Mengling Feng

National University of Singapore (NUS)

Singapore

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Professors in Medical Imaging

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Articles (18)

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2022

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2021

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2021

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2021

Collaborators (2)

Kee Yuan Ngiam

Associate Professor

National University of Singapore (NUS)

SINGAPORE

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Ling Huang

National University of Singapore

SINGAPORE

View details

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Mengling Feng

Research Interests

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Contact this professor

Articles (18)

Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in Clean and Mixture Speech

A review of uncertainty quantification in medical image analysis: Probabilistic and non-probabilistic methods

AI Use in Mammography for Diagnosing Metachronous Contralateral Breast Cancer

Predicting intubation for intensive care units patients: A deep learning approach to improve patient management

The SingHealth Perioperative and Anesthesia Subject Area Registry (PASAR), a large-scale perioperative data mart and registry

Frailty Modeling using Machine Learning Methodologies: A Systematic Review with Discussions on Outstanding Questions

Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in Clean and Mixture Speech

Data-Efficient Computational Pathology Platform for Faster and Cheaper Breast Cancer Subtype Identifications: Development of a Deep Learning Model

Automatic Calcification Morphology and Distribution Classification for Breast Mammograms With Multi-Task Graph Convolutional Neural Network

Federated Learning for Electronic Health Records

A Clustering-Based Optimization Method for the Driving Cycle Construction: A Case Study in Fuzhou and Putian, China

End-to-End Calcification Distribution Pattern Recognition for Mammograms: An Interpretable Approach with GNN

Automated Machine Learning (AutoML)-Derived Preconception Predictive Risk Model to Guide Early Intervention for Gestational Diabetes Mellitus

FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images

Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: A Retrospective Study (Preprint)

Self-Correcting Recurrent Neural Network for Acute Kidney Injury Prediction in Critical Care

Interpretable and Lightweight 3-D Deep Learning Model for Automated ACL Diagnosis

Association of fluid balance with mortality in sepsis is modified by admission hemoglobin levels: A large database study

Collaborators (2)

Kee Yuan Ngiam

Ling Huang

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