Training of head and neck segmentation networks with shape prior on small datasets Elias TappeinerSamuel PröllRainer Schubert Original Article 17 June 2020 Pages: 1417 - 1425
SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing Lennart BargstenAlexander Schlaefer Original Article Open access 18 June 2020 Pages: 1427 - 1436
Fast interactive medical image segmentation with weakly supervised deep learning method Kibrom Berihu GirumGilles CréhangeAlain Lalande Original Article 11 July 2020 Pages: 1437 - 1444
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI Hari McGrathPeichao LiTom Vercauteren Original Article Open access 16 July 2020 Pages: 1445 - 1455
Automatic CT image segmentation of maxillary sinus based on VGG network and improved V-Net Jiangchang XuShiming WangXiaojun Chen Original Article 16 July 2020 Pages: 1457 - 1465
A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy Kibrom Berihu GirumAlain LalandeGilles Créhange Original Article 20 July 2020 Pages: 1467 - 1476
Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN Ahmed Z. AlsinanVishal M. PatelIlker Hacihaliloglu Original Article 11 July 2020 Pages: 1477 - 1485
Deep learning-based reconstruction of ultrasound images from raw channel data Hannah StrohmSven RothlübbersMatthias Günther Short communication Open access 03 June 2020 Pages: 1487 - 1490
Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images Mohammed El AdouiStylianos DrisisMohammed Benjelloun Original Article 16 June 2020 Pages: 1491 - 1500
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition Mumu AktarDonatella TampieriYiming Xiao Original Article 14 July 2020 Pages: 1501 - 1511
A simple, realistic walled phantom for intravascular and intracardiac applications Hareem NisarJohn MooreTerry M. Peters Original Article Open access 10 June 2020 Pages: 1513 - 1523
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms Lena SpitzUli NiemannSylvia Saalfeld Original Article Open access 04 July 2020 Pages: 1525 - 1535
Softness sensing probe with multiple acoustic paths for laparoscopic surgery Taku UkaiYoshihiro TanakaYukihiro Terada Original Article 08 June 2020 Pages: 1537 - 1547
A handheld flexible manipulator system for frontal sinus surgery Suat CoemertRobert RothTim C. Lueth Original Article Open access 01 July 2020 Pages: 1549 - 1559
Deep learning-based monocular placental pose estimation: towards collaborative robotics in fetoscopy Mirza Awais AhmadMouloud OurakEmmanuel Vander Poorten Original Article Open access 30 April 2020 Pages: 1561 - 1571
LRTD: long-range temporal dependency based active learning for surgical workflow recognition Xueying ShiYueming JinPheng-Ann Heng Original Article 25 June 2020 Pages: 1573 - 1584
Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning Valentin BencteuxGuinther SaibroToby Collins Original Article 26 June 2020 Pages: 1585 - 1595