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Medical Image Analysis, Volume 81
Volume 81, October 2022
- Sunggu Kyung
, Keewon Shin
, Hyunsu Jeong, Ki Duk Kim
, Jooyoung Park
, Kyungjin Cho, Jeong Hyun Lee, Gil-Sun Hong
, Namkug Kim:
Improved performance and robustness of multi-task representation learning with consistency loss between pretexts for intracranial hemorrhage identification in head CT. 102489 - Manan Lalit
, Pavel Tomancak, Florian Jug
:
EmbedSeg: Embedding-based Instance Segmentation for Biomedical Microscopy Data. 102523 - Chao Jin, Jayaram K. Udupa, Liming Zhao, Yubing Tong, Dewey Odhner
, Gargi Pednekar, Sanghita Nag, Sharon Lewis, Nicholas Poole
, Sutirth Mannikeri
, Sudarshana Govindasamy
, Aarushi Singh
, Joe Camaratta, Steve Owens, Drew A. Torigian:
Object recognition in medical images via anatomy-guided deep learning. 102527 - Xiahai Zhuang
, Jiahang Xu
, Xinzhe Luo
, Chen Chen
, Cheng Ouyang, Daniel Rueckert
, Víctor M. Campello
, Karim Lekadir
, Sulaiman Vesal
, Nishant Ravikumar
, Yashu Liu
, Gongning Luo, Jingkun Chen, Hongwei Li
, Buntheng Ly, Maxime Sermesant, Holger Roth
, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang
, Sen Yang, Lei Li
:
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge. 102528 - Yu Zhao
, Ke Zeng, Yiyuan Zhao
, Parmeet S. Bhatia, Mahesh Ranganath, Muhammed Labeeb Kozhikkavil, Chen Li
, Gerardo Hermosillo:
Deep learning solution for medical image localization and orientation detection. 102529 - Yicheng Wu
, Zongyuan Ge
, Donghao Zhang
, Minfeng Xu, Lei Zhang, Yong Xia
, Jianfei Cai:
Mutual consistency learning for semi-supervised medical image segmentation. 102530 - Joshua Bierbrier
, Houssem-Eddine Gueziri, D. Louis Collins
:
Estimating medical image registration error and confidence: A taxonomy and scoping review. 102531 - Fumin Guo
, Matthew Ng
, Grey Kuling
, Graham A. Wright:
Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors. 102532 - Sofie Tilborghs
, Jan Bogaert
, Frederik Maes
:
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI. 102533 - Hualin Wang, Yuhong Zhou, Jiong Zhang, Jianqin Lei, Dongke Sun, Feng Xu, Xiayu Xu
:
Anomaly segmentation in retinal images with poisson-blending data augmentation. 102534 - Yan Wang, Yangqin Feng, Lei Zhang, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Liangli Zhen
:
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. 102535 - Mina Jafari
, Susan T. Francis, Jonathan M. Garibaldi
, Xin Chen:
LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint. 102536 - Ahmed Naglah, Fahmi Khalifa, Ayman El-Baz, Dibson D. Gondim:
Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images. 102537 - Bo Zhou
, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan
, Michal Sofka
:
Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction. 102538 - Pengshuai Yang
, Xiaoxu Yin, Haiming Lu, Zhongliang Hu, Xuegong Zhang, Rui Jiang, Hairong Lv
:
CS-CO: A Hybrid Self-Supervised Visual Representation Learning Method for H&E-stained Histopathological Images. 102539 - Gia H. Ngo
, Minh Nguyen, Nancy F. Chen
, Mert R. Sabuncu:
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries. 102540 - Tiantian Xu, Ye Wu, Yoonmi Hong, Sahar Ahmad, Khoi Minh Huynh, Zhixing Wang
, Weili Lin, Wei-Tang Chang, Pew-Thian Yap:
Rapid Diffusion Magnetic Resonance Imaging Using Slice-Interleaved Encoding. 102548 - Alessia Atzeni
, Loïc Peter, Eleanor D. Robinson, Emily Blackburn
, Juri Althonayan
, Daniel C. Alexander
, Juan Eugenio Iglesias:
Deep active learning for suggestive segmentation of biomedical image stacks via optimisation of Dice scores and traced boundary length. 102549 - Liangliang Liu
, Yu-Ping Wang, Yi Wang, Pei Zhang, Shufeng Xiong
:
An enhanced multi-modal brain graph network for classifying neuropsychiatric disorders. 102550 - Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes:
Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image. 102551 - Xiaojiao Xiao, Jianfeng Zhao, Shuo Li
:
Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI. 102554 - Arnaud Boutillon
, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar:
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. 102556 - Lisa Kausch
, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Leonardo Ayala, Jan Siad El Barbari, Eric Mandelka, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
C-arm positioning for standard projections during spinal implant placement. 102557 - Xiyue Wang
, Sen Yang
, Jun Zhang, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang
, Xiao Han
:
Transformer-based unsupervised contrastive learning for histopathological image classification. 102559 - Rui Guo, Hao Li
, Chencheng Zhang, Xiaohua Qian
:
A tree-structure-guided graph convolutional network with contrastive learning for the assessment of parkinsonian hand movements. 102560 - Yawen Wu
, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
:
Distributed contrastive learning for medical image segmentation. 102564 - Xiebo Geng, Xiuli Liu, Shenghua Cheng
, Shaoqun Zeng:
Cervical cytopathology image refocusing via multi-scale attention features and domain normalization. 102566 - Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou
:
Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation. 102567 - Juan Carlos Angeles Ceron
, Gilberto Ochoa Ruiz
, Leonardo Chang
, Sharib Ali
:
Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion. 102569 - Nicola K. Dinsdale, Mark Jenkinson
, Ana I. L. Namburete:
STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation. 102583
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