Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation

29 January 2024

Papers citing "Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation"

5 / 5 papers shown

Title
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging Ji-Hun Oh Kianoush Falahkheirkhah Rohit Bhargava 109 0 0 01 Jul 2025
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation Daniel Syomichev Padmini Gopinath Guang-Lin Wei Eric Chang Ian Gordon Amanuel Seifu Rahul Pemmaraju Neehar Peri James M. Purtilo 69 0 0 12 Mar 2025
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 290 1 0 25 Nov 2024
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Yanxin Shen Junyu Luo Ming Zhang Siyu Heng Zhiyuan Ning 99 1 0 13 Sep 2024
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation Yu Zhu Qiang Yang Li Xu VLM 61 2 0 02 May 2024