Title
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 128 1 0 15 Nov 2024
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Hélène Lajous Jordina Aviles Verdera ... Georg Langs Gregor Kasprian Jana Hutter Hamza Kebiri Meritxell Bach Cuadra OOD 128 1 0 11 Nov 2024
Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities Benjamin Ng Chi-en Amy Tai E. Z. Zeng Alexander Wong 39 0 0 07 Nov 2024
Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models Pedro Morão J. Santinha Yasna Forghani N. Loução Pedro Gouveia Mário A. T. Figueiredo DiffM MedIm 77 0 0 31 Oct 2024
Variable Resolution Sampling and Deep Learning Image Recovery for Accelerated Multi-Spectral MRI Near Metal Implants Azadeh Sharafi Nikolai J. Mickevicius Mehran Baboli A. Nencka Kevin M. Koch 37 0 0 30 Oct 2024
KA $^2$ ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation Shangde Gao Yichao Fu Ke Liu Hongxia Xu Jian Wu MedIm 110 1 0 28 Oct 2024
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks A. Jaus C. Seibold Simon Reiß Zdravko Marinov Keyi Li Zeling Ye Stefan Krieg Jens Kleesiek Rainer Stiefelhagen 44 0 0 24 Oct 2024
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence Shiqi Huang Tingfa Xu Z. Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 62 1 0 17 Oct 2024
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine Lingxiao Luo Bingda Tang Xuanzhong Chen Rong Han Ting Chen VLM 88 3 0 16 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 90 6 0 13 Oct 2024
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 35 0 0 11 Oct 2024
Federated brain tumor segmentation: an extensive benchmark Matthis Manthe Stefan Duffner Carole Lartizien OOD FedML 92 5 0 07 Oct 2024
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image Segmentation Gašper Podobnik Tomaž Vrtovec 50 1 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 54 0 0 01 Oct 2024
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging Sarthak Pati Szymon Mazurek Spyridon Bakas MedIm 47 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 55 1 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 82 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 32 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 91 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 56 2 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 Baris Turkbey Daguang Xu DiffM MedIm 77 25 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 61 2 0 10 Sep 2024
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion Fuxin Fan Jingna Qiu Yixing Huang Andreas Maier 29 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 56 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 Zhiwen Chen SupR 60 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 79 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 83 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 35 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 54 5 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 84 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 Tanveer Syeda-Mahmood 41 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 Menze Mohammad Golbabaee 57 1 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 52 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 63 3 0 29 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 63 2 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 69 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 50 0 0 14 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 57 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 70 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 31 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 32 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 76 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 100 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 66 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 93 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 50 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 40 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 Sebastiano Battiato Daniele Ravi 66 1 0 01 Jun 2024
QuST: QuPath Extension for Integrative Whole Slide Image and Spatial Transcriptomics Analysis Chao-Hui Huang 49 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 66 1 0 23 May 2024