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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
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
The BCPM method: decoding breast cancer with machine learning
Almarri, Badar, Gupta, Gaurav, Kumar, Ravinder, Vandana, Vandana, Asiri, Fatima, Khan, Surbhi Bhatia
Published in BMC medical imaging (17.09.2024)
Published in BMC medical imaging (17.09.2024)
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Journal Article
A tool to automatically analyze electromagnetic tracking data from high dose rate brachytherapy of breast cancer patients
Götz, Th. I., Lahmer, G., Strnad, V., Bert, Ch, Hensel, B., Tomé, A. M., Lang, E. W.
Published in PloS one (21.09.2017)
Published in PloS one (21.09.2017)
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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
Scaling multi-instance support vector machine to breast cancer detection on the BreaKHis dataset
Seo, Hoon, Brand, Lodewijk, Barco, Lucia Saldana, Wang, Hua
Published in Bioinformatics (24.06.2022)
Published in Bioinformatics (24.06.2022)
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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