Alphonse Houssou Hounye

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Boundary-Enhanced Decouple Fusion Segmentation Network for Diagnosis of Adenomatous Polyps.
J. Imaging Inform. Medicine
Jiaoju Wang, Haoran Feng, Alphonse Houssou Hounye, Meiling Tang, Yiming Shu, Muzhou Hou, Shuijiao Chen
2025 J jnl
SCARNet: using convolution neural network to predict time series with time-varying variance.
Multim. Tools Appl.
Shaojie Zhao, Menglin Kong, Ruichen Li, Alphonse Houssou Hounye, Ri Su, Muzhou Hou, Cong Cao
2024 J jnl
A graph-optimized deep learning framework for recognition of Barrett's esophagus and reflux esophagitis.
Multim. Tools Appl.
Muzhou Hou, Jiaoju Wang, Taohua Liu, Zhaoying Li, Alphonse Houssou Hounye, Xiaowei Liu, Kaifu Wang, Shuijiao Chen
2024 J jnl
Automated heart disease prediction using improved explainable learning-based technique.
Neural Comput. Appl.
Pierre Claver Bizimana, Zuping Zhang, Alphonse Houssou Hounye, Muhammad Asim, Mohamed Hammad, Ahmed A. Abd El-Latif
2024 J jnl
Explainable machine learning model identified potential biomarkers in liver cancer survival prediction.
Biomed. Signal Process. Control.
Qi Pan, Alphonse Houssou Hounye, Kexin Miao, Liuyan Su, Jiaoju Wang, Muzhou Hou, Li Xiong
2024 J jnl
Exploring explainable machine learning and Shapley additive exPlanations (SHAP) technique to uncover key factors of HNSC cancer: An analysis of the best practices.
Biomed. Signal Process. Control.
Kexin Miao, Alphonse Houssou Hounye, Liuyan Su, Qi Pan, Jiaoju Wang, Muzhou Hou, Li Xiong
2024 J jnl
Lightweight Attentive Graph Neural Network with Conditional Random Field for Diagnosis of Anterior Cruciate Ligament Tear.
J. Imaging Inform. Medicine
Jiaoju Wang, Jiewen Luo, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Jingming Li, Alphonse Houssou Hounye, Muzhou Hou, Jinshen He
2023 J jnl
A cell phone app for facial acne severity assessment.
Appl. Intell.
Jiaoju Wang, Yan Luo, Zheng Wang, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou, Jianglin Zhang
2023 J jnl
A decoupled generative adversarial network for anterior cruciate ligament tear localization and quantification.
Neural Comput. Appl.
Jiaoju Wang, Jiewen Luo, Alphonse Houssou Hounye, Zheng Wang, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Menglin Kong, Muzhou Hou, Jinshen He
2023 J jnl
A novel automatic acne detection and severity quantification scheme using deep learning.
Biomed. Signal Process. Control.
Jiaoju Wang, Chong Wang, Zheng Wang, Alphonse Houssou Hounye, Zhaoying Li, Menglin Kong, Muzhou Hou, Jianglin Zhang, Min Qi
2023 J jnl
Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN.
Multim. Tools Appl.
Cong Cao, Yue Qiu, Zheng Wang, Jiarui Ou, Jiaoju Wang, Alphonse Houssou Hounye, Muzhou Hou, Qiuhong Zhou, Jianglin Zhang
2022 J jnl
Comprehensive analysis of the expression and prognosis for GPXs in cutaneous melanoma using bioinformatics analysis.
Biomed. Signal Process. Control.
Alphonse Houssou Hounye, Miao Wan, Zheng Wang, Min Qi, Jianglin Zhang, Muzhou Hou
2022 J jnl
Deep learning for abdominal adipose tissue segmentation with few labelled samples.
Int. J. Comput. Assist. Radiol. Surg.
Zheng Wang, Alphonse Houssou Hounye, Jianglin Zhang, Muzhou Hou, Min Qi
2022 — conf
PHN: Parallel Heterogeneous Network with Soft Gating for CTR Prediction.
CICAI (2)
Ri Su, Alphonse Houssou Hounye, Muzhou Hou, Cong Cao
2022 J jnl
PHN: Parallel heterogeneous network with soft gating for CTR prediction.
CoRR
Ri Su, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou
2021 J jnl
Adaptive multilayer neural network for solving elliptic partial differential equations with different boundary conditions.
Digit. Signal Process.
Zheng Wang, Alphonse Houssou Hounye, Jiaoju Wang, Cong Cao, Muzhou Hou