Title
SuFIA-BC: Generating High Quality Demonstration Data for Visuomotor Policy Learning in Surgical Subtasks Masoud Moghani Nigel Nelson Mohamed Ghanem Andres Diaz-Pinto Kush Hari Mahdi Azizian Ken Goldberg Sean Huver Animesh Garg 39 0 0 21 Apr 2025
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 93 0 0 19 Dec 2024
deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks L. Fisch N. Winter J. Goltermann Carlotta B. C. Barkhau D. Emden ... T. Kircher Klaus Berger Benjamin Risse U. Dannlowski Tim Hahn 21 0 0 20 Aug 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 44 0 0 27 Jun 2024
Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection Felix J. Dorfner J. Vahldiek Leonhard Donle Andrei Zhukov Lina Xu ... T. Diekhoff M. Torgutalp Lisa Christine Adams Denis Poddubnyy Keno K. Bressem AI4CE 50 1 0 12 May 2024
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods Zdravko Marinov Moon S. Kim Jens Kleesiek Rainer Stiefelhagen 40 0 0 02 Apr 2024
Segment Any Medical Model Extended Yihao Liu Jiaming Zhang Andres Diaz-Pinto Haowei Li A. Martin-Gomez Amir Kheradmand Mehran Armand VLM MedIm 25 7 0 26 Mar 2024
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations Pranav Kulkarni Adway U. Kanhere Dharmam Savani Andrew Chan Devina Chatterjee P. Yi Vishwa S. Parekh MedIm 27 2 0 22 Mar 2024
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning Douwe J. Spaanderman M. P. Starmans Gonnie C. M. van Erp D. Hanff Judith H. Sluijter ... Cornelis Verhoef D. Grünhagen W. Niessen Jacob J. Visser Stefan Klein 17 3 0 12 Feb 2024
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images Matthias Hadlich Zdravko Marinov Moon S. Kim Enrico Nasca Jens Kleesiek Rainer Stiefelhagen MedIm 37 3 0 24 Nov 2023
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 38 17 0 23 Nov 2023
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks L. Fisch Stefan Zumdick Carlotta B. C. Barkhau D. Emden J. Ernsting ... K. Sarink N. Winter Benjamin Risse U. Dannlowski Tim Hahn 23 4 0 14 Aug 2023
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images Natalia Valderrama Ioannis Pitsiorlas Luisa Vargas Pablo Arbelaez Maria A. Zuluaga 26 2 0 16 Apr 2023
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation Muhammad Asad Helena Williams Indrajeet Mandal S. Ather Jan Deprest Jan D'hooge Tom Kamiel Magda Vercauteren 38 6 0 23 Mar 2023
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images Zdravko Marinov Rainer Stiefelhagen Jens Kleesiek 31 7 0 13 Mar 2023
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues Verena Jasmin Hallitschke Tobias Schlumberger Philipp Kataliakos Zdravko Marinov Moon S. Kim Lars Heiliger C. Seibold Jens Kleesiek Rainer Stiefelhagen 8 12 0 24 Jan 2023
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 48 482 0 04 Nov 2022
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation Muhammad Asad Lucas Fidon Tom Kamiel Magda Vercauteren 24 15 0 12 Jan 2022
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images Qin Liu Zhenlin Xu Yining Jiao Marc Niethammer ViT MedIm 49 37 0 21 Dec 2021
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Xiangde Luo Guotai Wang Tao Song Jingyang Zhang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 45 96 0 25 Apr 2021