Search results: machine+learning

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FaultSeg3D: Fast and accurate 3D fault delineation

Problem statementAccurate 3D mapping of faults from seismic images is essential for seismic structural interpretation, reservoir characterization and well placement. Current methods for fault delineation depend on calculating attributes that estimate seismic reflection continuities and discontinuities. These methods are slow and can take days to process....

Published: 2/1/2021 | Inventor(s): Sergey Fomel, Yunzhi Shi, Xinming Wu

Keywords(s): Artificial intelligence (AI), Drilling, Machine learning, Oil & gas upstream, Petrophysics, Unconventional reservoirs

Category(s): Computer software > Energy software > Oil & gas software

Deep learning for rapid and robust fluorescence lifetime imaging

Deep-learning approach has the potential to unlock fluorescent lifetime imaging for clinical applications. Fluorescence lifetime imaging microscopy (FLIM) is a widely used tool for biomedical imaging that offers many unique advantages over typical intensity-based fluorescence microscopy. FLIM is advancing fundamental biological research by enabling...

Published: 1/25/2021 | Inventor(s): Hsin-Chih (Tim) Yeh, Yuan-I Chen, Yin-Jui Chang, Shih-Chu Liao, Trung Nguyen, Soonwoo Hong, Yu-An Kuo, Hsin-Chin Li

Keywords(s): Artificial intelligence (AI), Cancer, Diagnostics, Imaging, Machine learning, Medical imaging, Microscopy

Category(s): Life sciences > Diagnostic, Life sciences > Imaging > Microscopy