Thi-Thao Tran

45 papers C 1Journal 31Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
1S-MambaMatch: A semi-supervised and One-shot learning framework with Multi-input Visual State Space Model for skin lesion segmentation.
Biomed. Signal Process. Control.
Viet-Thanh Nguyen, Gia-Bao Truong, Van-Truong Pham, Thi-Thao Tran
2025 J jnl
A dense attention Mamba-based network with Adaptive Sigmoid Fowlkes-Mallows Loss for enhanced medical image segmentation.
Image Vis. Comput.
Van Quang Nguyen, Thi-Thao Tran, Gia-Bao Truong, Nhu-Linh Than, Ngoc-Khai Hoang, Dinh-Hieu Nguyen, Van-Truong Pham
2025 J jnl
CapNet: An Automatic Attention-Based with Mixer Model for Cardiovascular Magnetic Resonance Image Segmentation.
J. Imaging Inform. Medicine
Viet-Tien Pham, Tu Ngoc Vu, Hoang-Minh-Quang Le, Van-Truong Pham, Thi-Thao Tran
2025 J jnl
DermoMamba: a cross-scale Mamba-based model with guide fusion loss for skin lesion segmentation in dermoscopy images.
Pattern Anal. Appl.
Ngoc-Khai Hoang, Dinh-Hieu Nguyen, Thi-Thao Tran, Van-Truong Pham
2025 J jnl
GLAC-Unet: Global-Local Active Contour Loss with an Efficient U-Shaped Architecture for Multiclass Medical Image Segmentation.
J. Imaging Inform. Medicine
Minh-Nhat Trinh, Thi-Thao Tran, Do-Hai-Ninh Nham, Men-Tzung Lo, Van-Truong Pham
2025 — conf
Lite-SCMamba: A Lightweight Model Applying Spatial and Channel Attention with Mamba Framework for Medical Image Segmentation.
IUKM (1)
Quang-Huy Ho, Thi-Nhu-Quynh Nguyen, Duy-Thai Nguyen, Minh-Quang Phan, Thi-Thao Tran, Van-Truong Pham
2025 J jnl
LiteNeXt: A novel lightweight ConvMixer-based model with Self-embedding Representation Parallel for medical image segmentation.
Biomed. Signal Process. Control.
Ngoc-Du Tran, Thi-Thao Tran, Quang-Huy Nguyen, Manh-Hung Vu, Van-Truong Pham
2025 J jnl
MLFork: Bearing fault diagnosis via Mamba-powered few-shot learning model with multi-level architecture enhanced by spatial-wise and channel-wise local vector attention.
Neurocomputing
Duy-Thai Nguyen, Van-Quoc-Viet Nguyen, Thi-Thao Tran, Van-Truong Pham
2025 J jnl
Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis.
Appl. Intell.
Nhu-Linh Than, Van Quang Nguyen, Gia-Bao Truong, Van-Truong Pham, Thi-Thao Tran
2025 J jnl
Multiple Local-Global Correlation-Based Deep Neural Network with Selective Kernel Attention for Bearing Fault Diagnosis.
Cogn. Comput.
Van-Quang Nguyen, Thi-Thao Tran, Manh-Hung Vu, Van-Truong Pham, Men-Tzung Lo
2025 J jnl
ResMamba-ULite: A lightweight model for medical image segmentation with residual visual state space and multiple attention.
Multim. Tools Appl.
Dinh-Hieu Nguyen, Ngoc-Khai Hoang, Van-Truong Pham, Thi-Thao Tran
2025 J jnl
SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention for bearing fault diagnosis.
Comput. Electr. Eng.
Gia-Bao Truong, Thi-Thao Tran, Nhu-Linh Than, Van Quang Nguyen, Nguyen Thi Hue, Van-Truong Pham
2024 J jnl
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation.
CoRR
Viet-Thanh Nguyen, Van-Truong Pham, Thi-Thao Tran
2024 J jnl
Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features.
IEEE Trans. Instrum. Meas.
Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham, Men-Tzung Lo
2024 J jnl
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation.
CoRR
Ngoc-Du Tran, Thi-Thao Tran, Quang-Huy Nguyen, Manh-Hung Vu, Van-Truong Pham
2024 J jnl
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation.
CoRR
Thi-Nhu-Quynh Nguyen, Quang-Huy Ho, Duy-Thai Nguyen, Hoang-Minh-Quang Le, Van-Truong Pham, Thi-Thao Tran
2024 J jnl
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation.
CoRR
Dinh-Phu Tran, Quoc-Anh Nguyen, Van-Truong Pham, Thi-Thao Tran
2023 — conf
1M parameters are enough? A lightweight CNN-based model for medical image segmentation.
APSIPA ASC
Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham
2023 J jnl
1M parameters are enough? A lightweight CNN-based model for medical image segmentation.
CoRR
Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham
2023 — conf
A CNN-Transformer-based Approach for Medical Image Segmentation.
ICSSE
Thi-Thao Tran, Dinh-Thien Vu, Thi-Hue Nguyen, Van-Truong Pham
2023 — conf
A Deep Learning Approach based on MLP-mixer Models for Bearing Fault Diagnosis.
