Papersnitch - MICCAI 2025

MICCAI 2025

2025 1027 papers

Workflow Node Statistics (Latest Run per Paper)

Average token usage per workflow node, based on the latest completed run for each paper.

Node	Papers	Avg Input	Avg Output	Avg Total
Code_Availability_Check	321	1,702 (±1,879)	98 (±41)	1,800 (±1,893)
Code_Embedding	13	33,541 (±33,058)	237 (±203)	33,778 (±33,190)
Code_Repository_Analysis	13	71,908 (±15,742)	1,783 (±593)	73,691 (±16,022)
Dataset_Documentation_Check	2	13,372 (±1,694)	1,714 (±120)	15,085 (±1,813)
Final_Aggregation	15	865 (±80)	509 (±49)	1,374 (±60)
Paper_Type_Classification	15	4,898 (±485)	264 (±33)	5,162 (±501)
Reproducibility_Checklist	15	27,611 (±2,804)	2,643 (±684)	30,254 (±2,680)
Section_Embeddings	15	4,702 (±412)	0	4,702 (±412)

Standard deviations shown in parentheses (±). Data reflects latest workflow run per paper.

Filters apply automatically as you type

Title	Authors	Analysis Status	Workflows
MARSeg: Enhancing Medical Image Segmentation with MAR and Adaptive Feature Fusion https://doi.org/10.1007/978-3-032-04965-0_28	Hwang Jeonghyun, Rhee …	Completed	1
Mask2Surface: Motion Correction and Super-Resolution for Cardiac Surface Reconstruction Using Latent Diffusion https://doi.org/10.1007/978-3-032-04937-7_32	Zhang Zichen, Liu …	Completed	1
Masked Contrastive Language-Image Modeling For Brain Segmentation https://doi.org/10.1007/978-3-032-04984-1_30	Liang Jianwen, Lyu …	Completed	1
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts https://doi.org/10.1007/978-3-032-05325-1_30	Meng Runqi, Song …	Completed	1
MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions https://doi.org/10.1007/978-3-032-05325-1_31	Ma Xinyu, Ma …	Completed	1
MAUP: Training-free Multi-center Adaptive Uncertainty-aware Prompting for Cross-domain Few-shot Medical Image Segmentation https://doi.org/10.1007/978-3-032-04981-0_31	Zhu Yazhou, Zhang …	Completed	1
Maverick: Collaboration-free Federated Unlearning for Medical Privacy https://doi.org/10.1007/978-3-032-05185-1_35	Ong Win Kent, …	Completed	1
MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation https://doi.org/10.1007/978-3-032-04971-1_36	Xing Qilong, Song …	Completed	1
MDAA-Diff: CT-Guided Multi-Dose Adaptive Attention Diffusion Model for PET Denoising https://doi.org/10.1007/978-3-032-04947-6_32	Niu Xiaolong, Ye …	Completed	1
MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction https://doi.org/10.1007/978-3-032-04937-7_33	Zhang Lingtong, Song …	Completed	1
Med-BiasX: Robust Medical Visual Question Answering with Language Biases https://doi.org/10.1007/978-3-032-05185-1_36	Zhu Huanjia, Liu …	Completed	1
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis https://doi.org/10.1007/978-3-032-04978-0_42	Zhu Yitao, Yin …	Completed	1
MedAgentSim: Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions https://doi.org/10.1007/978-3-032-05114-1_35	Almansoori Mohammad, Kumar …	Completed	1
MedDiff-FT: Data-Efficient Diffusion Model Fine-tuning with Structural Guidance for Controllable Medical Image Synthesis https://doi.org/10.1007/978-3-032-04965-0_29	Xie Jianhao, Zhang …	Completed	1
MedGCD: Generalized Category Discovery in Medical Imaging https://doi.org/10.1007/978-3-032-04978-0_41	Das Ankit, Gautam …	Completed	1
MedGNN: General Medical Image Recognition Network via GNN Visual Representations https://doi.org/10.1007/978-3-032-05325-1_32	Ye Jiayu, Zeng …	Completed	1
MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization https://doi.org/10.1007/978-3-032-04971-1_37	Xu Huihui, Nie …	Completed	1
MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification https://doi.org/10.1007/978-3-032-05185-1_37	Drexlin David Jacob, …	Completed	1
Medical Contrastive Learning of Positive and Negative Mentions https://doi.org/10.1007/978-3-032-05141-7_38	Wu WeiLong, Yang …	Completed	1
Medical Large Vision Language Models with Multi-Image Visual Ability https://doi.org/10.1007/978-3-032-04971-1_38	Yang Xikai, Miao …	Completed	1
Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal Ultrasound https://doi.org/10.1007/978-3-032-04947-6_33	Liang Huanwen, Xu …	Completed	1
MedICL: In-Context Learning for Semantically Enhanced AKI Prediction in Cardiac Surgery https://doi.org/10.1007/978-3-032-05141-7_39	Su Chenyang, Wang …	Completed	1
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment https://doi.org/10.1007/978-3-032-05169-1_33	Xun Siyi, Sun …	Completed	1
MedNNS: Supernet-based Medical Task-Adaptive Neural Network Search https://doi.org/10.1007/978-3-032-04978-0_43	Mecharbat Lotfi Abdelkrim, …	Completed	1
MedPro-DG: Domain-Aware Masked Contrastive Prompt Learning of Institution Generalization for Outcome Prediction https://doi.org/10.1007/978-3-032-04971-1_39	Wang Rongfang, Chen …	Completed	1