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Xiaofeng Liu

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Assistant Professor

Yale University

United States

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Recent Grants

Grant: Open

Deep Learning for Individualized Treatment Effect Inference with Multimodal Depiction

Open Date: 2024-06-01

Close Date: 2027-03-31

Articles (21)

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2022

Collaborators (18)

Mohd Shanawaz

Assistant Professor

jazan university

SAUDI ARABIA

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Mohd Shannawaz

Associate Professor

Amity University Noida

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Gang Liu

Senior Lecturer

University of Sydney

AUSTRALIA

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Zubair Kabir

Senior Lecturer in Public Health

University College Cork

IRELAND

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Paula Andrea Perez-Toro

Technical University of Munich

GERMANY

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Thibault Marin

Assistant Professor

Yale University

UNITED STATES

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Himal Kandel

Kornhauser Research Associate

The University of Sydney Save Sight Institute

AUSTRALIA

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Junzhou Huang

Professor

The University of Texas at Arlington

UNITED STATES

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Santosh Gaihre

University of Aberdeen

UNITED KINGDOM

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Jana Hutter

Professor of Multi-Modal Signal Professing

King’s College London

UNITED KINGDOM

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Natália Cruz-Martins

Researcher

University of Minho

PORTUGAL

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Jagadeesh Puvvula

Research Associate

University of Pennsylvania

UNITED STATES

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Senbagam Duraisamy

Asst. Professor

SRM Institute of Science and Technology

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Jonghye Woo

Associate Professor

Massachusetts General Hospital and Harvard Medical School

UNITED STATES

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Yafei Dong

Yale University

UNITED STATES

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Fangxu Xing

Harvard University

UNITED STATES

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Prince Peprah

Macquarie University

AUSTRALIA

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Basema Saddik

Professor and Acting Chair of Public Health and Epidemiology; Adjunct Professor

Khalifa University

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Xiaofeng Liu

Research Interests

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Recent Grants

Articles (21)

A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI

Scan-wise generalized PET denoising with contrastive adversarial learning

A long–short behavioral evolution modeling for video depression recognition

Collaborative instance-level and bag-level multiple instance learning with label disambiguation for whole slide image analysis

Three-Dimensional MRI Reconstruction With 3D Gaussian Representations: Tackling the Undersampling Problem

Ultra-High-Definition Image Restoration: New Benchmarks and a Dual Interaction Prior-Driven Solution

Causal Graph Learning for Face-Based Interpretable Hierarchical Diagnosis of Depression

Variance Extrapolated Class-Imbalance-Aware Domain Adaptive Myocardial Segmentation in Multi-Sequence Cardiac MRI

Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation

Texture and noise dual adaptation for infrared image super-resolution

Global, regional, and national burden of upper respiratory infections and otitis media, 1990–2021

Bayesian Posterior Distribution Estimation of Kinetic Parameters in Dynamic Brain PET Using Generative Deep Learning Models

Dendrite cross attention for high-dose-rate brachytherapy distribution planning

Vision-language foundation model for generalizable nasal disease diagnosis using unlabeled endoscopic records

Artificial intelligence-assisted detection of nasopharyngeal carcinoma on endoscopic images: a national, multicentre, model development and validation study

Ordinal Unsupervised Domain Adaptation With Recursively Conditional Gaussian Imposed Variational Disentanglement

Domain Adaptive Myocardial Segmentation Using Multi-Platform Cine Magnetic Resonance Images

Formation Tracking of Mobile Robots Using Only Constrained and Faulty Visual Feedback

IRSRMamba: Infrared Image Super-Resolution via Mamba-Based Wavelet Transform Feature Modulation Model

Infrared Image Super-Resolution: A Systematic Review and Future Trends

Constraining pseudo‐label in self‐training unsupervised domain adaptation with energy‐based model

Collaborators (18)

Mohd Shanawaz

Mohd Shannawaz

Gang Liu

Zubair Kabir

Paula Andrea Perez-Toro

Thibault Marin

Himal Kandel

Junzhou Huang

Santosh Gaihre

Jana Hutter

Natália Cruz-Martins

Jagadeesh Puvvula

Senbagam Duraisamy

Jonghye Woo

Yafei Dong

Fangxu Xing

Prince Peprah

Basema Saddik

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