Title
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation Chen Xu Qiming Huang Yuqi Hou Jiangxing Wu Fan Zhang Hyung Jin Chang Jianbo Jiao 30 0 0 11 Oct 2024
Federated brain tumor segmentation: an extensive benchmark Matthis Manthe Stefan Duffner Carole Lartizien OOD FedML 35 4 0 07 Oct 2024
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image Segmentation Gašper Podobnik Tomaž Vrtovec 14 0 0 03 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 18 0 0 01 Oct 2024
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging Sarthak Pati Szymon Mazurek Spyridon Bakas MedIm 21 0 0 30 Sep 2024
BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models Chengkun Sun Jinqian Pan Russell Stevens Terry Jiang Bian Jie Xu DiffM 23 0 0 19 Sep 2024
Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images Armand Collin Arthur Boschet Mathieu Boudreau Julien Cohen-Adad 31 0 0 17 Sep 2024
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models Emile Saillard Aurélie Levillain David Mitton Jean-Baptiste Pialat C. Confavreux H. Follet Thomas Grenier MedIm 18 0 0 17 Sep 2024
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT Images Shadab Ahamed 3DPC MedIm 21 0 0 16 Sep 2024
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2 Xinrun Chen Chengliang Wang Haojian Ning Mengzhan Zhang Mei Shen Shiying Li 16 1 0 14 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 42 18 0 13 Sep 2024
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer Mikko Saukkoriipi J. Sahlsten J. Jaskari Lotta Orasmaa J. Kangas ... A. Makitie Mohamed Naser Clifton Fuller Benjamin H. Kann K. Kaski 34 2 0 10 Sep 2024
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion Fuxin Fan Jingna Qiu Yixing Huang Andreas K. Maier 19 0 0 09 Sep 2024
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI Lucas W. Remedios Han Liu Samuel W. Remedios Lianrui Zuo Adam M. Saunders Shunxing Bao Yuankai Huo Alvin C. Powers John Virostko Bennett A. Landman 30 0 0 06 Sep 2024
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution Mevan Ekanayake Zhifeng Chen Gary Egan Mehrtash Harandi Z. Chen SupR 27 0 0 02 Sep 2024
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna Kh Tohidul Islam Bohan Zhuang Guang Yang Jianfei Cai Meng Law Zhaolin Chen DiffM MedIm 30 0 0 01 Sep 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 41 0 0 28 Aug 2024
Automatic 8-tissue Segmentation for 6-month Infant Brains Yilan Dong V. Kyriakopoulou I. Grigorescu G. McAlonan D. Batalle Maria Deprez 24 0 0 27 Aug 2024
A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation Yufan He Pengfei Guo Yucheng Tang Andriy Myronenko Vishwesh Nath Ziyue Xu Dong Yang Can Zhao Daguang Xu Wenqi Li 23 4 0 20 Aug 2024
Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion Mengqi Wu Minhui Yu Shuaiming Jing P. Yap Zhengwu Zhang Mingxia Liu DiffM MedIm 27 0 0 18 Aug 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound Yiming Chen N. S. D'Souza Akshith Mandepally Patrick Henninger Satyananda Kashyap ... Marcos Zachary Raed Rizq Paul Chouinard Polina Golland T. Syeda-Mahmood 29 0 0 09 Aug 2024
StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations Perla Mayo Matteo Cencini Carolin M. Pirkl Marion I. Menzel M. Tosetti Bjoern H. Menze Mohammad Golbabaee 32 0 0 05 Aug 2024
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation Shiyuan Chen Zihao Zhao Jiawei Huang Yingfeng Cai Runqi Meng Wei Sui Dinggang Shen VLM 24 3 0 31 Jul 2024
Yucca: A Deep Learning Framework For Medical Image Analysis S. Llambias Julia Machnio Asbjorn Munk Jakob Ambsdorf Mads Nielsen Mostafa Mehdipour-Ghazi MedIm 21 3 0 29 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 31 1 0 23 Jul 2024
STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation Yaqi Wang Yifan Zhang Xiaodiao Chen Shuai Wang Dahong Qian ... Yuanlin Li Bing Wang Chunshi Wang Qiupu Chen Mingqian Li 3DV 33 2 0 18 Jul 2024
