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Gianfranco Doretto

Professor

University of Utah

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (20)

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2027

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2026

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2026

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2024

Collaborators (9)

Fang Li

Associate Consultant I, Assitatnt Professor

Mayo Clinic Florida

UNITED STATES

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Jianfu Li

Assistant Professor

Mayo Clinic Florida

UNITED STATES

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Saminur Islam

Graduate Teaching Assistant

North Carolina State University

UNITED STATES

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T. Hoang Ngan Le

Associate Professor

University of Arkansas

UNITED STATES

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Zhenyi Wang

Assistant Professor

University of Central Florida

UNITED STATES

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Shuteng Niu

Assistant Professor

Bowling Green State University

UNITED STATES

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Cui Tao

Chair

Mayo Clinic Florida

UNITED STATES

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Al Zadid Sultan Bin Habib

Graduate Teaching Assistant

West Virginia University

UNITED STATES

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Zhigang Deng

Moores Professor of Computer Science

University of Houston

UNITED STATES

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Gianfranco Doretto

Research Interests

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Articles (20)

iStructTab: Structured Feature Sequencing for Multimodal Learning of Image and Tabular Data

Teleportation: Defense Against Stealing Attacks of Data-Driven Healthcare APIs

Data Distribution Evolution for Robust EEG Emotion Recognition With Limited Data Resource

BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation

DynaTab: Dynamic Feature Ordering as Neural Rewiring for High-Dimensional Tabular Data

GOTabPFN: From Feature Ordering to Compact Tokenization for Tabular Foundation Models on High-Dimensional Data

SemLT3D: Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection

ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions

PS3N: leveraging protein sequence-structure similarity for novel drug-drug interaction discovery

TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering

SSL-SurvFormer: A Self-Supervised Learning and Continuously Monotonic Transformer Network for Missing Values in Survival Analysis

A survey of machine learning techniques in flavor prediction and analysis

Efficient Classification of Histopathology Images Using Highly Imbalanced Data

FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation

Improving Accuracy and Generalization for Efficient Visual Tracking

Online Stochastic Optimization for Data with Temporal Dependencies

Patch-Based Tiny Object Classification for High Resolution Aerial Images

Retain and Adapt: Online Sequential EEG Classification With Subject Shift

A Framework for Evaluating Model Trustworthiness in Classification of Very High Resolution Histopathology Images

Efficient Classification of Histopathology Images

Collaborators (9)

Fang Li

Jianfu Li

Saminur Islam

T. Hoang Ngan Le

Zhenyi Wang

Shuteng Niu

Cui Tao

Al Zadid Sultan Bin Habib

Zhigang Deng

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