Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:42:23.147352Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2504.17515.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:42:23.147352Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
79 of 79 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation edd8e33e-21ed-4d78-b515-d2f7535bae18 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation U-net: Convolutional networks for biomedical image segmentation,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6ce0535-ccef-4382-bebc-cf5377aaba0d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation H-denseunet: hybrid densely connected unet for liver and tumor segmentation from ct volumes,
Reference 2
Source-reported events for the cited work
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Observation e3c9ce8f-235e-4898-aa12-55e42bff9135 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Segmentation of arm ultrasound images in breast cancer- related lymphedema: A database and deep learning algorithm,
Reference 3
Source-reported events for the cited work
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Observation 04474b9b-59c1-404b-a3ea-7afd9b777399 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Shape-aware meta-learning for generalizing prostate mri segmentation to unseen domains,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aef5c9b7-1560-42a8-a02d-863e51773af8 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Cddsa: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7c1ec331-ea56-4275-99b3-c5b90bf9ca1d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Swin-unet: Unet-like pure transformer for medical image segmenta- tion,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0cbfbe19-6e94-4f0d-aa7a-e1f8a22e8118 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Medical sam adapter: Adapting segment anything model for medical image segmentation,
Reference 7
Source-reported events for the cited work
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Observation 3f59f1d9-ade5-4732-9d9d-8f5a597f0af0 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation VM-UNet: Vision Mamba UNet for Medical Image Segmentation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1da633d-23ca-4705-8e50-f6d943d086a2 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Semi-supervised meta-learning with disentanglement for domain-generalised medical image segmentation,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 545937fd-ff92-425a-aca7-5fd652be944e · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Structure- preserving color normalization and sparse stain separation for histolog- ical images,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1c5d279d-8a83-45a7-9985-b4a1ab2a0373 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Domain gen- eralization in restoration of cataract fundus images via high-frequency components,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation df93b262-bbc7-4404-ae2f-04c0144ae741 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Generalizable cross- modality medical image segmentation via style augmentation and dual normalization,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4c81d5e4-7414-49ca-9efb-fd46ed6e59fb · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Domain generalization for mammography detection via multi-style and multi-view contrastive learning,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 11b157ec-190c-4827-be0f-37a9ff870e71 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Aadg: Automatic augmentation for domain generalization on retinal image segmentation,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00447a6a-d9ed-4783-a587-18bd588b5574 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Improving vision transformers by revisiting high-frequency components,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 02f598fb-fe2b-4442-b05a-c408e328f73c · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Dimix: Disentangle-and-mix based do- main generalizable medical image segmentation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation acb31aad-9e3c-4447-a7e9-8d302c286480 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Transformers in medical imaging: A survey,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 47f14524-a1f7-4fbc-932c-2b7acd37572d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c56c02f2-e717-4a5e-98d7-b96fc102b37d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Log-vmamba: Local- global vision mamba for medical image segmentation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fd5aa107-d7aa-407b-bc76-532c63d436f7 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Mambavision: A hybrid mamba- transformer vision backbone,
Reference 20
Source-reported events for the cited work
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Observation 5a04f8d0-f4ff-4e43-9d66-089748cbaa11 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation VSSD: Vision Mamba with Non-Causal State Space Duality
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa95669e-ffb3-4c15-9d95-a69fbea9c6ea · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation MedMamba: Vision Mamba for Medical Image Classification
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d49c02cd-7e24-4b4e-a262-d8c26d5a4019 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Vision mamba for classification of breast ultrasound images,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cfbd343e-1ae5-4d7a-add7-1bbb89f9f534 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 407ed772-ffcd-41fe-836f-b01459064cbd · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Polyp-mamba: Polyp segmentation with visual mamba,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 07ee793c-11a4-4f39-8501-3e9095aeb3bf · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6d5f4d3d-a854-487b-82fb-85ebec8d5fe0 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 203e2639-17d2-4be6-9dd1-06cb4ca5f260 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd7fa598-522b-408a-8269-3ffebd568ded · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Segment anything,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ac9b206-7d9f-4850-9070-069b8267ceda · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation LoRA: Low-Rank Adaptation of Large Language Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c82feed-0281-45ad-9235-3f8c99cf658d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Multi- centre, multi-vendor and multi-disease cardiac segmentation: the m&ms challenge,
Reference 31
Source-reported events for the cited work
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Observation c7115b0e-6070-4c15-908f-c12af868a975 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Dofe: Domain-oriented feature embedding for generalizable fundus image segmentation on unseen datasets,
Reference 32
Source-reported events for the cited work
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Observation 9f2343ce-698b-45d2-8eaa-c92b044e8e5d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Minimax estimation of maximum mean discrepancy with radial kernels,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 17fedb07-3665-473f-bc42-3ca83e26f5fb · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation VMamba: Visual state space model,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5c403a92-fc68-4d35-956a-6e21ea366418 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e338669c-2704-4395-90a6-12939999d2dc · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Start: A generalized state space model with saliency-driven token-aware transformation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3aed54db-94a3-4de7-b118-1d915b00897d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Domain and content adaptive convolution based multi-source domain generalization for medical image segmentation,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 74c1fd08-627d-48c6-b1fe-aa48bc69d140 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7b1d0b9d-6c65-4379-b1ca-22bdaec1e136 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Do- main generalization via model-agnostic learning of semantic features,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a835301-08e5-4570-9333-cb0b61ed831b · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Random style transfer based domain generalization net- works integrating shape and spatial information,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e15e5bff-ac89-4343-ac15-233e03426484 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Tesla: Test-time self-learning with automatic adversarial augmentation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9c585d6-6d39-4de7-950b-7d2b96777a5a · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Vm-unet-v2: Rethinking vision mamba unet for medical image segmentation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0ee04a4a-f259-4627-a53b-8549cc62ed02 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e50d0c4a-36c5-46c4-96ea-078c94eaa180 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation ViM-UNet: Vision Mamba for Biomedical Segmentation
