Medicine and Health Sciences; Milk; Parameter identification; Performance prediction; Physical Sciences; Physically disabled persons; Programming languages; Python; Research and Analysis Methods; Sensors; Software; Trimming; United Kingdom; Taiwan; Scotland; United Kingdom--UK; United States--US; Colorado