ICSSE
Van-Quang Nguyen, Manh-Hung Vu, Van-Truong Pham, Thi-Thao Tran
2023 J jnl
A Fully Convolutional Network with Waterfall Atrous Spatial Pooling and Localized Active Contour Loss for Fish Segmentation.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Thanh Viet Le, Van Yem Vu, Van-Truong Pham, Thi-Thao Tran
2023 J jnl
An EffcientNet-encoder U-Net Joint Residual Refinement Module with Tversky-Kahneman Baroni-Urbani-Buser loss for biomedical image Segmentation.
Biomed. Signal Process. Control.
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Viet-Dung Nguyen, Van-Truong Pham, Thi-Thao Tran
2023 J jnl
Attention ConvMixer Model and Application for Fish Species Classification.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Thanh Viet Le, Hoang-Minh-Quang Le, Van Yem Vu, Thi-Thao Tran, Van-Truong Pham
2023 — conf
CMC-Net: A New Transformer-Based Architecture for Polyp Segmentation.
RIVF
Thanh-Thu Nguyen, Binh-Duong Dinh, Thi-Thao Tran, Van-Truong Pham
2023 — conf
CPA-Unet: A Solution for Left Ventricle Segmentation from Magnetic Resonance Images.
ICSSE
Ngoc-Tu Vu, Viet-Tien Pham, Van-Truong Pham, Thi-Thao Tran
2023 — conf
CellFormer: A DaViT Transformer-Based Method for Nuclei Segmentation.
RIVF
Viet-Tien Pham, Ngoc-Tu Vu, Van-Truong Pham, Thi-Thao Tran
2023 — conf
ConvmixFormer-Unet: A New Approach for Medical Image Segmentation based on Convmixer and Transformer.
ICCAIS
Van-Quang Nguyen, Quang-Huy Nguyen, Thi-Thao Tran
2023 — conf
PyBoFormer: Pyramid Selected Boundary Transformer for Polyp Segmentation.
ICCAIS
Ngoc-Tu Vu, Viet-Tien Pham, Thi-Thao Tran, Van-Truong Pham
2023 J jnl
Spatial and Temporal Hand-Raising Recognition from Classroom Videos Using Locality, Relative Position-Aware Non-Local Networks and Hand Tracking.
Vietnam. J. Comput. Sci.
Thu-Hien Le, Hoang-Nhat Tran, Phuong-Dung Nguyen, Hong-Quan Nguyen, Thuy-Binh Nguyen, Thanh-Hai Tran, Hai Vu, Thi-Thao Tran, Thi-Lan Le
2022 — conf
An Attention-PiDi-UNet and Focal Active Contour loss for Biomedical Image Segmentation.
RIVF
Minh-Nhat Trinh, Do-Hai-Ninh Nham, Van-Truong Pham, Thi-Thao Tran
2022 J jnl
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation.
Multim. Tools Appl.
Thi-Thao Tran, Van-Truong Pham
2022 — conf
KPmixer-a ConvMixer-based Network for Finger Knuckle Print Recognition.
ICCAIS
Ngoc-Du Tran, Huy-Hoang Le, Van-Truong Pham, Thi-Thao Tran
2022 — conf
MSMA-Net: A Multi-scale Multidirectional Adaptation Network for Polyp Segmentation.
RIVF
Trung-Kien Le, Hoang-Minh-Quang Le, Thi-Thao Tran, Van-Truong Pham
2022 — conf
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation.
ICCAIS
Dinh-Phu Tran, Quoc-Anh Nguyen, Van-Truong Pham, Thi-Thao Tran
2021 J jnl
EAR-UNet: A deep learning-based approach for segmentation of tympanic membranes from otoscopic images.
Artif. Intell. Medicine
Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Po-Yu Chen, Men-Tzung Lo
2021 J jnl
Tympanic membrane segmentation in otoscopic images based on fully convolutional network with active contour loss.
Signal Image Video Process.
Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Men-Tzung Lo
2019 J jnl
Empirical Mode Decomposition and Monogenic Signal-Based Approach for Quantification of Myocardial Infarction From MR Images.
IEEE J. Biomed. Health Informatics
Thi-Thao Tran, Van-Truong Pham, Chen Lin, Hui-Wen Yang, Yung-Hung Wang, Kuo-Kai Shyu, Wen-Yih Isaac Tseng, Mao-Yuan Marine Su, Lian-Yu Lin, Men-Tzung Lo
2016 J jnl
Shape collaborative representation with fuzzy energy based active contour model.
Eng. Appl. Artif. Intell.
Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Chen Lin, Pa-Chun Wang, Men-Tzung Lo
2014 J jnl
Image segmentation using fuzzy energy-based active contour with shape prior.
J. Vis. Commun. Image Represent.
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
2014 J jnl
Multiphase B-spline level set and incremental shape priors with applications to segmentation and tracking of left ventricle in cardiac MR images.
Mach. Vis. Appl.
Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Lian-Yu Lin, Yung-Hung Wang, Men-Tzung Lo
2014 J jnl
Zernike moment and local distribution fitting fuzzy energy-based active contours for image segmentation.
Signal Image Video Process.
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
2013 J jnl
Moment-based alignment for shape prior with variational B-spline level set.
Mach. Vis. Appl.
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
2012 J jnl
Unsupervised active contours driven by density distance and local fitting energy with applications to medical image segmentation.
Mach. Vis. Appl.
Kuo-Kai Shyu, Van-Truong Pham, Thi-Thao Tran, Po-Lei Lee
2008 C conf
MRI image segmentation based on fast global minimization of snake model.
ICARCV
Thi-Thao Tran, Po-Lei Lee, Van-Truong Pham, Kuo-Kai Shyu