Retina U-Net: Embarrassingly Simple Exploitation of Segmentation
Supervision for Medical Object Detection

Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection

21 November 2018

Simon A. A. Kohl

Klaus H. Maier-Hein

Papers citing "Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection"

15 / 15 papers shown

Title
The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review Jingguo Qu Xinyang Han Man-Lik Chui Yao Pu Simon Takadiyi Gunda ... Jing Qin Ann Dorothy King Winnie Chiu-Wing Chu J. Cai Michael Tin-Cheung Ying 31 0 0 09 May 2025
From Slices to Sequences: Autoregressive Tracking Transformer for Cohesive and Consistent 3D Lymph Node Detection in CT Scans Qinji Yu Yirui Wang K. Yan Dandan Zheng Dashan Ai ... N. Shen Xiaowei Ding Le Lu X. Ye Dakai Jin ViT MedIm 62 0 0 11 Mar 2025
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging Badhan Kumar Das Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 60 1 0 15 Jan 2025
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 33 1 0 04 Apr 2023
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern H. Menze ViT MedIm 13 8 0 21 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 27 6,236 0 06 Jul 2022
Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object Detection S. Butte Aleksandar Vakanski K. Duellman Haotian Wang Amin Mirkouei 32 48 0 14 Jun 2021
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images Oscar J. Pellicer-Valero José L. Jiménez V. González-Pérez J. C. Ramón-Borja I. García María Barrios Benito P. P. Gómez J. Rubio-Briones M. J. Rupérez J. D. Martín-Guerrero 15 73 0 23 Mar 2021
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang Neelanjan Bhowmik T. Breckon 29 10 0 27 Mar 2020
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 24 142 0 20 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 36 667 0 16 Oct 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 16 458 0 31 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 19 751 0 27 Aug 2019
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN E. Kopelowitz G. Engelhard 3DPC 22 48 0 17 Jul 2019
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification Christoph Haarburger Michael Baumgartner Daniel Truhn Mirjam Broeckmann Hannah Schneider S. Schrading Christiane Kuhl Dorit Merhof 24 32 0 14 Jun 2019