3 papers
cs.LG2024
Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support System
Chollette C. Olisah, Lyndon Smith, Melvyn Smith +2
Crop yield prediction has been modeled on the assumption that there is no interaction between weather and soil variables. However, this paper argues that an interaction exists, and…
eess.IV2024
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor Segmentation
Chollette C. Olisah, Sofie V. Cauter
Despite the advancement in computational modeling towards brain tumor segmentation, of which several models have been developed, it is evident from the computational complexity of…
eess.IV2024
SNeurodCNN: Structure-focused Neurodegeneration Convolutional Neural Network for Modelling and Classification of Alzheimer's Disease
Simisola Odimayo, Chollette C. Olisah, Khadija Mohammed
Alzheimer's disease (AD), the predominant form of dementia, is a growing global challenge, emphasizing the urgent need for accurate and early diagnosis. Current clinical diagnoses…