Jinhua Liu

Oil well production prediction based on CNN-LSTM model with self-attention mechanism

Shaowei Pan, Bo Yang, Shukai Wang et al. · Energy · 2023 · 184 citations

Convolutional Neural Network, Self-attention Mechanism, Engineering +6

Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints

Jinhua Liu, Christian Desrosiers, Dexin Yu et al. · IEEE Transactions on Medical Imaging · 2023 · 41 citations

Geometric Learning, Convolutional Neural Network, Medical Image Segmentation +23

Semaphorin 3A promotes the osteogenic differentiation of rat bone marrow-derived mesenchymal stem cells in inflammatory environments by suppressing the Wnt/β-catenin signaling pathway

Zhaoze Sun, Kaixian Yan, Shuang Liu et al. · Journal of Molecular Histology · 2021 · 24 citations

Inflammation, Regenerative Medicine, Semaphorin 3A +12

Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial‐aware booster

Dongyang Ma, Jinhua Liu, Jing Li et al. · IET Image Processing · 2020 · 14 citations · Full text

Artificial Intelligence, Cervical Cancer Detection, Convolutional Neural Network +30

Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation

Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou · Neurocomputing · 2020 · 11 citations

Cell Detection, Image Analysis, Machine Learning +15