ISBI

Keyphrases

Publications

2022

Fan Yang, Guorong Wu, Won Hwa Kim
Disentangled Representation of Longitudinal Β-Amyloid for AD Via Sequential Graph Variational Autoencoder with Supervision. ISBI (2022)
Ella Lan
A Novel Deep Learning Architecture By Integrating Visual Simultaneous Localization And Mapping (Vslam) Into Cnn For Real-Time Surgical Video Analysis. ISBI (2022)
Safwan Wshah, Beilei Xu, Jason H. T. Bates, Katelin Morrissette
Deep Fusion of Ultrasound Videos for Furosemide Classification. ISBI (2022)
Hoang Nguyen Ngoc, Vu Hoang, Trung H. Bui, Steven Q. H. Truong, Thanh Huynh Minh, Duong Nguyen Van, Trang Nguyen Thi Minh, Cong Cung Van
An Efficient Approach for Tuberculosis Diagnosis on Chest X-Ray. ISBI (2022)
Rekha Saha, Debbrata K. Saha, Md Abdur Rahaman, Zening Fu, Vince D. Calhoun
Longitudinal Whole-Brain Functional Network Change Patterns Over A Two-Year Period In The ABCD Data. ISBI (2022)
Kyung-Su Kim, Chae Yeon Lim, Myung Jin Chung
Low-Dose Computed Tomography Reconstruction without Learning Data: Performance Improvement by Exploiting Joint Correlation Between Adjacent Slices. ISBI (2022)
K. Pavan Kumar Reddy, Viswanath P. Sudarshan, Jayavardhana Gubbi, Arpan Pal
Structural-Mr Informed QSM Reconstruction Using Deep Image Prior. ISBI (2022)
Anjali Doshi, Marian Shaw, Ruxandra Tonea, Rosalía Minyety, Soonhee Moon, Andrew Laine, Jia Guo, Tal Danino
A Deep Learning Pipeline For Segmentation of Proteus Mirabilis Colony Patterns. ISBI (2022)
Ravi Kamble, Aman Srivastava, Nitin Singhal
LADEN: Lesion-Aware Adversarial Deep Network for Grading of Macular Diseases Using Color Fundus Images. ISBI (2022)
Egor Panfilov, Simo Saarakkala, Miika T. Nieminen, Aleksei Tiulpin
Predicting Knee Osteoarthritis Progression from Structural MRI Using Deep Learning. ISBI (2022)
Linkai Peng, Li Lin, Pujin Cheng, Ziqi Huang, Xiaoying Tang
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning. ISBI (2022)
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers
Graph-Based Small Bowel Path Tracking with Cylindrical Constraints. ISBI (2022)
Elina Thibeau-Sutre, Baptiste Couvy-Duchesne, Didier Dormont, Olivier Colliot, Ninon Burgos
MRI Field Strength Predicts Alzheimer's Disease: a Case Example of Bias in the ADNI Data Set. ISBI (2022)
Markus Philipp, Neal Bacher, Stefan Saur, Franziska Mathis-Ullrich, Andrés Bruhn
From Chairs To Brains: Customizing Optical Flow For Surgical Activity Localization. ISBI (2022)
Aliasghar Tarkhan, Trung Kien Nguyen, Noah Simon, Thomas Bengtsson, Paolo Ocampo, Jian Dai
Attention-Based Deep Multiple Instance Learning with Adaptive Instance Sampling. ISBI (2022)
Debbrata K. Saha, Rogers F. Silva, Bradley T. Baker, Vince D. Calhoun
Decentralized Spatially Constrained Source-Based Morphometry. ISBI (2022)
Yueyun Liu, Yu Wang, Yuping Duan
Effective 3d Boundary Learning via a Nonlocal Deformable Network. ISBI (2022)
Antanas Kascenas, Rory Young, Bjørn Sand Jensen, Nicolas Pugeault, Alison Q. O'Neil
Anomaly Detection via Context and Local Feature Matching. ISBI (2022)
Sébastien Levilly, Saïd Moussaoui, Jean-Michel Serfaty
Navier-Stokes-Based Regularization for 4d Flow MRI Super-Resolution. ISBI (2022)
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
Cats: Complementary CNN and Transformer Encoders for Segmentation. ISBI (2022)
Shiyu Wu, Guole Liu, Ge Yang
Fast Particle Picking For Cryo-Electron Tomography Using One-Stage Detection. ISBI (2022)
Usma Niyaz, Deepti R. Bathula
Augmenting Knowledge Distillation with Peer-to-Peer Mutual Learning for Model Compression. ISBI (2022)
Xavier Rolland, Pierre Maurel, Camille Maumet
Towards Efficient FMRI Data Re-Use: Can We Run Between-Group Analyses with Datasets Processed Differently with SPM? ISBI (2022)
A. N. Madhavanunni, Mahesh Raveendranatha Panicker
Lesion Detectability and Contrast Enhancement with Beam Multiply and Sum Beamforming for Non-Steered Plane Wave Ultrasound Imaging. ISBI (2022)
Wang Bo, Tao Li, Xinhui Liu, Kai Wang
