公开(公告)号：US12094572B1

公开(公告)日：2024-09-17

申请号：US17817896

申请日：2022-08-05

Applicant: NVIDIA Corporation

Inventor： Johnny Israeli ,  Avantika Lal ,  Michael Vella ,  Nikolai Yakovenko ,  Zhen Hu

IPC: G16B30/00 ,  G06F18/214 ,  G06F18/24 ,  G06N3/04 ,  G06N3/08

CPC classification number: G16B30/00 ,  G06F18/214 ,  G06F18/24 ,  G06N3/0418 ,  G06N3/08

Abstract: The present disclosure provides methods, systems, and computer program products that use deep learning models to classify candidate mutations detected in sequencing data, particularly suboptimal sequencing data. The methods, systems, and programs provide for increased efficiency, accuracy, and speed in identifying mutations from a wide range of sequencing data.

公开(公告)号：US11443832B2

公开(公告)日：2022-09-13

申请号：US16296135

申请日：2019-03-07

Applicant: NVIDIA Corporation

Inventor： Johnny Israeli ,  Avantika Lal ,  Michael Vella ,  Nikolai Yakovenko ,  Zhen Hu

IPC: G16B30/00 ,  G06K9/62 ,  G06N3/04 ,  G06N3/08

Abstract: The present disclosure provides methods, systems, and computer program products that use deep learning models to classify candidate mutations detected in sequencing data, particularly suboptimal sequencing data. The methods, systems, and programs provide for increased efficiency, accuracy, and speed in identifying mutations from a wide range of sequencing data.