Muzhou Hou
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Explore the profile of Muzhou Hou including associated specialties, affiliations and a list of published articles.
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17
Citations
91
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Recent Articles
1.
Houssou Hounye A, Pan X, Zhao Y, Cao C, Wang J, Venunye A, et al.
Sci Rep
. 2025 Jan;
15(1):3787.
PMID: 39885197
The coronavirus disease 2019 (COVID-19) interventions in interrupting transmission have paid heavy losses politically and economically. The Chinese government has replaced scaling up testing with monitoring focus groups and randomly...
2.
Houssou Hounye A, Xiong L, Hou M
Apoptosis
. 2024 Dec;
30(1-2):364-388.
PMID: 39633110
To demonstrate the efficacy of machine learning models in predicting mortality in melanoma cancer, we developed an interpretability model for better understanding the survival prediction of cancer. To this end,...
3.
Wang J, Feng H, Houssou Hounye A, Tang M, Shu Y, Hou M, et al.
J Imaging Inform Med
. 2024 Jul;
38(1):229-244.
PMID: 39037669
Adenomatous polyps, a common premalignant lesion, are often classified into villous adenoma (VA) and tubular adenoma (TA). VA has a higher risk of malignancy, whereas TA typically grows slowly and...
4.
Wang J, Luo J, Liang J, Cao Y, Feng J, Tan L, et al.
J Imaging Inform Med
. 2024 Feb;
37(2):688-705.
PMID: 38343260
Anterior cruciate ligament (ACL) tears are prevalent orthopedic sports injuries and are difficult to precisely classify. Previous works have demonstrated the ability of deep learning (DL) to provide support for...
5.
Su L, Houssou Hounye A, Pan Q, Miao K, Wang J, Hou M, et al.
Pancreatology
. 2024 Feb;
24(3):404-423.
PMID: 38342661
Pancreatic cancer is one of digestive tract cancers with high mortality rate. Despite the wide range of available treatments and improvements in surgery, chemotherapy, and radiation therapy, the five-year prognosis...
6.
Pan X, Houssou Hounye A, Zhao Y, Cao C, Wang J, Abidi M, et al.
J Med Internet Res
. 2023 Oct;
25:e44795.
PMID: 37856760
Lockdowns and border closures due to COVID-19 imposed mental, social, and financial hardships in many societies. Living with the virus and resuming normal life are increasingly being advocated due to...
7.
Houssou Hounye A, Hu B, Wang Z, Wang J, Cao C, Zhang J, et al.
J Mol Med (Berl)
. 2023 Aug;
101(10):1267-1287.
PMID: 37653150
We aimed to develop endoplasmic reticulum (ER) stress-related risk signature to predict the prognosis of melanoma and elucidate the immune characteristics and benefit of immunotherapy in ER-related risk score-defined subgroups...
8.
Cao C, Song J, Su R, Wu X, Wang Z, Hou M
Multimed Tools Appl
. 2023 Jun;
:1-21.
PMID: 37362730
Chronic suppurative otitis media (CSOM) and middle ear cholesteatoma (MEC) were two most common chronic middle ear disease(MED) clinically. Accurate differential diagnosis between these two diseases is of high clinical...
9.
Mao S, Wu X, Hou M, Mei L, Feng Y, Song J
Zhong Nan Da Xue Xue Bao Yi Xue Ban
. 2023 May;
48(3):463-471.
PMID: 37164930
With the optimization of deep learning algorithms and the accumulation of medical big data, deep learning technology has been widely applied in research in various fields of otology in recent...
10.
Su R, Song J, Wang Z, Mao S, Mao Y, Wu X, et al.
Zhong Nan Da Xue Xue Bao Yi Xue Ban
. 2022 Sep;
47(8):1037-1048.
PMID: 36097771
Objectives: Chronic suppurative otitis media (CSOM) and middle ear cholesteatoma (MEC) are the 2 most common chronic middle ear diseases. In the process of diagnosis and treatment, the 2 diseases...