Hien Van Nguyen - Publications, H-index & Citations

Hien Van Nguyen

University of Houston System

32H指数

165论文数

3.7K被引数

收录论文 31

发表时间

Frequency Strikes Back: Boosting Parameter-Efficient Foundation Mo del Adaptation for Medical Imaging 频率反击：提升医学成像中参数高效基础模型适配

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI

IF0

2026-01-01

PREAI

Ly, Son T.; Nguyen, Hien, V

MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant MAARTA：多智能体自适应放射学教学助手

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V

IF0

2026-01-01

PREAI

Awasth, Akash; Chung, Brandon, V; Vu, Anh M.; Le, Ngan; Agrawal, Rishi; Deng, Zhigang; Wu, Carol; Nguyen, Hien, V

Multistain Multicompartment Automatic Segmentation in Renal Biopsies with Thrombotic Microangiopathies and other Vasculopathies 多染多腔自动分割在血栓性微血管病和其他血管病变的肾活检中的应用

Computerized Medical Imaging and Graphics

IF4.9

2025-10-22

OAAI

Nicola Altini; Michela Prunella; Surya V. Seshan; Savino Sciascia; Antonella Barreca; Alessandro Del Gobbo; Stefan Porubsky; Hien Van Nguyen; Claudia Delprete; Berardino Prencipe; Deján Dobi; Daan P.C. van Doorn; Sjoerd A.M.E.G. Timmermans; Pieter van Paassen; Vitoantonio Bevilacqua; Jan Ulrich Becker

Prediction of response to intensified immunosuppression in childhood steroid-resistant nephrotic syndrome by multimodal machine learning 通过多模态机器学习预测儿童激素抵抗性肾病综合征对强化免疫抑制治疗的反应

Nephrology Dialysis Transplantation

IF5.6

2025-10-01

PREAI

Becker, Jan Ulrich; Quoc, Huy; Gimpel, Charlotte; Boral, Sengul; Morello, William; Saleem, Moin; Altini, Nicola; Mohan, Chandra; Nguyen, Hien, V; Schaefer, Franz

Modeling radiologists' cognitive processes using a digital gaze twin to enhance radiology training 利用数字眼动孪生技术建模放射科医师的认知过程，以提升放射学培训效果

SCIENTIFIC REPORTS

IF3.9

2025-04-21

OAAI

Awasthi, Akash; Vu, Anh Mai; Le, Ngan; Deng, Zhigang; Maulik, Supratik; Agrawal, Rishi; Wu, Carol C.; Nguyen, Hien Van

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

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2025-02-01

PREAI

Pham, Trong-Thang; Brecheisen, Jacob; Wu, Carol C.; Nguyen, Hien; Deng, Zhigang; Adjeroh, Donald; Doretto, Gianfranco; Choudhary, Arabinda; Le, Ngan

Deep learning-derived optimal aviation strategies to control pandemics

SCIENTIFIC REPORTS

IF3.9

2024-10-02

OAAI

Rizvi, Syed; Awasthi, Akash; Pelaez, Maria J.; Wang, Zhihui; Cristini, Vittorio; Nguyen, Hien Van; Dogra, Prashant

Cellular data extraction from multiplexed brain imaging data using self-supervised Dual-loss Adaptive Masked Autoencoder

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-05-01

PREAI

Ly, Son T.; Lin, Bai; Vo, Hung Q.; Maric, Dragan; Roysam, Badrinath; Nguyen, Hien V.

Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-12-01

OAAI

Altini, Nicola; Rossini, Michele; Turkevi-Nagy, Sandor; Pesce, Francesco; Pontrelli, Paola; Prencipe, Berardino; Berloco, Francesco; Seshan, Surya; Gibier, Jean-Baptiste; Dorado, Anibal Pedraza; Bueno, Gloria; Peruzzi, Licia; Rossi, Mattia; Eccher, Albino; Li, Feifei; Koumpis, Adamantios; Beyan, Oya; Barratt, Jonathan; Vo, Huy Quoc; Mohan, Chandra; Nguyen, Hien Van; Cicalese, Pietro Antonio; Ernst, Angela; Gesualdo, Loreto; Bevilacqua, Vitoantonio; Becker, Jan Ulrich

Evaluating and Improving Domain Invariance in Contrastive Self-Supervised Learning by Extrapolating the Loss Function

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Zare, Samira; Nguyen, Hien Van

Self-Supervised Learning for Efficient Antialiasing Seismic Data Interpolation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

PREAI

Yuan, Pengyu; Wang, Shirui; Hu, Wenyi; Nadukandi, Prashanth; Botero, German Ocampo; Wu, Xuqing; Hien Van Nguyen; Chen, Jiefu

Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-10-01

PREAI

Mobiny, Aryan; Yuan, Pengyu; Cicalese, Pietro A.; Moulik, Supratik K.; Garg, Naveen; Wu, Carol C.; Wong, Kelvin; Wong, Stephen T.; He, Tian Cheng; Nguyen, Hien V.

Deep reinforcement learning in medical imaging: A literature review 医学影像中的深度强化学习: 文献综述

MEDICAL IMAGE ANALYSIS

IF11.8

2021-10-01

101

OAAI

Zhou, S. Kevin; Le, Hoang Ngan; Luu, Khoa; Nguyen, Hien, V; Ayache, Nicholas

Enhance Portable Radiograph for Fast and High Accurate COVID-19 Monitoring

DIAGNOSTICS

IF3.3

2021-06-12

OAAI

Le, Ngan; Sorensen, James; Toan Bui; Choudhary, Arabinda; Luu, Khoa; Nguyen, Hien

Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks 使用大规模高度多重免疫荧光成像和深度神经网络的全脑组织映射工具包

NATURE COMMUNICATIONS

IF15.7

2021-03-10

OAAI

Maric, Dragan; Jahanipour, Jahandar; Li, Xiaoyang Rebecca; Singh, Aditi; Mobiny, Aryan; Hien Van Nguyen; Sedlock, Andrea; Grama, Kedar; Roysam, Badrinath

Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-02-01

OAAI

Cicalese, Pietro Antonio; Mobiny, Aryan; Shahmoradi, Zahed; Yi, Xiongfeng; Mohan, Chandra; Hien Van Nguyen

A robust first-arrival picking workflow using convolutional and recurrent neural networks

GEOPHYSICS

IF3.2

2020-09-01

PREAI

Yuan, Pengyu; Wang, Shirui; Hu, Wenyi; Wu, Xuqing; Chen, Jiefu; Hien Van Nguyen

Artificial intelligence and machine learning in nephropathology 肾脏病理学中的人工智能和机器学习

KIDNEY INTERNATIONAL

IF12.6

2020-07-01

OAAI

Becker, Jan U.; Mayerich, David; Padmanabhan, Meghana; Barratt, Jonathan; Ernst, Angela; Boor, Peter; Cicalese, Pietro A.; Mohan, Chandra; Nguyen, Hien V.; Roysam, Badrinath

If structure can exclaim: a novel robotic-assisted percussion method for spatial bolt-ball joint looseness detection

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2020-06-01

PREAI

Wang, Furui; Mobiny, Aryan; Nguyen, Hien Van; Song, Gangbing

Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-01-01

PREAI

Mobiny, Aryan; Lu, Hengyang; Nguyen, Hien V.; Roysam, Badrinath; Varadarajan, Navin

研究方向