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您的检索式：作者名="Syed Muhammad Adnan Shah"
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| 1 | Signet Ring Cell Detection from Histological Images Using Deep Learning显示文摘Signet Ring Cell(SRC)Carcinoma is among the dangerous types of cancers,and has a major contribution towards the death ratio caused by cancerous diseases.Detection and diagnosis of SRC carcinoma at earlier stages is a challenging,laborious,and costly task.Automatic detection of SRCs in a patient’s body through medical imaging by incorporating computing technologies is a hot topic of research.In the presented framework,we propose a novel approach that performs the identification and segmentation of SRCs in the histological images by using a deep learning(DL)technique named Mask Region-based Convolutional Neural Network(Mask-RCNN).In the first step,the input image is fed to Resnet-101 for feature extraction.The extracted feature maps are conveyed to Region Proposal Network(RPN)for the generation of the region of interest(RoI)proposals as well as they are directly conveyed to RoiAlign.Secondly,RoIAlign combines the feature maps with RoI proposals and generates segmentation masks by using a fully connected(FC)network and performs classification along with Bounding Box(bb)generation by using FC layers.The annotations are developed from ground truth(GT)images to perform experimentation on our developed dataset.Our introduced approach achieves accurate SRC detection with the precision and recall values of 0.901 and 0.897 respectively which can be utilized in clinical trials.We aim to release the employed database soon to assist the improvement in the SRC recognition research area. | Muhammad Faheem Saleem Syed Muhammad Adnan Shah Tahira Nazir Awais Mehmood Marriam Nawaz Muhammad Attique Khan Seifedine Kadry Arnab Majumdar Orawit Thinnukool | 2022 | Computers, Materials & Continua2022，，9： | 0 |
| 2 | Morpholine hydrazone scaffold: Synthesis, anticancer activity and docking studies显示文摘In this paper, synthesis and anticancer activities of morpholine hydrazones scaffold(1-17) thoroughly studied. Small series of morpholine hydrazones synthesized by treating 5-morpholinothiophene-2-carbaldehyde with different aryl hydrazides to form morpholine hydrazones scaffold(1-17). The in vitro anticancer potential of all these compounds was checked against human cancer cell lines like Hep G2(human hepatocellular liver carcinoma) and MCF-7(human breast adenocarcinoma). Analogs 13 had similar substantial cytotoxic effects towards Hep G2 with IC_(50) value 6.31±1.03μmmol/L when compared with the standard Doxorubicin(IC_(50)value 6.00±0.80μmmol/L); while compounds 5,8 and 9 showed potent cytotoxicity against MCF-7 with IC_(50) value 7.08±0.42μmmol/L, 1.26±0.34μmmol/L and11.22±0.22μmmol/L respectively when compared with the standard Tamoxifen(IC_(50)= 11.00±0.40μmol/L). Molecular docking studies also performed to understand the binding interaction. | Muhammad Taha Syed Adnan Ali Shah Muhammad Afifi Manar Zulkeflee Sadia Sultan Abdul Wadood Fazal Rahim Nor Hadiani Ismail | 2017 | Chinese Chemical Letters2017，28，3： | 0 |
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