Hien Van Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 49

Top Venues

CoRR

MICCAI (1)

IEEE Trans. Image Process.

IEEE Trans. Medical Imaging

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Hien Van Nguyen, Thinh Quoc Huynh, Nhat Minh Nguyen, Anh Kim Su, Hai Thanh Nguyen
Comparative Analysis of Fine-Tuned MobileNet Versions on Fish Disease Detection. IMIS (2024)
Son T. Ly, Bai Lin, Hung Q. Vo, Dragan Maric, Badrinath Roysam, Hien Van Nguyen
Cellular data extraction from multiplexed brain imaging data using self-supervised Dual-loss Adaptive Masked Autoencoder. Artif. Intell. Medicine 151 (2024)
Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
Enhancing Radiological Diagnosis: A Collaborative Approach Integrating AI and Human Expertise for Visual Miss Correction. CoRR (2024)
Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen
Multimodal Learning and Cognitive Processes in Radiology: MedGaze for Chest X-ray Scanpath Prediction. CoRR (2024)
Akash Awasthi, Safwan Ahmad, Bryant Le, Hien Van Nguyen
Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis. CoRR (2024)
Samira Zare, Hien Van Nguyen
Evaluating and Improving Domain Invariance in Contrastive Self-Supervised Learning by Extrapolating the Loss Function. IEEE Access 11 (2023)
Nicola Altini, Michele Rossini, Sándor Turkevi-Nagy, Francesco Pesce, Paola Pontrelli, Berardino Prencipe, Francesco Berloco, Surya Seshan, Jean-Baptiste Gibier, Aníbal Pedraza Dorado, Gloria Bueno, Licia Peruzzi, Mattia Rossi, Albino Eccher, Feifei Li, Adamantios Koumpis, Oya Beyan, Jonathan Barratt, Huy Quoc Vo, Chandra Mohan, Hien Van Nguyen, Pietro Antonio Cicalese, Angela Ernst, Loreto Gesualdo, Vitoantonio Bevilacqua, Jan Ulrich Becker
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. Comput. Methods Programs Biomed. 242 (2023)
Huy Q. Vo, Pietro Antonio Cicalese, Surya Seshan, Syed Asad Rizvi, Aneesh Vathul, Gloria Bueno, Anibal Pedraza Dorado, Niels Grabe, Katharina Stolle, Francesco Pesce, Joris J. T. H. Roelofs, Jesper Kers, Vitoantonio Bevilacqua, Nicola Altini, Bernd Schröppel, Dario Roccatello, Antonella Barreca, Savino Sciascia, Chandra Mohan, Hien Van Nguyen, Jan U. Becker
Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). CoRR (2023)
Akash Awasthi, Son Ly, Jaer Nizam, Samira Zare, Videet Mehta, Safwan Ahmed, Keshav Shah, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
Anomaly Detection in Satellite Videos using Diffusion Models. CoRR (2023)
Pengyu Yuan, Shirui Wang, Wenyi Hu, Prashanth Nadukandi, German Ocampo Botero, Xuqing Wu, Hien Van Nguyen, Jiefu Chen
Self-Supervised Learning for Efficient Antialiasing Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Samira Zare, Hien Van Nguyen
Removal of Confounders via Invariant Risk Minimization for Medical Diagnosis. MICCAI (8) (2022)
Son T. Ly, Bai Lin, Hung Q. Vo, Maric Dragan, Badri Roysam, Hien Van Nguyen
Student Collaboration Improves Self-Supervised Learning: Dual-Loss Adaptive Masked Autoencoder for Brain Cell Image Analysis. CoRR (2022)
Syed Asad Rizvi, Akash Awasthi, Maria J. Peláez, Zhihui Wang, Vittorio Cristini, Hien Van Nguyen, Prashant Dogra
Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics. CoRR (2022)
Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen
PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing. ICIP (2021)
Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. CoRR (2021)
Xinyue Zhang, Jiahao Ding, Maoqiang Wu, Stephen T. C. Wong, Hien Van Nguyen, Miao Pan
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data. WACV (2021)
Pietro Antonio Cicalese, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan Becker, Chandra Mohan, Hien Van Nguyen
MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors. MICCAI (8) (2021)
Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. BHI (2021)
S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
Deep reinforcement learning in medical imaging: A literature review. Medical Image Anal. 73 (2021)
S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
Deep reinforcement learning in medical imaging: A literature review. CoRR (2021)
Samira Zare, Hien Van Nguyen
