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Medical Image Analysis, Volume 75
Volume 75, January 2022
- Jinkui Hao, Jiang Liu
, Ella Pereira
Uncertainty-guided graph attention network for parapneumonic effusion diagnosis. 102217 - Simona Bottani, Ninon Burgos
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. 102219 - Duyan Ta, Yanshuai Tu, Zhonglin Lu
Quantitative characterization of the human retinotopic map based on quasiconformal mapping. 102230 - Taiping Qu, Xiheng Wang, Chaowei Fang, Li Mao, Juan Li, Ping Li, Jinrong Qu, Xiuli Li, Huadan Xue, Yizhou Yu, Zhengyu Jin:
M3Net: A multi-scale multi-view framework for multi-phase pancreas segmentation based on cross-phase non-local attention. 102232 - Peng Yang, Cheng Zhao
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. 102244 - Jiequan Zhang, Qingyu Zhao, Ehsan Adeli
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment. 102246 - Yue Liu, Xingce Wang, Zhongke Wu, Karen López-Linares
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. 102249 - Wenyuan Li, Jiayun Li, Jennifer Polson, Zichen Wang, William Speier
High resolution histopathology image generation and segmentation through adversarial training. 102251 - Andreas Anastasiou, Ivor Cribben, Piotr Fryzlewicz:
Cross-covariance isolate detect: A new change-point method for estimating dynamic functional connectivity. 102252 - Pedro M. M. Pereira
Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate. 102254 - Chetan L. Srinidhi, Seung Wook Kim, Fu-Der Chen, Anne L. Martel
Self-supervised driven consistency training for annotation efficient histopathology image analysis. 102256 - Daniele Ravì
Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia. 102257 - Rong Tao
Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers. 102258 - Pei Wang, Albert C. S. Chung:
Relax and focus on brain tumor segmentation. 102259 - Tal Mezheritsky, Liset Vázquez Romaguera, William Le, Samuel Kadoury:
Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. 102260 - Shumao Pang, Chunlan Pang, Zhihai Su
DGMSNet: Spine segmentation for MR image by a detection-guided mixed-supervised segmentation network. 102261 - Pablo J. Blanco, Paulo G. P. Ziemer, Carlos A. Bulant, Yasushi Ueki, Ronald Bass, Lorenz Räber, Pedro A. Lemos
Fully automated lumen and vessel contour segmentation in intravascular ultrasound datasets. 102262 - Vien Ngoc Dang
Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation. 102263 - Pushpak Pati, Guillaume Jaume, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran
Hierarchical graph representations in digital pathology. 102264 - Adrià Casamitjana
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas. 102265 - Yunbi Liu, Ling Yue, Shifu Xiao, Wei Yang, Dinggang Shen, Mingxia Liu:
Assessing clinical progression from subjective cognitive decline to mild cognitive impairment with incomplete multi-modal neuroimages. 102266 - Zihao Wang, Thomas Demarcy, Clair Vandersteen, Dan Gnansia, Charles Raffaelli, Nicolas Guevara, Hervé Delingette
Bayesian logistic shape model inference: Application to cochlear image segmentation. 102268 - Shunli Wang
Measurement of local orientation of cardiomyocyte aggregates in human left ventricle free wall samples using X-ray phase-contrast microtomography. 102269 - Ching-Wei Wang
Deep learning for bone marrow cell detection and classification on whole-slide images. 102270 - Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data. 102272 - Amelia Jiménez-Sánchez
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. 102273 - Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi
Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions. 102274 - Zhichao Liang, Shuangyang Zhang, Jian Wu, Xipan Li, Zhijian Zhuang, Qianjin Feng, Wufan Chen, Li Qi:
Automatic 3-D segmentation and volumetric light fluence correction for photoacoustic tomography based on optimal 3-D graph search. 102275 - Arezoo Zakeri
A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment. 102276 - Kailai Zhang, Nanfang Xu, Chenyi Guo, Ji Wu:
MPF-net: An effective framework for automated cobb angle estimation. 102277 - Maxime Di Folco, Pamela Moceri, Patrick Clarysse, Nicolas Duchateau:
Characterizing interactions between cardiac shape and deformation by non-linear manifold learning. 102278 - Nan Wang, Dongren Yao, Lizhuang Ma, Mingxia Liu:
Multi-site clustering and nested feature extraction for identifying autism spectrum disorder with resting-state fMRI. 102279 - Xiangde Luo
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. 102287 - Indrani Bhattacharya
Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework. 102288 - Bo Zhou
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography. 102289 - Jiacheng Wang, Yueming Jin, Shuntian Cai, Hongzhi Xu, Pheng-Ann Heng, Jing Qin, Liansheng Wang:
Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network. 102291 - Runze Han, Craig K. Jones
Deformable MR-CT image registration using an unsupervised, dual-channel network for neurosurgical guidance. 102292 - Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo:
Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation. 102293 - Jun Wang, Fengyexin Zhang, Xiuyi Jia, Xin Wang, Han Zhang, Shihui Ying, Qian Wang, Jun Shi, Dinggang Shen:
Multi-Class ASD Classification via Label Distribution Learning with Class-Shared and Class-Specific Decomposition. 102294 - Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li
Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning. 102295 - Ziyi Wang, Bo Lu, Xiaojie Gao, Yueming Jin, Zerui Wang, Tak Hong Cheung, Pheng-Ann Heng, Qi Dou, Yunhui Liu:
Unsupervised feature disentanglement for video retrieval in minimally invasive surgery. 102296 - Sangjoon Park, Gwanghyun Kim, Yujin Oh
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification. 102299 - György Kovács
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers. 102300 - Junhao Wen
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. 102304 - Bill Cassidy, Connah Kendrick, Andrzej Brodzicki
Analysis of the ISIC image datasets: Usage, benchmarks and recommendations. 102305
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