Papersnitch - MICCAI 2026

MICCAI 2026

2026 1165 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	312	1,453 (±1,408)	102 (±38)	1,554 (±1,415)
Code_Embedding	1	90,595	2,125	92,720
Code_Repository_Analysis	1	87,542	11,649	99,191
Final_Aggregation	1	864	581	1,445
Paper_Type_Classification	1	5,157	326	5,483
Reproducibility_Checklist	1	26,961	5,369	32,330
Section_Embeddings	1	5,273	0	5,273

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

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Title	Authors	Analysis Status	Workflows
DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy	Li Jiapeng, Li …	Completed	1
DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration	Kang Luoyao, Zhang …	Completed	1
DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer	Liu Zhenbing, Liu …	Completed	1
DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration	Hu Xulin, Chen …	Completed	1
DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis	Li Binghua, Andica …	Completed	1
Dual Agreement Consistency Learning for Semi-supervised Fetal Ultrasound Segmentation	Wang Fangyijie, Silvestre …	Completed	1
Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation	Chen Ying, Li …	Completed	1
Dual-Domain Cross-Modal Decoding for Clinical Text-Guided Medical Image Segmentation	Rahman Md Maklachur, …	Completed	1
Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis	Hu Xinglong, Dong …	Completed	1
Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction	Chen Dongjie, Liu …	Completed	1
Dual-Registration Reciprocal Super-Resolution for Prior-Guided Real-Time 4D-MRI	Wang Yinghui, Meng …	Completed	1
Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation	Ye Ping, Zhu …	Completed	1
Dual-Stage Course-to-Fine Tooth Alignment Framework with Decoupled Position, Orientation and Shape Features	Jin Xiaoxian, Wu …	Completed	1
Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs	Li Yu, Liu …	Completed	1
Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation	Huo Shuaiguang, Sang …	Completed	1
DualCaMIL: Dual-Level Causal Multi-instance Learning for Patient-Level Diagnosis in Reflectance Confocal Microscopy	Wang Changxin, Chen …	Completed	1
DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction	Tan Kaiwen, Feng …	Completed	1
DUCX: Decomposing Unfairness in Tool-Using Chest X-Ray Agents	Xu Zikang, Jin …	Completed	1
Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation	Li Xiang, Fang …	Completed	1
Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network	Zheng Jialun, Liu …	Completed	1
Dynamic Sub-domain Modeling for Robust Medical Image Segmentation	Lee Kyungsu, Choi …	Completed	1
DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis	Ding Jun-En, Chen …	Completed	1
E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis	Li Sijing, Qiu …	Completed	1
EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays	Xiao Jiewen, Wu …	Completed	1
ECFR: Entropy-Consistency Flow Rectification in Test-Time Adaptation for Medical Foundation Models	Li Shangkun, Gu …	Completed	1