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Diagnosis after zooming in: A multilabel classification model by imitating doctor reading habits to diagnose brain diseases.
Med Phys. 2022 Nov;49(11):7054-7070. doi: 10.1002/mp.15871. Epub 2022 Aug 11.
Med Phys. 2022.
PMID: 35880443
In addition, we defined three tasks to comprehensively evaluate model interpretability by measuring whether the algorithm can select key images with lesions. To verify the algorithm from the perspective of practical application, three junior radiologists were invited to pa …
In addition, we defined three tasks to comprehensively evaluate model interpretability by measuring whether the algorithm can select key …
An Automatic Detection and Localization of Mammographic Microcalcifications ROI with Multi-Scale Features Using the Radiomics Analysis Approach.
Mahmood T, Li J, Pei Y, Akhtar F, Imran A, Yaqub M.
Mahmood T, et al.
Cancers (Basel). 2021 Nov 24;13(23):5916. doi: 10.3390/cancers13235916.
Cancers (Basel). 2021.
PMID: 34885026
Free PMC article.
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State-of-the-Art Challenges and Perspectives in Multi-Organ Cancer Diagnosis via Deep Learning-Based Methods.
Ali S, Li J, Pei Y, Khurram R, Rehman KU, Rasool AB.
Ali S, et al.
Cancers (Basel). 2021 Nov 4;13(21):5546. doi: 10.3390/cancers13215546.
Cancers (Basel). 2021.
PMID: 34771708
Free PMC article.
Review.
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An Automated In-Depth Feature Learning Algorithm for Breast Abnormality Prognosis and Robust Characterization from Mammography Images Using Deep Transfer Learning.
Mahmood T, Li J, Pei Y, Akhtar F.
Mahmood T, et al.
Biology (Basel). 2021 Sep 2;10(9):859. doi: 10.3390/biology10090859.
Biology (Basel). 2021.
PMID: 34571736
Free PMC article.
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