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ISBI
2002
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2022
2002
2022
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)