1. Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI

   • Marcel Bengs
   • Finn Behrendt
   • Alexander Schlaefer

   Original Article Open access 12 July 2021 Pages: 1413 - 1423

   

2. DUDA-Net: a double U-shaped dilated attention network for automatic infection area segmentation in COVID-19 lung CT images

   • Feng Xie
   • Zheng Huang
   • Zihong Liu

   Original Article 05 June 2021 Pages: 1425 - 1434

   

3. Real-time deep learning semantic segmentation during intra-operative surgery for 3D augmented reality assistance

   • Leonardo Tanzi
   • Pietro Piazzolla
   • Enrico Vezzetti

   Original Article Open access 24 June 2021 Pages: 1435 - 1445

   

4. 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
   • Joep Kraeima

   Original Article Open access 27 May 2021 Pages: 1447 - 1457

   

5. Multiple sclerosis lesion segmentation from brain MRI using U-Net based on wavelet pooling

   • Ali Alijamaat
   • Alireza NikravanShalmani
   • Peyman Bayat

   Original Article 29 April 2021 Pages: 1459 - 1467

   

6. 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
   • Hongjie Hu

   Original Article 14 July 2021 Pages: 1469 - 1480

   

7. Automatic linear measurements of the fetal brain on MRI with deep neural networks

   • Netanell Avisdris
   • Bossmat Yehuda
   • Leo Joskowicz

   Original Article 29 June 2021 Pages: 1481 - 1492

   

8. Spatiotemporal registration and fusion of transthoracic echocardiography and volumetric coronary artery tree

   • Talayeh Ghodsizad
   • Hamid Behnam
   • Fariba Bayat

   Original Article 08 June 2021 Pages: 1493 - 1505

   

9. A hybrid feature-based patient-to-image registration method for robot-assisted long bone osteotomy

   • Chunlei Zhang
   • Yu Liu
   • He Li

   Original Article 26 June 2021 Pages: 1507 - 1516

   

10. Applying machine learning to optical coherence tomography images for automated tissue classification in brain metastases

    • Jens Möller
    • Alexander Bartsch
    • Dorothea Miller

    Original Article Open access 30 May 2021 Pages: 1517 - 1526

    

11. Multichannel three-dimensional fully convolutional residual network-based focal liver lesion detection and classification in Gd-EOB-DTPA-enhanced MRI

    • Tomomi Takenaga
    • Shouhei Hanaoka
    • Osamu Abe

    Original Article 01 June 2021 Pages: 1527 - 1536

    

12. Liver disease classification from ultrasound using multi-scale CNN

    • Hui Che
    • Lloyd G. Brown
    • Ilker Hacihaliloglu

    Original Article 07 June 2021 Pages: 1537 - 1548

    

13. 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
    • PU Prakash Saxena

    Original Article 30 May 2021 Pages: 1549 - 1563

    

14. Visual display for surgical targeting: concepts and usability study

    • Milovan Regodić
    • Zoltán Bárdosi
    • Wolfgang Freysinger

    Original Article Open access 08 April 2021 Pages: 1565 - 1576

    

15. Laparoscopic augmented reality registration for oncological resection site repair

    • Fabian Joeres
    • Tonia Mielke
    • Christian Hansen

    Original Article Open access 02 April 2021 Pages: 1577 - 1586

    

16. Comprehensive metrics for evaluating surgical microscope use during tympanostomy tube placement

    • Brandon Wickens
    • Arefin Shamsil
    • Hanif M. Ladak

    Original Article 04 June 2021 Pages: 1587 - 1594

    

17. 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

    Original Article 10 July 2021 Pages: 1595 - 1605

    

18. Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation

    • Xiaowen Kong
    • Yueming Jin
    • Dong Sun

    Original Article 25 June 2021 Pages: 1607 - 1614

    

19. 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

    Original Article Open access 07 July 2021 Pages: 1615 - 1625

    

20. A study of three-dimensional reconstruction and printing models in two cases of soft tissue sarcoma of the thigh

    • Linqian Li
    • Ke Zhang
    • Jinghua Li

    Original Article 11 June 2021 Pages: 1627 - 1636

    

21. Correction to: Toward automatic C‑arm positioning for standard projections in orthopedic surgery

    • Lisa Kausch
    • Sarina Thomas
    • Klaus Maier‑Hein

    Correction Open access 18 July 2021 Pages: 1637 - 1637