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公开(公告)号：US20230029915A1
公开(公告)日：2023-02-02
申请号：US17819968
申请日：2022-08-16
发明人： Antoaneta Petkova Vladimirova , Yogesh P. Pandit , Vishakha Sharma , Tod M. Klingler , Hari Singhal
IPC分类号： G16H50/20 , G16H20/30 , G16H10/40 , G16H15/00 , G16H50/30 , G16B40/00 , G16B20/00 , G06T7/00 , G06V20/69
摘要： Methods and systems for performing a clinical prediction are provided. In one example, the method comprises: receiving first molecular data of a patient, the first molecular data including at least gene expressions of the patient; receiving first biopsy image data of the patient; processing, using a machine learning model, the first molecular data and the first biopsy image data to perform a clinical prediction of the patient's response to a treatment, wherein the machine learning model is generated or updated based on second molecular data including at least gene expressions and second biopsy image data of a plurality of patients; and generating an output of the clinical prediction.
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公开(公告)号：US11462325B2
公开(公告)日：2022-10-04
申请号：US16588289
申请日：2019-09-30
发明人： Antoaneta Petkova Vladimirova , Yogesh P. Pandit , Vishakha Sharma , Tod M. Klingler , Hari Singhal
IPC分类号： G16H50/20 , G16H20/30 , G16H10/40 , G16H15/00 , G16H50/30 , G16B40/00 , G16B20/00 , G06T7/00 , G06V20/69
摘要： Methods and systems for performing a clinical prediction are provided. In one example, the method comprises: receiving first molecular data of a patient, the first molecular data including at least gene expressions of the patient; receiving first biopsy image data of the patient; processing, using a machine learning model, the first molecular data and the first biopsy image data to perform a clinical prediction of the patient's response to a treatment, wherein the machine learning model is generated or updated based on second molecular data including at least gene expressions and second biopsy image data of a plurality of patients; and generating an output of the clinical prediction.
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