ISBI

Publications

2023

Yuhui Du, Fulin Wu, Ju Niu, Vince D. Calhoun
An Adaptive Semi-Supervised Deep Clustering and Its Application to Identifying Biotypes of Psychiatric Disorders. ISBI (2023)
Yanzhou Su, Changjian Deng, Zhongying Deng, Jin Ye, Junjun He, Jian Cheng
Go To The Right: A Real-Time and Accurate Polyp Segmentation Model for Practical Use. ISBI (2023)
Ruiwen Ding, Erika Rodriguez, Ana Cristina Araujo Lemos Da Silva, William Hsu
Using Graph Neural Networks to Capture Tumor Spatial Relationships for Lung Adenocarcinoma Recurrence Prediction. ISBI (2023)
Naresh Nandakumar, David Hsu, Raheel Ahmed, Archana Venkataraman
A Deep Learning Framework to Localize the Epileptogenic Zone from Dynamic Functional Connectivity Using a Combined Graph Convolutional and Transformer Network. ISBI (2023)
Artur Wysoczanski, Elsa D. Angelini, Yifei Sun, Benjamin M. Smith, Eric A. Hoffman, Karen Stukovsky, Matthew Budoff, Karol E. Watson, J. Jeffrey Carr, Elizabeth C. Oelsner, R. Graham Barr, Andrew F. Laine
Multi-View Cnn For Total Lung Volume Inference On Cardiac Computed Tomography. ISBI (2023)
Noah Lewis, Armin Iraji, Robyn L. Miller, Vince D. Calhoun
Topological Correction of Subject-Level Intrinsic Connectivity Networks. ISBI (2023)
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. ISBI (2023)
Xue Liu, Juan Zou, Tao Sun, Ruoyou Wu, Xiawu Zheng, Cheng Li, Shanshan Wang
Iterative Data Refinement for Self-Supervised Learning MR Image Reconstruction. ISBI (2023)
Zijian Chen, Soumya Das, Moo K. Chung
Sulcal Pattern Matching with the Wasserstein Distance. ISBI (2023)
Difei Gu, Dexu Wang, Xiaofan Zhang, Hongsheng Li
Semi-Supervised Pulmonary Airway Segmentation with Two-Stage Feature Specialization Mechanism. ISBI (2023)
Meenu Ajith, Vince D. Calhoun
Functional Network Connectivity Based Mental Health Category Prediction from Rest-fMRI Data. ISBI (2023)
Anjany Sekuboyina, Jannik Irmai, Suprosanna Shit, Jan Kirschke, Bjoern Andres, Bjoern H. Menze
Pushing the Limits of an FCN and A CRF Towards Near-Ideal Vertebrae Labelling. ISBI (2023)
Diego Bravo, Josué Ruano, María Jaramillo, Daniel Gallego, Martín Gómez, Fabio A. González, Eduardo Romero
Automatic Classification of Esophagogastroduodenoscopy Sub-Anatomical Regions. ISBI (2023)
Xilun Liu, Mohamed Almekkawy
Full Wave Inversion For Ultrasound Tomography Using Physics Based Deep Neural Network. ISBI (2023)
Xiaoxian Xu, Ying Wei, Jie Zheng, Zhongxiang Ding, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Feng Shi, Dinggang Shen
Multi-Scale Supervised Contrastive Learning for Benign-Malignant Classification of Pulmonary Nodules in Chest Ct Scans. ISBI (2023)
Pablo Toledo Margalef, Pablo Navarro, Tábita Hünemeier, Alexandre C. Pereira, Rolando González-José, Claudio Delrieux
Deep Learning Based UV Facial Imaging Generation. ISBI (2023)
Cheng Li, Yousuf Babiker M. Osman, Weijian Huang, Zhenzhen Xue, Hua Han, Hairong Zheng, Shanshan Wang
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation. ISBI (2023)
Zexin Li, Yiyang Lin, Yifeng Wang, Zijie Fang, Hao Bian, Runze Hu, Xiu Li, Yongbing Zhang
ST-MKSC: The FF-FFPE Stain Transfer Based on Multiple Key Structure Constraint. ISBI (2023)
Yeqi Wang, Weijian Huang, Cheng Li, Xiawu Zheng, Yusong Lin, Shanshan Wang
Adaptive PromptNet for Auxiliary Glioma Diagnosis Without Contrast-Enhanced MRI. ISBI (2023)
Lulin Zou, Rong Zhang, Lijun Guo
DDEW-net: Automatic Assessment of Scoliosis through Dual Decoder Enhancement Network. ISBI (2023)
Brett Levac, Ajil Jalal, Jonathan I. Tamir
Accelerated Motion Correction for MRI Using Score-Based Generative Models. ISBI (2023)
Zequan Liu, Suhong Wang, Zidong Chen, Zhifeng Xiao
UCITransNet: A Deep Neural Model with FC-CRFs and Object-Level Data Augmentation for Cell Instance Segmentation. ISBI (2023)
Dayang Wang, Yongshun Xu, Shuo Han, Hengyong Yu
Masked Autoencoders for Low-dose CT Denoising. ISBI (2023)
Hongmin Cai, Tingting Dan, Zhuobin Huang, Guorong Wu
OSR-NET: Ordinary Differential Equation-Based Brain State Recognition Neural Network. ISBI (2023)
Fenghe Tang, Lingtao Wang, Chunping Ning, Min Xian, Jianrui Ding
CMU-NeT: A Strong Convmixer-Based Medical Ultrasound Image Segmentation Network. ISBI (2023)
Yihan Wu, Ali Gholipour, Lana Vasung, Davood Karimi
