Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations.

[BibT_eX]

[DOI]

Hong Liu

Dong Wei

Medical Image Anal., January, 2024

Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correction.

[BibT_eX]

[DOI]

Medical Image Anal., 2024

Dynamic Entity-Masked Graph Diffusion Model for histopathological image Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2024

SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms.

[BibT_eX]

[DOI]

Karthikesh Varma Chintalapati

Chethan Radhakrishna

Sri Chandana Hudukula Ram Kumar

CoRR, 2024

Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning.

[BibT_eX]

[DOI]

Haoyue Song

Jiacheng Wang

Liansheng Wang

CoRR, 2024

Identification of senescence related hub genes and potential therapeutic compounds for dilated cardiomyopathy via comprehensive transcriptome analysis.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Data-Efficient Radiology Report Generation via Similar Report Features Enhancement.

[BibT_eX]

[DOI]

Yanfeng Li

Jinghan Sun

Liansheng Wang

Proceedings of the Applications of Medical Artificial Intelligence, 2024

Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Shifted-Rectangle-Window Based Transformer for non-Displaced Femoral Neck Fracture Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

cgMSI: pathogen detection within species from nanopore metagenomic sequencing data.

[BibT_eX]

[DOI]

BMC Bioinform., December, 2023

Shared-Specific Feature Learning With Bottleneck Fusion Transformer for Multi-Modal Whole Slide Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, November, 2023

Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., October, 2023

XBound-Former: Toward Cross-Scale Boundary Modeling in Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, June, 2023

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, May, 2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.

[BibT_eX]

[DOI]

Chinedu Innocent Nwoye

Ricardo Sanchez-Matilla

Mohammad Hasan Sarhan

Velmurugan Balasubramanian

Jakob-Anton Aschenbrenner

Nicolas Elini van der Kar

Mengya Xu

Mobarakol Islam

Lalithkumar Seenivasan

Medical Image Anal., May, 2023

Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

A Real-Time Network for Fast Breast Lesion Detection in Ultrasound Videos.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray Pair.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Medical Boundary Diffusion Model for Skin Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-Ray.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

G2LL: Global-To-Local Self-Supervised Learning for Label-Efficient Transformer-Based Skin Lesion Segmentation in Dermoscopy Images.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

CT-Guided Survival Prediction of Esophageal Cancer.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Two-Stage Segmentation Framework Based on Distance Transformation.

[BibT_eX]

[DOI]

Sensors, 2022

Deepfakes: A new threat to image fabrication in scientific publications?

[BibT_eX]

[DOI]

Patterns, 2022

Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

CoCycleReg: Collaborative cycle-consistency method for multi-modal medical image registration.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19.

[BibT_eX]

[DOI]

CoRR, 2022

Spatial-temporal Fusion Network for Fast Video Shadow Detection.

[BibT_eX]

[DOI]

Junhao Lin

Liansheng Wang

Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Clustering-Based Multi-instance Learning Network for Whole Slide Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2022

Lesion Guided Explainable Few Weak-Shot Medical Report Generation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

A New Dataset and a Baseline Model for Breast Lesion Detection in Ultrasound Videos.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

UNet-2022: Exploring Dynamics in Non-isomorphic Architecture.

[BibT_eX]

[DOI]

Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2022

Boundry-Aware Pyramid Transformer For Polyp Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2022) co-located with the 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022), 2022

Personalizing Federated Medical Image Segmentation via Local Calibration.

[BibT_eX]

[DOI]

Jiacheng Wang

Yueming Jin

Liansheng Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Deep Sub-Region Network for Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge.

[BibT_eX]

[DOI]

Upasana Upadhyay Bharadwaj

Medical Image Anal., 2021

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.

[BibT_eX]

[DOI]

Diana Mîndroc-Filimon

Jon Lindström Bolmgren

Annette Kopp-Schneider

Beat P. Müller-Stich

Lena Maier-Hein

Medical Image Anal., 2021

LNDb challenge on automatic lung cancer patient management.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

nnFormer: Interleaved Transformer for Volumetric Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

The Medical Segmentation Decathlon.

[BibT_eX]

[DOI]

Annette Kopp-Schneider

Patrick Ferdinand Christ

Jennifer Goli-Pernicka

CoRR, 2021

Snipe: highly sensitive pathogen detection from metagenomic sequencing data.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Boundary-Aware Transformers for Skin Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Cross-Domain Landmarks Detection in Mitral Regurgitation.

[BibT_eX]

[DOI]

Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

A novel approach combined transfer learning and deep learning to predict TMB from histology image.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Robust Medical Instrument Segmentation Challenge 2019.

[BibT_eX]

[DOI]

Diana Mîndroc-Filimon

Jon Lindström Bolmgren

Annette Kopp-Schneider

Beat Peter Müller-Stich

Lena Maier-Hein

CoRR, 2020

A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Superpixel-Guided Label Softening for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Direct Prediction of BRAFV600E Mutation from Histopathological Images in Papillary Thyroid Carcinoma with a Deep Learning Workflow.

[BibT_eX]

[DOI]

Proceedings of the CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, 2020

2019

Accurate automated Cobb angles estimation using multi-view extrapolation net.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

RP-Net: A 3D Convolutional Neural Network for Brain Segmentation From Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Liansheng Wang

Cong Xie

Nianyin Zeng

IEEE Access, 2019

Nested Dilation Network (NDN) for Multi-Task Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2019

An Automated and Accurate Spine Curve Analysis System.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Multi-task Learning Method for Direct Estimation of Spinal Curvature.

[BibT_eX]

[DOI]

Jiacheng Wang

Liansheng Wang

Changhua Liu

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2019

2018

ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Utility Balanced Classification for Automatic Electronic Medical Record Analysis.

[BibT_eX]

[DOI]

Liansheng Wang

Qiuhao Xu

Shuo Li

Proceedings of the 5th International Conference on Systems and Informatics, 2018

An ADMM-net Solution to Inverse Problem of Electrocardiology.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Systems and Informatics, 2018

2017

Broken and degraded document images binarization.

[BibT_eX]

[DOI]

Yiping Chen

Liansheng Wang

Neurocomputing, 2017

ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images.

[BibT_eX]

[DOI]

CoRR, 2017

A segmentation and classification scheme for single tooth in MicroCT images based on 3D level set and k-means++.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2017

Volume calculation of CT lung lesions based on Halton low-discrepancy sequences.

[BibT_eX]

[DOI]

Shusheng Li

Liansheng Wang

Shuo Li

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Direct aneurysm volume estimation by multi-view semi-supervised manifold learning.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Prediction of lymphocytosis using machine learning algorithm based on checkup data.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Systems and Informatics, 2017

2016

Random projections and Single BoW for fast and Robust texture segmentation.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

2015

Application of L0-Norm Regularization to Epicardial Potential Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Noninvasive Electrocardiographic Imaging of Cardiac Arrhythmias: Enhance the Diagnosis of Bundle Branch Block.

[BibT_eX]

[DOI]

Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

A 3D Segmentation and Visualization Scheme for Solid and Non-solid Lung Lesions Based on Gaussian Filtering Regularized Level Set.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on 3D Vision, 2014

2010

Structure-preserving multiscale vessel enhancing diffusion filter.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2008

Estimation of the Current Density in a Dynamic Heart Model and Visualization of Its Propagation.

[BibT_eX]

[DOI]

Liansheng Wang

Pheng-Ann Heng

Tien-Tsin Wong

Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Liansheng Wang

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