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17fed982-3fa1-4fd2-97b1-6b5c1ba19840 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7a23dff3-df50-4bbb-9723-c934d165c817 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Efficiently Modeling Long Sequences with Structured State Spaces
Reference 46
Source-reported events for the cited work
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Observation 73a0f753-b974-4706-ae29-6a4eafd4f330 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation nnu-net: a self-configuring method for deep learning-based biomedical image segmentation,
Reference 47
Source-reported events for the cited work
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Observation 1d637a5c-9629-4c84-a7fd-b7d49f6de232 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Medsrgan: medical images super-resolution using generative adversarial networks,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a51882fc-89c5-47c3-810d-8c165da4322d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation On the proper use of structural similarity for the robust evaluation of medical image synthesis models,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a8ae90bb-67be-4e2b-9684-327fa38f8319 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Toward fast, flexible, and robust low-light image enhancement,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bf9fd96a-298a-426c-a5c8-590871edb5a2 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Vision mamba: Efficient visual representation learning with bidirectional state space model,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6df4a982-062d-4963-b7f0-57b7fe54404d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Domain generalization with mixstyle,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 229e7356-a3b2-4040-a5c5-3a68f806e15e · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Aloft: A lightweight mlp- like architecture with dynamic low-frequency transform for domain generalization,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f3405239-024e-4990-8995-e7214ba70d5d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation A comprehensive retinal image dataset for the assessment of glaucoma from the optic nerve head analysis,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cd10198-4e26-48da-9362-5c64b500ded9 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Rim-one: An open retinal image database for optic nerve evaluation,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 71baa9e0-09b8-4659-9799-a66da7b7e080 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8038ef6e-ef43-4c21-abf7-35bf2f332dfe · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Nci- isbi 2013 challenge: automated segmentation of prostate structures,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f4e84ff1-f6bf-40a4-be18-809467c42140 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Computer-aided detection and diagnosis for prostate cancer based on mono and multi-parametric mri: a review,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bbeeb306-a1dd-473c-8fa4-f5ec45bbee00 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Evaluation of prostate segmentation algorithms for mri: the promise12 challenge,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 47271869-0871-4f61-b5ba-6d25c73032c1 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Domain generalization by solving jigsaw puzzles,
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05635d4b-3718-40fd-8b87-de2ed893afe8 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Generalizing deep learning for medical image segmentation to unseen domains via deep stacked transformation,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1075a122-e3d4-4c19-91a7-52a6673e17db · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Learning robust shape regularization for generalizable medical image segmentation,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 008857fa-dad0-4fac-b977-b401ed55837d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation SAM-Med2D
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63c24344-cbda-4844-a7dd-2da08386ee4f · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Imagenet: A large-scale hierarchical image database,
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbd71ab7-00ec-4646-9fea-d130b35fe9cd · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3962fbb-4400-4a57-afe6-d8aea6fa23d1 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Visualizing data using t-sne
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f28e9ba-7a3d-4a41-8002-9c8e050266c3 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cecc9b06-ebff-4c29-8c08-9e0fa29d25de · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions,
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d4aaee0-30d5-4907-b5d5-cc844fff85bf · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad878b3f-a99d-4154-8fb5-be3fb20a76bd · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Ph 2-a dermoscopic image database for research and benchmarking,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5f4ad9f1-6097-487e-b169-be426954793d · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Sam 2: Segment anything in images and videos,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 124d5287-c4ff-4f4e-88c3-791adb8e01fa · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Sam-adapter: Adapting segment anything in underperformed scenes,
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fde4a00d-8c5f-4671-a2a2-6eaeb8847cec · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Improving the generalization of segmentation foundation model under distribution shift via weakly supervised adaptation,
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7c59c168-c27f-4585-a3cb-506d5e2e20ad · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Encoder- decoder with atrous separable convolution for semantic image segmen- tation,
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 55bd2387-5430-4c2c-b3c0-4604a3365260 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Transunet: Rethinking the u-net architecture design for medical image segmentation through the lens of transformers,
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cfcb2f7c-d83d-4c3a-a723-8905f6a18e9e · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Swin transformer: Hierarchical vision transformer using shifted windows,
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66d9eb28-3edd-4a04-b40e-4ae18e0a0b29 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Transformers are SSMs: Generalized models and efficient algorithms through structured state space duality,
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2411f205-41e3-44bb-ac0e-35ab91d4f05b · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Famba-v: Fast vision mamba with cross-layer token fusion,
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b1880fa9-2211-4adb-9190-6f43a903b9f2 · outbound
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Segment anything in medical images,
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.