Thyroidiomics: An Automated Pipeline for Segmentation and Classification of Thyroid Pathologies from Scintigraphy Images Maziar Sabouri Shadab Ahamed Azin Asadzadeh Atlas Haddadi Avval S. Bagheri ... F. Yousefirizi Carlos F. Uribe G. Hajianfar Habib Zaidi Arman Rahmim 25 0 0 14 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 36 2 0 10 Jul 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation Jack Highton Quok Zong Chong Samuel Finestone A. Beqiri Julia A. Schnabel K. Bhatia OOD 28 1 0 27 Jun 2024
SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images Jamie Burke Samuel Gibbon Justin Engelmann Adam Threlfall Ylenia Giarratano Charlene Hamid Stuart King Ian J. C. MacCormick Tom J. MacGillivray 29 3 0 24 Jun 2024
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution Maximilian Fischer Peter Neher Tassilo Wald S. D. Almeida Shuhan Xiao ... Michael Götz Alexander Muckenhuber Jens Kleesiek Marco Nolden Klaus H. Maier-Hein 18 3 0 18 Jun 2024
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 44 0 0 18 Jun 2024
Unveiling Incomplete Modality Brain Tumor Segmentation: Leveraging Masked Predicted Auto-Encoder and Divergence Learning Zhongao Sun Jiameng Li Yuhan Wang Jiarong Cheng Qing Zhou Chun Li MedIm 28 0 0 12 Jun 2024
EngineBench: Flow Reconstruction in the Transparent Combustion Chamber III Optical Engine Samuel J. Baker Michael A. Hobley Isabel Scherl Xiaohang Fang Felix C. P. Leach M. Davy AI4CE 28 0 0 05 Jun 2024
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation M. Zenk David Zimmerer Fabian Isensee Jeremias Traub T. Norajitra Paul F. Jäger Klaus H. Maier-Hein 39 4 0 05 Jun 2024
Enhancing predictive imaging biomarker discovery through treatment effect analysis Shuhan Xiao Lukas Klein Jens Petersen Philipp Vollmuth Paul F. Jaeger Klaus H. Maier-Hein 27 0 0 04 Jun 2024
Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge Marek Wodzinski Henning Muller 26 1 0 03 Jun 2024
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions Lemuel Puglisi Alessia Rondinella Linda De Meo Francesco Guarnera S. Battiato Daniele Ravi 31 1 0 01 Jun 2024
QuST: QuPath Extension for Integrative Whole Slide Image and Spatial Transcriptomics Analysis Chao-Hui Huang 24 2 0 31 May 2024
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports Guangyu Guo Jiawen Yao Yingda Xia Tony C. W. Mok Zhilin Zheng Junwei Han Le Lu Dingwen Zhang Jian Zhou Ling Zhang 32 1 0 23 May 2024
One registration is worth two segmentations Shiqi Huang Tingfa Xu Ziyi Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 33 2 0 17 May 2024
Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain Markus R. Bujotzek Unal Akunal Stefan Denner Peter Neher M. Zenk ... Jens Kleesiek Tobias Penzkofer Klaus H. Maier-Hein R. Braren Andreas Bucher AI4CE 31 2 0 15 May 2024
Automated classification of multi-parametric body MRI series Boah Kim T. Mathai Kimberly Helm Ronald M. Summers 34 2 0 14 May 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 41 1 0 12 May 2024
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets F. I. Tushar Avivah Wang Lavsen Dahal Michael R. Harowicz Kyle J. Lafata Tina D. Tailor Joseph Y. Lo 34 3 0 07 May 2024
Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI Minhui Yu Mengqi Wu Ling Yue Andrea Bozoki Mingxia Liu DiffM MedIm 34 1 0 03 May 2024
Snake with Shifted Window: Learning to Adapt Vessel Pattern for OCTA Segmentation Xinrun Chen Mei Shen Haojian Ning Mengzhan Zhang Chengliang Wang Shiying Li 31 1 0 28 Apr 2024
PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation Nada Saadi Numan Saeed Mohammad Yaqub Karthik Nandakumar MedIm 50 0 0 21 Apr 2024
Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders Marek Wodzinski D. Hemmerling Mateusz Daniol 25 2 0 19 Apr 2024
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation A. Kujawa R. Dorent Sebastien Ourselin Tom Kamiel Magda Vercauteren VLM 21 0 0 16 Apr 2024