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Medical Image Analysis, Volume 93
Volume 93, 2024
- Daan J. Geijs
, Stephan Dooper
, Witali Aswolinskiy
, Lisa M. Hillen
, Avital L. Amir, Geert Litjens
:
Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning. 103063 - Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez
, Kristen L. Beck, Orest B. Boyko
, Tanveer F. Syeda-Mahmood
:
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond. 103064 - Michael I. Miller
, Alain Trouvé
, Laurent Younes:
Space-feature measures on meshes for mapping spatial transcriptomics. 103068 - Saarthak Kapse
, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta
, Joel H. Saltz
, Dimitris Samaras, Prateek Prasanna:
Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning. 103070 - Neda Zamanitajeddin
, Mostafa Jahanifar
, Mohsin Bilal
, Mark Eastwood, Nasir M. Rajpoot
:
Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer. 103071 - Ramy Hussein
, David D. Shin, Moss Y. Zhao
, Jia Guo
, Guido A. Davidzon
, Gary Steinberg, Michael E. Moseley
, Greg Zaharchuk
:
Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks. 103072 - Sophie Loizillon
, Simona Bottani, Aurélien Maire
, Sebastian Ströer, Didier Dormont
, Olivier Colliot
, Ninon Burgos
:
Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. 103073 - Yanshuai Tu, Xin Li
, Zhonglin Lu
, Yalin Wang
:
Adaptive smoothing of retinotopic maps based on Teichmüller parametrization. 103074 - Dwarikanath Mahapatra
, Behzad Bozorgtabar
, Zongyuan Ge
, Mauricio Reyes:
GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable features for multi-label chest Xray classification. 103075 - Antoine Théberge
, Christian Desrosiers
, Arnaud Boré
, Maxime Descoteaux, Pierre-Marc Jodoin
:
What matters in reinforcement learning for tractography. 103085 - Zeus Harnod
, Chen Lin, Hui-Wen Yang, Zih-Wen Wang
, Han-Luen Huang, Tse-Yu Lin
, Chun-Yao Huang, Lian-Yu Lin, Hsu-Wen Vincent Young
, Men-Tzung Lo
:
A transferable in-silico augmented ischemic model for virtual myocardial perfusion imaging and myocardial infarction detection. 103087 - Jasper Linmans
, Gabriel Raya
, Jeroen van der Laak
, Geert Litjens
:
Diffusion models for out-of-distribution detection in digital pathology. 103088 - Boyeong Woo
, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra
:
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative. 103089 - Michele Svanera
, Mattia Savardi, Alberto Signoroni
, Sergio Benini
, Lars Muckli
:
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data. 103090 - Lisa R. Pankewitz
, Kristian Gregorius Hustad
, Sachin Govil, James C. Perry
, Sanjeet Hegde, Renxiang Tang, Jeffrey H. Omens
, Alistair A. Young
, Andrew D. McCulloch
, Hermenegild Arevalo
:
A universal biventricular coordinate system incorporating valve annuli: Validation in congenital heart disease. 103091 - Mingchao Li
, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang
, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
:
OCTA-500: A retinal dataset for optical coherence tomography angiography study. 103092 - Fabian Bongratz
, Anne-Marie Rickmann
, Christian Wachinger
:
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI. 103093 - Xi Fang
, Daeseung Kim, Xuanang Xu
, Tianshu Kuang
, Nathan Lampen
, Jungwook Lee, Hannah H. Deng
, Michael A. K. Liebschner, James J. Xia, Jaime Gateno, Pingkun Yan
:
Correspondence attention for facial appearance simulation. 103094 - Zhe Xu
, Donghuan Lu
, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong
:
Separated collaborative learning for semi-supervised prostate segmentation with multi-site heterogeneous unlabeled MRI data. 103095 - Tae Jun Jang
, Hye Sun Yun
, Chang Min Hyun
, Jong-Eun Kim
, Sang-Hwy Lee
, Jin Keun Seo
:
Fully automatic integration of dental CBCT images and full-arch intraoral impressions with stitching error correction via individual tooth segmentation and identification. 103096 - Lucy Godson
, Navid Alemi Koohbanani
, Jeremie Nsengimana, Graham P. Cook, Emily L. Clarke, Darren Treanor
, D. Timothy Bishop
, Julia Newton-Bishop
, Ali Gooya
, Derek R. Magee
:
Immune subtyping of melanoma whole slide images using multiple instance learning. 103097 - Yukun Zhou
, Moucheng Xu
, Yipeng Hu, Stefano B. Blumberg
, An Zhao, Siegfried K. Wagner
, Pearse A. Keane
, Daniel C. Alexander:
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. 103098 - André Ferreira
, Jianning Li, Kelsey L. Pomykala
, Jens Kleesiek
, Victor Alves
, Jan Egger:
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy. 103100 - Ilaria Gabusi
, Matteo Battocchio
, Sara Bosticardo
, Simona Schiavi
, Alessandro Daducci
:
Blurred streamlines: A novel representation to reduce redundancy in tractography. 103101 - Jinghan Sun
, Dong Wei
, Liansheng Wang
, Yefeng Zheng
:
Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correction. 103102 - Chuan-Xian Ren, Gengxin Xu
, Dao-Qing Dai, Li Lin
, Ying Sun, Qing-Shan Liu:
Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data. 103103 - Philipp Seeböck
, José Ignacio Orlando
, Martin Michl, Julia Mai
, Ursula Schmidt-Erfurth
, Hrvoje Bogunovic
:
Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection. 103104 - William Consagra, Lipeng Ning
, Yogesh Rathi:
Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI. 103105
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