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Weakly-supervised deep learning for ultrasound diagnosis of breast cancer
Kim, Jaeil, Kim, Hye Jung, Kim, Chanho, Lee, Jin Hwa, Kim, Keum Won, Park, Young Mi, Kim, Hye Won, Ki, So Yeon, Kim, You Me, Kim, Won Hwa
Published in Scientific reports (21.12.2021)
Published in Scientific reports (21.12.2021)
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Journal Article
Denoising and artefact removal for transthoracic echocardiographic imaging in congenital heart disease: utility of diagnosis specific deep learning algorithms
Diller, Gerhard-Paul, Lammers, Astrid E., Babu-Narayan, Sonya, Li, Wei, Radke, Robert M., Baumgartner, Helmut, Gatzoulis, Michael A., Orwat, Stefan
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
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Journal Article
Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images
Cai, Chengfeng, Gou, Bingchen, Khishe, Mohammad, Mohammadi, Mokhtar, Rashidi, Shima, Moradpour, Reza, Mirjalili, Seyedali
Published in Expert systems with applications (01.03.2023)
Published in Expert systems with applications (01.03.2023)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
Combination of Deep Learning Grad-CAM and Radiomics for Automatic Localization and Diagnosis of Architectural Distortion on DBT
Chen, Xiao, Zhang, Yang, Zhou, Jiejie, Pan, Yong, Xu, Hanghui, Shen, Ying, Cao, Guoquan, Su, Min-Ying, Wang, Meihao
Published in Academic radiology (01.03.2025)
Published in Academic radiology (01.03.2025)
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Journal Article
Validation of expert system enhanced deep learning algorithm for automated screening for COVID-Pneumonia on chest X-rays
Gidde, Prashant Sadashiv, Prasad, Shyam Sunder, Singh, Ajay Pratap, Bhatheja, Nitin, Prakash, Satyartha, Singh, Prateek, Saboo, Aakash, Takhar, Rohit, Gupta, Salil, Saurav, Sumeet, M. V., Raghunandanan, Singh, Amritpal, Sardana, Viren, Mahajan, Harsh, Kalyanpur, Arjun, Mandal, Atanendu Shekhar, Mahajan, Vidur, Agrawal, Anurag, Agrawal, Anjali, Venugopal, Vasantha Kumar, Singh, Sanjay, Dash, Debasis
Published in Scientific reports (01.12.2021)
Published in Scientific reports (01.12.2021)
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Journal Article
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions
Lucieri, Adriano, Bajwa, Muhammad Naseer, Braun, Stephan Alexander, Malik, Muhammad Imran, Dengel, Andreas, Ahmed, Sheraz
Published in Computer methods and programs in biomedicine (01.03.2022)
Published in Computer methods and programs in biomedicine (01.03.2022)
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Journal Article
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping
Xu, Lei, Xu, Danya, Yi, Xinlei, Deng, Chao, Chai, Tianyou, Yang, Tao
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
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Journal Article
A deep learning model for diagnosis of inherited retinal diseases
Jafarbeglou, Freshteh, Ahmadieh, Hamid, Soleimani, Farnaz, Karimi, Ali, Daftarian, Narsis, Fekri, Sahba, Motevasseli, Tahmineh, Naderan, Morteza, Kamali Doust Azad, Babak, Sheikhtaheri, Abbas, Khorrami, Farid, Baghban Jaldian, Hemn, Bayat, Kia, Shahbazi, Saeideh, Yazdanpanah, Mahdi, Sabbaghi, Tahereh, Sheibani, Kourosh, Ghattan Kashani, Hadi, Shariat Panahi, Masoud, Sabbaghi, Hamideh
Published in Scientific reports (02.07.2025)
Published in Scientific reports (02.07.2025)
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Journal Article