SAA: Scale-Aware Attention Block For Multi-Lesion Segmentation Of Fundus Images. ISBI (2022)
Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song
Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup. ISBI (2022)
Michele Ambrosanio, Maria Maddalena Autorino, Stefano Franceschini, Fabio Baselice, Vito Pascazio
Microwave Breast Imaging Via Deep Learning. ISBI (2022)
Xinkai Zhao, Chaowei Fang, De-Jun Fan, Xutao Lin, Feng Gao, Guanbin Li
Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image Segmentation. ISBI (2022)
Lixin Gong, Pinghong Zhou, Di Dong, Hao Hu, Jie Tian
Low-Shot Early Gastric Cancer Diagnostic Model Driven By Unsupervised Features. ISBI (2022)
Esteban Vaca, Miriam Menzel, Katrin Amunts, Markus Axer, Timo Dickscheid
GORDA: Graph-Based Orientation Distribution Analysis of SLI Scatterometry Patterns of Nerve Fibres. ISBI (2022)
Subhashis Banerjee, Dimitrios Toumpanakis, Ashis Kumar Dhara, Johan Wikström, Robin Strand
Topology-Aware Learning for Volumetric Cerebrovascular Segmentation. ISBI (2022)
Mo Zhang, Bin Dong, Quanzheng Li
Ms-Gwnn: Multi-Scale Graph Wavelet Neural Network for Breast Cancer Diagnosis. ISBI (2022)
Deepa Anand, Rohan Patil, Utkarsh Agrawal, Rahul Venkataramani, Hariharan Ravishankar, Prasad Sudhakar
Towards Generalization of Medical Imaging AI Models: Sharpness-Aware Minimizers and Beyond. ISBI (2022)
Zimeng Tan, Jianjiang Feng, Wangsheng Lu, Yin Yin, Guangming Yang, Jie Zhou
Cerebrovascular Landmark Detection under Anatomical Variations. ISBI (2022)
Mingyang Liu, Li Xiao, Huiqin Jiang, Qing He
CCAT-NET: A Novel Transformer Based Semi-Supervised Framework For Covid-19 Lung Lesion Segmentation. ISBI (2022)
Ming Zeng, Na Zeng, Jiansheng Fang, Jiang Liu
Factorized Convolution with Spectral Normalization for Fundus Screening. ISBI (2022)
Zifan Chen, Jie Zhao, Hao Yu, Yue Zhang, Li Zhang
Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-Fine Localization and Classification. ISBI (2022)
Qing Zou, Luis A. Torres, Sean B. Fain, Mathews Jacob
Dynamic Imaging Using Motion-Compensated Smoothness Regularization on Manifolds (MOCO-STORM). ISBI (2022)
Elizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation. ISBI (2022)
Srishti Gautam, Marina M.-C. Höhne, Stine Hansen, Robert Jenssen, Michael Kampffmeyer
Demonstrating the Risk of Imbalanced Datasets in Chest X-Ray Image-Based Diagnostics by Prototypical Relevance Propagation. ISBI (2022)
Haykel Snoussi, Benoît Combès, Olivier Commowick, Elise Bannier, Anne Kerbrat, Julien Cohen-Adad, Christian Barillot, Emmanuel Caruyer
Reproducibility and Evolution of Diffusion Mri Measurements Within the Cervical Spinal Cord in Multiple Sclerosis. ISBI (2022)
Sui Paul Ang, Son Lam Phung, Matthew Field, Mark Matthias Schira
An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective Function. ISBI (2022)
Mo Zhang, Bin Dong, Quanzheng Li
Joint Attention for Medical Image Segmentation. ISBI (2022)
Wei Liao, Ching-Yun Ko, Tsui-Wei Weng, Luca Daniel, Joel Voldman
Facile Prediction of Neutrophil Activation State from Microscopy Images: A New Dataset and Comparative Deep Learning Approaches. ISBI (2022)
Hoang T. N. Nguyen, Dong Nie, Taivanbat Badamdorj, Yujie Liu, Lingzi Hong, Jason Truong, Li Cheng
EDDIE-Transformer: Enriched Disease Embedding Transformer for X-Ray Report Generation. ISBI (2022)
Hao He, Fan Zhang, Steve Pieper, Nikos Makris, Yogesh Rathi, William M. Wells III, Lauren J. O'Donnell
Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning Approach. ISBI (2022)
Mingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong
Advanced Deep Networks for 3d Mitochondria Instance Segmentation. ISBI (2022)
Manuel Petit, Guillaume Cerutti, Christophe Godin, Grégoire Malandain
Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T Series. ISBI (2022)
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical Learning. ISBI (2022)
Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra
Synthetic Magnetic Resonance Images for Domain Adaptation: Application to Fetal Brain Tissue Segmentation. ISBI (2022)