Issue 9/2021
Content (21 Articles)
Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI
Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer
DUDA-Net: a double U-shaped dilated attention network for automatic infection area segmentation in COVID-19 lung CT images
Feng Xie, Zheng Huang, Zhengjin Shi, Tianyu Wang, Guoli Song, Bolun Wang, Zihong Liu
Real-time deep learning semantic segmentation during intra-operative surgery for 3D augmented reality assistance
Leonardo Tanzi, Pietro Piazzolla, Francesco Porpiglia, Enrico Vezzetti
A semi-automatic seed point-based method for separation of individual vertebrae in 3D surface meshes: a proof of principle study
Peter A. J. Pijpker, Tim S. Oosterhuis, Max J. H. Witjes, Chris Faber, Peter M. A. van Ooijen, Jiří Kosinka, Jos M. A. Kuijlen, Rob J. M. Groen, Joep Kraeima
Multiple sclerosis lesion segmentation from brain MRI using U-Net based on wavelet pooling
Ali Alijamaat, Alireza NikravanShalmani, Peyman Bayat
Reducing reconstruction error of classified textural patches by integration of random forests and coupled dictionary nonlinear regressors: with applications to super-resolution of abdominal CT images
Mahdieh Akbari, Amir Hossein Foruzan, Yen-Wei Chen, Hongjie Hu
Automatic linear measurements of the fetal brain on MRI with deep neural networks
Netanell Avisdris, Bossmat Yehuda, Ori Ben-Zvi, Daphna Link-Sourani, Liat Ben-Sira, Elka Miller, Elena Zharkov, Dafna Ben Bashat, Leo Joskowicz
Spatiotemporal registration and fusion of transthoracic echocardiography and volumetric coronary artery tree
Talayeh Ghodsizad, Hamid Behnam, Emad Fatemizadeh, Taraneh Faghihi Langroudi, Fariba Bayat
A hybrid feature-based patient-to-image registration method for robot-assisted long bone osteotomy
Chunlei Zhang, Yu Liu, Yunguang Zhang, He Li
Applying machine learning to optical coherence tomography images for automated tissue classification in brain metastases
Jens Möller, Alexander Bartsch, Marcel Lenz, Iris Tischoff, Robin Krug, Hubert Welp, Martin R. Hofmann, Kirsten Schmieder, Dorothea Miller
Multichannel three-dimensional fully convolutional residual network-based focal liver lesion detection and classification in Gd-EOB-DTPA-enhanced MRI
Tomomi Takenaga, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Hisaichi Shibata, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe
Liver disease classification from ultrasound using multi-scale CNN
Hui Che, Lloyd G. Brown, David J. Foran, John L. Nosher, Ilker Hacihaliloglu
LiverNet: efficient and robust deep learning model for automatic diagnosis of sub-types of liver hepatocellular carcinoma cancer from H&E stained liver histopathology images
Anirudh Ashok Aatresh, Kumar Alabhya, Shyam Lal, Jyoti Kini, PU Prakash Saxena
Visual display for surgical targeting: concepts and usability study
Milovan Regodić, Zoltán Bárdosi, Georgi Diakov, Malik Galijašević, Christian F. Freyschlag, Wolfgang Freysinger
Laparoscopic augmented reality registration for oncological resection site repair
Fabian Joeres, Tonia Mielke, Christian Hansen
Comprehensive metrics for evaluating surgical microscope use during tympanostomy tube placement
Brandon Wickens, Arefin Shamsil, Murad Husein, Lily H. P. Nguyen, Philip C. Doyle, Lorne S. Parnes, Sumit K. Agrawal, Hanif M. Ladak
Towards accurate and interpretable surgical skill assessment: a video-based method for skill score prediction and guiding feedback generation
Tianyu Wang, Minhao Jin, Mian Li
Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation
Xiaowen Kong, Yueming Jin, Qi Dou, Ziyi Wang, Zerui Wang, Bo Lu, Erbao Dong, Yun-Hui Liu, Dong Sun
Design of a novel tendon-driven manipulator structure based on monolithic compliant rolling-contact joint for minimally invasive surgery
Dingzhi Zhang, Yilun Sun, Tim C. Lueth
A study of three-dimensional reconstruction and printing models in two cases of soft tissue sarcoma of the thigh
Linqian Li, Ke Zhang, Renfeng Wang, Yun Liu, Min Zhang, Wenshan Gao, Bao Ren, Xiaozhe Zhou, Shujie Cheng, Jinghua Li
Correction to: Toward automatic C‑arm positioning for standard projections in orthopedic surgery
Lisa Kausch, Sarina Thomas, Holger Kunze, Maxim Privalov, Sven Vetter, Jochen Franke, Andreas H. Mahnken, Lena Maier‑Hein, Klaus Maier‑Hein