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ORCIDAlphonse Houssou Hounye
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2020 – today
- 2024
[j11]Kexin Miao, Alphonse Houssou Hounye, Liuyan Su, Qi Pan, Jiaoju Wang, Muzhou Hou, Li Xiong:
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. 89: 105752 (2024)- [j10]Qi Pan, Alphonse Houssou Hounye, Kexin Miao, Liuyan Su, Jiaoju Wang, Muzhou Hou, Li Xiong:
Explainable machine learning model identified potential biomarkers in liver cancer survival prediction. Biomed. Signal Process. Control. 96: 106504 (2024) - [j9]Muzhou Hou, Jiaoju Wang, Taohua Liu, Zhaoying Li, Alphonse Houssou Hounye, Xiaowei Liu, Kaifu Wang
, Shuijiao Chen:
A graph-optimized deep learning framework for recognition of Barrett's esophagus and reflux esophagitis. Multim. Tools Appl. 83(36): 83747-83767 (2024) - [j8]Pierre Claver Bizimana, Zuping Zhang, Alphonse Houssou Hounye, Muhammad Asim, Mohamed Hammad, Ahmed A. Abd El-Latif:
Automated heart disease prediction using improved explainable learning-based technique. Neural Comput. Appl. 36(26): 16289-16318 (2024) - 2023
- [j7]Jiaoju Wang, Yan Luo, Zheng Wang, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou, Jianglin Zhang:
A cell phone app for facial acne severity assessment. Appl. Intell. 53(7): 7614-7633 (2023) - [j6]Jiaoju Wang, Chong Wang, Zheng Wang, Alphonse Houssou Hounye, Zhaoying Li, Menglin Kong, Muzhou Hou, Jianglin Zhang, Min Qi:
A novel automatic acne detection and severity quantification scheme using deep learning. Biomed. Signal Process. Control. 84: 104803 (2023) - [j5]Cong Cao, Yue Qiu, Zheng Wang, Jiarui Ou, Jiaoju Wang, Alphonse Houssou Hounye, Muzhou Hou, Qiuhong Zhou, Jianglin Zhang:
Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN. Multim. Tools Appl. 82(12): 18887-18906 (2023) - [j4]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:
A decoupled generative adversarial network for anterior cruciate ligament tear localization and quantification. Neural Comput. Appl. 35(26): 19351-19364 (2023) - 2022
- [j3]Alphonse Houssou Hounye, Miao Wan, Zheng Wang, Min Qi, Jianglin Zhang, Muzhou Hou:
Comprehensive analysis of the expression and prognosis for GPXs in cutaneous melanoma using bioinformatics analysis. Biomed. Signal Process. Control. 77: 103804 (2022) - [j2]Zheng Wang, Alphonse Houssou Hounye, Jianglin Zhang, Muzhou Hou, Min Qi:
Deep learning for abdominal adipose tissue segmentation with few labelled samples. Int. J. Comput. Assist. Radiol. Surg. 17(3): 579-587 (2022) - [c1]Ri Su, Alphonse Houssou Hounye, Muzhou Hou, Cong Cao:
PHN: Parallel Heterogeneous Network with Soft Gating for CTR Prediction. CICAI (2) 2022: 413-424 - [i1]Ri Su, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou:
PHN: Parallel heterogeneous network with soft gating for CTR prediction. CoRR abs/2206.09184 (2022) - 2021
- [j1]Zheng Wang, Alphonse Houssou Hounye, Jiaoju Wang, Cong Cao, Muzhou Hou:
Adaptive multilayer neural network for solving elliptic partial differential equations with different boundary conditions. Digit. Signal Process. 118: 103223 (2021)
Coauthor Index
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