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Medical Image Analysis, Volume 97
Volume 97, 2024
- Baiying Lei
, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. 103213 - Madeleine K. Wyburd
Anatomically plausible segmentations: Explicitly preserving topology through prior deformations. 103222 - Ling Huang
A review of uncertainty quantification in medical image analysis: Probabilistic and non-probabilistic methods. 103223 - Gregory Holste
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. 103224 - Liang Peng, Songyue Cai
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. 103225 - Jie Liu
Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. 103226 - Christian Ritter
Multi-detector fusion and Bayesian smoothing for tracking viral and chromatin structures. 103227 - Yong Feng
A Bayesian network for simultaneous keyframe and landmark detection in ultrasonic cine. 103228 - Xin Yang, Lian Liu, Zhongnuo Yan, Junxuan Yu
Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound. 103229 - Luuk H. Boulogne
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. 103230 - Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang
Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. 103231 - Sana Ayromlou, Teresa Tsang
CCSI: Continual Class-Specific Impression for data-free class incremental learning. 103239 - Duwei Dai
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation. 103241 - Zengshuo Wang
Retinal image registration method for myopia development. 103242 - Wenyuan Chen
CP-Net: Instance-aware part segmentation network for biological cell parsing. 103243 - Haonan Peng
Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation. 103246 - Wentao Liu
DIAS: A dataset and benchmark for intracranial artery segmentation in DSA sequences. 103247 - Meiyue Song
PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis. 103248 - Shanlin Sun
Medical image registration via neural fields. 103249 - Rongchang Zhao, Zijun Xi
MIST: Multi-instance selective transformer for histopathological subtype prediction. 103251 - Zhikang Wang
Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. 103252 - Yang Nan
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. 103253 - Alexander Lu
Vessel-targeted compensation of deformable motion in interventional cone-beam CT. 103254 - Coen de Vente
Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. 103259 - Jiarui Sun, Yuhao Liu, Yan Xi, Gouenou Coatrieux, Jean-Louis Coatrieux
Multi-grained contrastive representation learning for label-efficient lesion segmentation and onset time classification of acute ischemic stroke. 103250 - Mingyu Wang, Chao Chen, Ziyue Xu, Lang Xu, Weiwei Zhan, Jing Xiao, Yiqing Hou, Bingsheng Huang
An interpretable two-branch bi-coordinate network based on multi-grained domain knowledge for classification of thyroid nodules in ultrasound images. 103255 - Qingbo Kang
Deblurring masked image modeling for ultrasound image analysis. 103256 - Philippe Weitz
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. 103257 - Wenqiang Zu
Embedded prompt tuning: Towards enhanced calibration of pretrained models for medical images. 103258 - Ainkaran Santhirasekaram, Mathias Winkler
A geometric approach to robust medical image segmentation. 103260 - Dwarikanath Mahapatra
ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification. 103261 - Takeaki Kadota
Deep Bayesian active learning-to-rank with relative annotation for estimation of ulcerative colitis severity. 103262 - Emanuele Colleoni
Guided image generation for improved surgical image segmentation. 103263 - Gabriel Reale-Nosei
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation. 103264 - Miao Chu
DCCAT: Dual-Coordinate Cross-Attention Transformer for thrombus segmentation on coronary OCT. 103265 - Xinlu Tang, Rui Guo, Chencheng Zhang, Xiaohua Qian
A causal counterfactual graph neural network for arising-from-chair abnormality detection in parkinsonians. 103266 - Bolun Zeng
A bidirectional framework for fracture simulation and deformation-based restoration prediction in pelvic fracture surgical planning. 103267 - Beniamin Di Veroli, Richard Lederman, Yigal Shoshan, Jacob Sosna, Leo Joskowicz
A graph-theoretic approach for the analysis of lesion changes and lesions detection review in longitudinal oncological imaging. 103268 - Nikita Moriakov
Improving lesion volume measurements on digital mammograms. 103269 - Matthis Manthe, Stefan Duffner, Carole Lartizien
Federated brain tumor segmentation: An extensive benchmark. 103270 - Gregory Buti, Ali Ajdari, Christopher P. Bridge
Diffusion tensor transformation for personalizing target volumes in radiation therapy. 103271 - Honghe Li, Jinzhu Yang
A spatio-temporal graph convolutional network for ultrasound echocardiographic landmark detection. 103272 - Ruoyu Guo
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning. 103273 - Meng Han
DMSPS: Dynamically mixed soft pseudo-label supervision for scribble-supervised medical image segmentation. 103274 - Boyun Zheng
Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. 103275 - Evi M. C. Huijben
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. 103276 - Rongzhao Zhang
EfficientQ: An efficient and accurate post-training neural network quantization method for medical image segmentation. 103277 - Virginia Fernandez
Generating multi-pathological and multi-modal images and labels for brain MRI. 103278 - Xinyue Hu, Lin Gu, Kazuma Kobayashi, Liangchen Liu, Mengliang Zhang, Tatsuya Harada, Ronald M. Summers, Yingying Zhu:
Interpretable medical image Visual Question Answering via multi-modal relationship graph learning. 103279 - Jieneng Chen, Jieru Mei
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers. 103280 - Yongbei Zhu, Shuo Wang
SFPL: Sample-specific fine-grained prototype learning for imbalanced medical image classification. 103281 - Thomas Sanchez
FetMRQC: A robust quality control system for multi-centric fetal brain MRI. 103282 - Wencong Zhang
PRSCS-Net: Progressive 3D/2D rigid Registration network with the guidance of Single-view Cycle Synthesis. 103283 - Shaoju Wu, Sila Kurugol
Improving the radiographic image analysis of the classic metaphyseal lesion via conditional diffusion models. 103284 - Wenxuan Li, Chongyu Qu
AbdomenAtlas: A large-scale, detailed-annotated, & multi-center dataset for efficient transfer learning and open algorithmic benchmarking. 103285 - Weiyi Xie
Structure and position-aware graph neural network for airway labeling. 103286 - Malo Alefsen de Boisredon d'Assier, Aloys Portafaix
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. 103287 - Linghan Cai
Know your orientation: A viewpoint-aware framework for polyp segmentation. 103288 - Shengyi Hua, Fang Yan
PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains. 103289 - Houxiang Wang, Jiaqing Chen, Zihao Yuan
NHSMM-MAR-sdNC: A novel data-driven computational framework for state-dependent effective connectivity analysis. 103290 - Vatsala Sharma
Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT. 103291 - Fanwei Kong
SDF4CHD: Generative modeling of cardiac anatomies with congenital heart defects. 103293 - Jiangbo Shi
E2-MIL: An explainable and evidential multiple instance learning framework for whole slide image classification. 103294 - Robbie Holland, Oliver Leingang
Metadata-enhanced contrastive learning from retinal optical coherence tomography images. 103296 - Chengyi Li
TS-AI: A deep learning pipeline for multimodal subject-specific parcellation with task contrasts synthesis. 103297 - Weijian Huang
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement. 103299 - Joseph Cox, Peng Liu, Skylar E. Stolte, Yunchao Yang, Kang Liu, Kyle B. See
BrainSegFounder: Towards 3D foundation models for neuroimage segmentation. 103301 - Wei Li, Ruifeng Bian, Wenyi Zhao
Diversity matters: Cross-head mutual mean-teaching for semi-supervised medical image segmentation. 103302 - Niccolò Marini
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning. 103303
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