PICASO: Permutation-Invariant Cascaded Attentional Set Operator. CoRR (2021)
Pengyu Yuan, Wenyi Hu, Xuqing Wu, Jiefu Chen, Hien Van Nguyen
First arrival picking using U-net with Lovasz loss and nearest point picking method. CoRR (2021)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40 (10) (2021)
Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction. CoRR (2020)
Xunsheng Du, Hien Van Nguyen, Chunxiao Jiang, Yong Li, F. Richard Yu, Zhu Han
Virtual Relay Selection in LTE-V: A Deep Reinforcement Learning Approach to Heterogeneous Data. IEEE Access 8 (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) (2020)
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Van Nguyen, Rong Yu, Miao Pan, Stephen T. Wong
Evaluation of Inference Attack Models for Deep Learning on Medical Data. CoRR (2020)
Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
DECAPS: Detail-Oriented Capsule Networks. CoRR (2020)
Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR (2020)
Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. IEEE Trans. Medical Imaging 39 (1) (2020)
Poojan Oza, Hien Van Nguyen, Vishal M. Patel
Multiple Class Novelty Detection Under Data Distribution Shift. ECCV (7) (2020)
Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. MLMIR@MICCAI (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) (2020)
Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR (2020)
Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) (2020)
Aryan Mobiny, Hien Van Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks. CoRR (2019)
Ilker Gurcan, Hien Van Nguyen
Surgical Activities Recognition Using Multi-scale Recurrent Networks. ICASSP (2019)
Aryan Mobiny, Hien Van Nguyen
Fast CapsNet for Lung Cancer Screening. MICCAI (2) (2018)
Aryan Mobiny, Hien Van Nguyen
Fast CapsNet for Lung Cancer Screening. CoRR (2018)
Xunsheng Du, Huaqing Zhang, Hien Van Nguyen, Zhu Han
Stacked LSTM Deep Learning Model for Traffic Prediction in Vehicle-to-Vehicle Communication. VTC Fall (2017)
Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks. CoRR (2017)
Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa
Coupled Projections for Adaptation of Dictionaries. IEEE Trans. Image Process. 24 (10) (2015)
Vishal M. Patel, Hien Van Nguyen, René Vidal
Latent Space Sparse and Low-Rank Subspace Clustering. IEEE J. Sel. Top. Signal Process. 9 (4) (2015)
Hien Van Nguyen, Shaohua Kevin Zhou, Raviteja Vemulapalli
Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network. MICCAI (1) (2015)
Hien Van Nguyen, Huy Tho Ho, Vishal M. Patel, Rama Chellappa
DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning. IEEE Trans. Image Process. 24 (12) (2015)
Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou
Unsupervised Cross-Modal Synthesis of Subject-Specific Scans. ICCV (2015)
Hien Van Nguyen, Vishal M. Patel
Max residual classifier. WACV (2014)
Hien Van Nguyen, Fatih Porikli
Support Vector Shape: A Classifier-Based Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. 35 (4) (2013)
Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
A comparison of methods for non-rigid 3D shape retrieval. Pattern Recognit. 46 (1) (2013)
Vishal M. Patel, Hien Van Nguyen, René Vidal
Latent Space Sparse Subspace Clustering. ICCV (2013)
Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa
Generalized Domain-Adaptive Dictionaries. CVPR (2013)
Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
Design of Non-Linear Kernel Dictionaries for Object Recognition. IEEE Trans. Image Process. 22 (12) (2013)
Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
Kernel dictionary learning. ICASSP (2012)
Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. ECCV (6) (2012)
Ashish Shrivastava, Hien Van Nguyen, Vishal M. Patel, Rama Chellappa
Design of Non-Linear Discriminative Dictionaries for Image Classification. ACCV (1) (2012)
Hien Van Nguyen, Fatih Porikli
Concentric ring signature descriptor for 3D objects. ICIP (2011)
Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. 3DOR@Eurographics (2011)
Hien Van Nguyen, Amit Banerjee, Rama Chellappa
Tracking via object reflectance using a hyperspectral video camera. CVPR Workshops (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hien Van Nguyen