@article{challengesindeeplearningbasedsmallorgans, title = {Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets}, author = {Phongsakon Mark Konrad and Andrei-Alexandru Popa and Yaser Sabzehmeidani and Liang Zhong and Madhulika Tripathy and Andrei Constantinescu and Elisa A. Liehn and Serkan Ayvaz}, year = {2025}, eprint = {2509.05892}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.05892}, }