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Enhanced diagnostic accuracy for multiple lung diseases using a fine-tuned MobileNetV2 model with advanced pre-processing techniques
Thakur, Deepak, Muni Mishra, Anand, Singh, Jaiteg, Bhardwaj, Vivek, Gera, Tanya
Published in Expert systems with applications (01.01.2025)
Published in Expert systems with applications (01.01.2025)
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Journal Article
Machine learning-based pipeline for automated intracerebral hemorrhage and drain detection, quantification, and classification in non-enhanced CT images (NeuroDrAIn)
Elsheikh, Samer, Elbaz, Ahmed, Rau, Alexander, Demerath, Theo, Kellner, Elias, Watzlawick, Ralf, Würtemberger, Urs, Urbach, Horst, Reisert, Marco
Published in PloS one (26.12.2024)
Published in PloS one (26.12.2024)
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Journal Article
Integrating Dimension Reduction and Out-of-Sample Extension in Automated Classification of Ex Vivo Human Patellar Cartilage on Phase Contrast X-Ray Computed Tomography
Nagarajan, Mahesh B., Coan, Paola, Huber, Markus B., Diemoz, Paul C., Wismüller, Axel
Published in PloS one (24.02.2015)
Published in PloS one (24.02.2015)
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Journal Article
A real-time web-based telemedicine framework based on AI and IoMT for emergency triage and initial diagnostics: the TeleMedQuick solution
Mohsin, Sura Saad, Salman, Omar H., Jasim, Abdulrahman Ahmed, Yahya, Marwan Zakariya, Alwindawi, Hajer
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2025)
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Journal Article
DeepCell Kiosk: scaling deep learning–enabled cellular image analysis with Kubernetes
Bannon, Dylan, Moen, Erick, Schwartz, Morgan, Borba, Enrico, Kudo, Takamasa, Greenwald, Noah, Vijayakumar, Vibha, Chang, Brian, Pao, Edward, Osterman, Erik, Graf, William, Van Valen, David
Published in Nature methods (01.01.2021)
Published in Nature methods (01.01.2021)
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Journal Article
Performance scaling for structural MRI surface parcellations: a machine learning analysis in the ABCD Study
Hahn, Sage, Owens, Max M, Yuan, DeKang, Juliano, Anthony C, Potter, Alexandra, Garavan, Hugh, Allgaier, Nicholas
Published in Cerebral cortex (New York, N.Y. 1991) (15.12.2022)
Published in Cerebral cortex (New York, N.Y. 1991) (15.12.2022)
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Journal Article
Automated deep learning segmentation of cardiac inflammatory FDG PET
Poitrasson-Rivière, Alexis, Vanderver, Michael D., Hagio, Tomoe, Arida-Moody, Liliana, Moody, Jonathan B., Renaud, Jennifer M., Ficaro, Edward P., Murthy, Venkatesh L.
Published in Journal of nuclear cardiology (01.12.2024)
Published in Journal of nuclear cardiology (01.12.2024)
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Journal Article
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning
Hur, Kyunghoon, Oh, Jungwoo, Kim, Junu, Kim, Jiyoun, Lee, Min Jae, Cho, Eunbyeol, Moon, Seong-Eun, Kim, Young-Hak, Atallah, Louis, Choi, Edward
Published in IEEE journal of biomedical and health informatics (01.01.2024)
Published in IEEE journal of biomedical and health informatics (01.01.2024)
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Journal Article
Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance matrices
Kumar, Ankur, Dhanka, Sanjay, Sharma, Abhinav, Sharma, Anchal, Maini, Surita, Fahlevi, Mochammad, Rabby, Fazla, Aljuaid, Mohammed, Bansal, Rohit
Published in PloS one (18.06.2025)
Published in PloS one (18.06.2025)
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Journal Article
ResNet-SCDA-50 for Breast Abnormality Classification
Yu, Xiang, Kang, Cheng, Guttery, David S., Kadry, Seifedine, Chen, Yang, Zhang, Yu-Dong
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.01.2021)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.01.2021)
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Journal Article