Category: Medical Image Analysis

Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis

ScienceDirect Publication: Medical Image Analysis Edit "Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis"

Publication date: January 2024

Source: Medical Image Analysis, Volume 91

Author(s): Ričards Marcinkevičs, Patricia Reis Wolfertstetter, Ugne Klimiene, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Ece Ozkan, Christian Knorr, Julia E. Vogt

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training

ScienceDirect Publication: Medical Image Analysis Edit "An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training"

Publication date: Available online 20 November 2023

Source: Medical Image Analysis

Author(s): Daniele Ravi, Alzheimer’s Disease Neuroimaging Initiative, Frederik Barkhof, Daniel C. Alexander, Lemuel Puglisi, Geoffrey J.M. Parker, Arman Eshaghi

Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration

ScienceDirect Publication: Medical Image Analysis Edit "Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration"

Publication date: Available online 21 November 2023

Source: Medical Image Analysis

Author(s): Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartłomiej W. Papież

A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos

ScienceDirect Publication: Medical Image Analysis Edit "A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos"

Publication date: Available online 21 November 2023

Source: Medical Image Analysis

Author(s): Xiangqiong Wu, Guanghua Tan, Hongxia Luo, Zhilun Chen, Bin Pu, Shengli Li, Kenli Li

Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation

ScienceDirect Publication: Medical Image Analysis Edit "Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation"

Publication date: Available online 21 November 2023

Source: Medical Image Analysis

Author(s): Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu

WarpDrive: Improving spatial normalization using manual refinements

ScienceDirect Publication: Medical Image Analysis Edit "WarpDrive: Improving spatial normalization using manual refinements"

Publication date: Available online 19 November 2023

Source: Medical Image Analysis

Author(s): Simón Oxenford, Ana Sofía Ríos, Barbara Hollunder, Clemens Neudorfer, Alexandre Boutet, Gavin J.B. Elias, Jurgen Germann, Aaron Loh, Wissam Deeb, Bryan Salvato, Leonardo Almeida, Kelly D. Foote, Robert Amaral, Paul B. Rosenberg, David F. Tang-Wai, David A. Wolk, Anna D. Burke, Marwan N. Sabbagh, Stephen Salloway, M. Mallar Chakravarty

FiCRoN, a deep learning-based algorithm for the automatic determination of intracellular parasite burden from fluorescence microscopy images

ScienceDirect Publication: Medical Image Analysis Edit "FiCRoN, a deep learning-based algorithm for the automatic determination of intracellular parasite burden from fluorescence microscopy images"

Publication date: Available online 19 November 2023

Source: Medical Image Analysis

Author(s): Graciela Juez-Castillo, Brayan Valencia-Vidal, Lina M. Orrego, María Cabello-Donayre, Laura Montosa-Hidalgo, José M. Pérez-Victoria

<em>Where is VALDO?</em> VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021

ScienceDirect Publication: Medical Image Analysis Edit "<em>Where is VALDO?</em> VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021"

Publication date: Available online 19 November 2023

Source: Medical Image Analysis

Author(s): Carole H. Sudre, Kimberlin Van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia Evans, Ivan Ezhov, Haojun Gao, Marta Girones Sanguesa, Juan Domingo Gispert, Beatriz Gomez Anson