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03/30/2023
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms
Pulmonary Embolisms (PE) represent a leading cause of cardiovascular dea...
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08/08/2020
Spatial Sharing of GPU for Autotuning DNN models
GPUs are used for training, inference, and tuning the machine learning m...
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05/19/2020
Assertion Detection in Multi-Label Clinical Text using Scope Localization
Multi-label sentences (text) in the clinical domain result from the rich...
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11/07/2018
Deep Neural Networks for ECG-free Cardiac Phase and End-Diastolic Frame Detection on Coronary Angiographies
Invasive coronary angiography (ICA) is the gold standard in Coronary Art...
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05/08/2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation
Simultaneous segmentation of multiple organs from different medical imag...
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04/14/2018
Select, Attend, and Transfer: Light, Learnable Skip Connections
Skip connections in deep networks have improved both segmentation and cl...
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05/20/2013