A Computational Framework for Characterizing Normative Development of Structural Brain Connectivity in the Perinatal Stage. ISBI (2023)
SeokHwan Oh, Myeong-Gee Kim, Young-Min Kim, Guil Jung, Hyuksool Kwon, Hyeon-Min Bae
Spatio-Temporal Quantitative Ultrasound Imaging for Breast Cancer Identification. ISBI (2023)
Christopher Andreassen, Saul Fuster, Helga Hardardottir, Emiel A. M. Janssen, Kjersti Engan
Deep Learning for Predicting Metastasis on Melanoma Wsis. ISBI (2023)
Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression. ISBI (2023)
Haotian Wang, Min Xian, Aleksandar Vakanski, Bryar Shareef
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis. ISBI (2023)
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption. ISBI (2023)
Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
Diabetic Retinopathy Detection Using 3D OCT Features. ISBI (2023)
Yikun Jiang, Xiaoru Yuan, Yuru Pei
Spatially-Consistent Implicit Volumetric Function for Uni- and Bi-Planar X-Ray-Based Computed Tomography Reconstruction. ISBI (2023)
Xiaozhao Liu, Mianxin Liu, Lang Mei, Yuyao Zhang, Feng Shi, Han Zhang, Dinggang Shen
Mining Fmri Dynamics with Parcellation Prior for Brain Disease Diagnosis. ISBI (2023)
Eugenia Mylona, Dimitrios G. Zaridis, Nikolaos S. Tachos, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features. ISBI (2023)
Ruimin Feng, Qing Wu, Yuyao Zhang, Hongjiang Wei
A Scan-Specific Unsupervised Method for Parallel MRI Reconstruction Via Implicit Neural Representation. ISBI (2023)
Pranav Suresh, Bhaskar Ray, Bishal Thapaliya, Britny Farahdel, Behnam Kazemivash, Jiayu Chen, Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu
Effective Training Strategy for NN Models of Working Memory Classification with Limited Samples. ISBI (2023)
Iris Kolenbrander, Evi M. C. Huijben, Johanna N. A. Bergmans, Kim F. M. van Bussel, Josien P. W. Pluim, Maureen A. J. M. van Eijnatten
The Importance of Realistic Training Deformations for Respiratory CT Registration. ISBI (2023)
Wanlin Huang, Wenhui Wu, Yuanhao Gong
3D Hand Bones and Tissue Estimation from a Single 2D X-Ray Image Via a Two-Stream Deep Neural Network. ISBI (2023)
Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong
Self-Supervised Vision-Language Pretraining for Medial Visual Question Answering. ISBI (2023)
Flora Estermann, Valérie Kaftandjian, Philippe Guy, Philippe Quetin, Philippe Delachartre
PWML Detection in 3D Cranial Ultrasound Volumes using Over-segmentation and Multimodal Classification with Deep Learning. ISBI (2023)
Bei Li, Guanping Xu, Dongfang Shen, Song Zheng, Jianhui Chen, Yinran Chen, Xiongbiao Luo
A Densely Connected Attention Spatiotemporal U-Net for Kidney and Renal Artery Segmentation in CT Images. ISBI (2023)
Sipei Li, Jianzhong He, Tengfei Xue, Guoqiang Xie, Shun Yao, Yuqian Chen, Erickson F. Torio, Yuanjing Feng, Dhiego Chaves de Almeida Bastos, Yogesh Rathi, Nikos Makris, Ron Kikinis, Wenya Linda Bi, Alexandra J. Golby, Lauren J. O'Donnell, Fan Zhang
DEEPRGVP: A novel microstructure-informed supervised contrastive learning framework for automated identification of the retinogeniculate pathway using dMRI tractography. ISBI (2023)
Lanhong Yao, Zheyuan Zhang, Ulas Bagci
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation. ISBI (2023)
Ralph Saber, David Henault, Rolando Rebolledo, Simon Turcotte, Samuel Kadoury
Ensemble Tabnet Predicting a T-Cell/MHC-I-Based Immune Profile Biomarker for Colorectal Liver Metastases from CT Images. ISBI (2023)
Amirkhosro Kazemi, Marcus F. Stoddard, Amir A. Amini
TKE-Net: Deep Learning for Estimation of Super-Resolved Turbulent Kinetic Energy Maps from 4D-Flow MRI Data. ISBI (2023)
Jean-Christophe Fillion-Robin, Aaron Bray, Jared Vicory, Rachel B. Clipp, Guilherme J. M. Garcia, John S. Rhee, Andinet Enquobahrie
An Integrated Virtual Surgical Planning System for Nasal Airway Obstruction. ISBI (2023)
Omnia Alwazzan, Abbas Khan, Ioannis Patras, Gregory G. Slabaugh
MOAB: Multi-Modal Outer Arithmetic Block for Fusion of Histopathological Images and Genetic Data for Brain Tumor Grading. ISBI (2023)
Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images. ISBI (2023)
Samaneh Choupani, François Varray, Bruno Gilles, Jean-Christophe Béra, Damien Garcia
Arterial Pressure Loss from Vascular Vector Flow Mapping with Conventional Color Doppler. ISBI (2023)