Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 100 inbound Pith citation observations for arXiv:1902.03368.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:24:17.309537Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
991
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 12712824-7ebc-4b40-813a-4de307471cd8 · inbound
Task-Distributionally Robust Data-Free Meta-Learning Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4607e00b-d3a8-4848-98d5-0b1c990fcacb · inbound
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8df79c19-3150-4f26-bb63-96758fca0a4d · inbound
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a157a3e-fb6f-4e74-83a5-6e80be723309 · inbound
Multiple Stochastic Prompt Tuning for Few-shot Adaptation under Extreme Domain Shift Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ada0db8-438a-4379-a63f-8f54175b366f · inbound
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 880204b0-8f69-41c6-84ef-1ba980264aff · inbound
Rethinking Brain Tumor Segmentation from the Frequency Domain Perspective Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 125
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44fe38f8-fbd9-471b-a921-f9ef86ab7a84 · inbound
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d46be422-b5fc-4780-8221-1577df93b3cb · inbound
Pixel-wise Modulated Dice Loss for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acd33758-3669-47b8-b8eb-37b2ce701faa · inbound
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c49a700-03f7-4461-ac06-fdcb10e8057e · inbound
Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 257e0cf1-48ff-435f-8e58-e1fa8d3e52e0 · inbound
VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbf0041c-1183-4d92-b595-d4c81cc4ea9b · inbound
MedDiff-FT: Data-Efficient Diffusion Model Fine-tuning with Structural Guidance for Controllable Medical Image Synthesis Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 718a2d9c-9bfa-4842-a6b5-41f65447690c · inbound
Similarity Memory Prior is All You Need for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25723877-3ecf-4af0-898d-c4f135d627ed · inbound
Is Visual in-Context Learning for Compositional Medical Tasks within Reach? Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b03ab3bd-84b7-4de3-b116-b73e103b574b · inbound
Classification based deep learning models for lung cancer and disease using medical images Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 145412ff-9471-4e8d-a309-f50c366b9f4f · inbound
MedFormer: Hierarchical Medical Vision Transformer with Content-Aware Dual Sparse Selection Attention Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c52e10da-439b-4c81-8bef-b7dbe3c9486c · inbound
Bluish Veil Detection and Lesion Classification using Custom Deep Learnable Layers with Explainable Artificial Intelligence (XAI) Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 983a5809-afff-4df4-a4ea-cbb41d64ae51 · inbound
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3db84a0c-0c65-4a8d-ab63-f7a4448582b5 · inbound
RegCL: Continual Adaptation of Segment Anything Model via Model Merging Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a71594e-1a1d-4fe1-a569-165e0a29299a · inbound
Improving Diagnostic Accuracy of Pigmented Skin Lesions With CNNs: an Application on the DermaMNIST Dataset Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41e62d10-98f5-42f9-b20e-b26376c225d5 · inbound
SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f189f2bc-be4c-4599-b42a-b6502145a6c5 · inbound
CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d9f78d-f0f9-4de3-af4d-2de3eb8ae9b2 · inbound
Asymmetric Lesion Detection with Geometric Patterns and CNN-SVM Classification Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1d20991-da05-474f-93fd-836f5e2337cd · inbound
MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73e0f24e-03aa-4821-b991-8b2771f621d0 · inbound
AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71aa0310-6ac4-4c7e-8f7f-e726ab389ecf · inbound
Uncertainty-Aware Segmentation Quality Prediction via Deep Learning Bayesian Modeling: Comprehensive Evaluation and Interpretation on Skin Cancer and Liver Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f8314ed-ed5e-4c38-a89f-7196f43a69fb · inbound
Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be4b872d-5b53-4ba9-b504-173375eab01a · inbound
Grouped Speculative Decoding for Autoregressive Image Generation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f3f67bf-d2b2-4065-b391-82d2c6fd9faf · inbound
What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation? Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f194e6e-087d-454e-aa5e-9daa6865557e · inbound
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92cda471-ba63-48c1-b11c-043578df3f6d · inbound
SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75f405d9-c463-4f0e-8c14-b464264fec76 · inbound
Mitigating Data Exfiltration Attacks through Layer-Wise Learning Rate Decay Fine-Tuning Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20f49fab-725f-447b-8fb7-e6a33315a935 · inbound
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b080af72-327b-4bee-9f83-a706de837b2e · inbound
MedLiteNet: Lightweight Hybrid Medical Image Segmentation Model Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06c553b8-a234-4820-8fc1-d11b13efda97 · inbound
CLIP-SVD: Efficient and Interpretable Vision-Language Adaptation via Singular Values Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44625670-7edf-40ee-8044-1c5c812c8869 · inbound
Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab6651b8-3189-4b9e-b3c0-cb2343830805 · inbound
DIET-CP: Lightweight and Data Efficient Self Supervised Continued Pretraining Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d128820b-c281-4387-92c4-73377e60c9c3 · inbound
ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bbf03065-8936-44e8-b27a-29381a63f0c5 · inbound
Adversarial Robustness in One-Stage Learning-to-Defer Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 390c79de-4a5f-4d21-a610-fe39598dc272 · inbound
Adversarial Robustness in One-Stage Learning-to-Defer Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a057968-25dc-4e23-84d3-5af0cbf3e2f9 · inbound
Take a Peek: Efficient Encoder Adaptation for Few-Shot Semantic Segmentation via LoRA Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b32e049-430b-43ad-b23b-f76308fb4842 · inbound
IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49991db5-e4b8-4e86-b8f2-16aa0c48fb05 · inbound
S2M-Net: Spectral-Spatial Mixing for Medical Image Segmentation with Morphology-Aware Adaptive Loss Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8aead1f6-b574-482e-bead-b23a043825fb · inbound
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c321538-2924-4369-a1fe-69183c1dc9ca · inbound
Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55087222-6521-4444-b5fb-eb72a0546a29 · inbound
SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf29a52a-bb31-485e-9666-b40b9fe8fc5b · inbound
Semantic Iterative Reconstruction: One-Shot Universal Anomaly Detection Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bd273cf-456b-4b8b-b357-3cfe479bdfc5 · inbound
SciLT: Long-tailed Image Classification under Scientific Image Domains Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cd1ba59-5958-41c8-babd-aabbbc38ef7d · inbound
RABC-Net: Reliability-Aware Annotation-Free Skin Lesion Segmentation for Low-Resource Dermoscopy Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d98f0967-6f48-4b08-b714-651589c9636e · inbound
Probing Intrinsic Medical Task Relationships: A Contrastive Learning Perspective Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b857457f-8abb-423d-b750-4ff3ecfde436 · inbound
M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b43b92e-ec3e-4573-b37f-8bc0c43570a3 · inbound
Risk-Calibrated Learning: Minimizing Fatal Errors in Medical AI Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62c4c4ef-8dd5-47fa-8d80-45a85dd0aaa0 · inbound
Bias-constrained multimodal intelligence for equitable and reliable clinical AI Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f3458792-4f12-4b82-8e28-afa3ab38e6d0 · inbound
Attention Is not Everything: Efficient Alternatives for Vision Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d4cf2f5-8b91-4135-b632-53da42efbd19 · inbound
Towards Modality-Agnostic Medical Image Anomaly Detection: A Training-Free Manifold Refinement Approach Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ea94bc3-c656-4a2d-b3ab-fa53f24c7a43 · inbound
Towards Modality-Agnostic Medical Image Anomaly Detection: A Training-Free Manifold Refinement Approach Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15d7a759-c430-41cb-8bde-6abd6d54016d · inbound
MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c24acce-0ed1-4145-a8a3-95af8979e903 · inbound
SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 378e5a41-cb66-4185-bef3-09e302001767 · inbound
DMDSC: A Dynamic-Margin Deep Simplex Classifier for Open-Set Recognition on Medical Image Datasets Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c1c467f-81ba-4143-bfcc-a9b63264f2c4 · inbound
DMDSC: A Dynamic-Margin Deep Simplex Classifier for Open-Set Recognition on Medical Image Datasets Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 462cbe99-241e-459b-a0e0-f91f3de94e0b · inbound
Improving Model Safety by Targeted Error Correction Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 56558b27-0d02-42ac-aff8-0f915e742feb · inbound
XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 117ebcc8-79c5-4f8a-8761-b6cc036f46be · inbound
XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9b99dad-8f0b-4dc7-b14b-1e59e698a5cf · inbound
Geometry-aware Prototype Learning for Cross-domain Few-shot Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e94a89c-2dda-48a0-8c78-fa4d7d6d5aaf · inbound
Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5dc8f80-b14a-4b1d-a144-1a0acf33bd06 · inbound
Reviving In-domain Fine-tuning Methods for Source-Free Cross-domain Few-shot Learning Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e15901e7-4d9b-459e-856c-e24ceeb8c7bc · inbound
MedCore: Boundary-Preserving Medical Core Pruning for MedSAM Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f5aac06-16a1-4ffa-9387-07dac5d92207 · inbound
Keyed Nonlinear Transform: Lightweight Privacy-Enhancing Feature Sharing for Medical Image Analysis Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8053b39-0ea2-4fd6-8316-320762f76131 · inbound
Towards Fine-Grained and Verifiable Concept Bottleneck Models Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9ee07c1-ab51-4232-ad57-889c8f2c2d63 · inbound
Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb7e9718-3fea-4036-a58e-6f95a08ed1bb · inbound
Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f29f699d-33e5-430c-9996-ca4447ed9747 · inbound
Rad-VLSM: A Cross-Modal Framework with Semantics-Assisted Prompting for Medical Segmentation and Diagnosis Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d66bb32-d0c1-4e46-8776-46bde027a78a · inbound
Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6bb23771-38b1-45d0-aadb-3bd4de5f2b66 · inbound
ConceptSeg-R1: Segment Any Concept via Meta-Reinforcement Learning Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b923f3fa-5613-4f6c-9346-cfe2201048bc · inbound
Entropy-Guided Self-Supervised Learning for Medical Image Classification Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f74b6bc-8420-4851-ad3f-87727a3078ec · inbound
Algebraic Machine Learning for Small-to-Medium Datasets Is Competitive against Strong Standard Baselines Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01d1e714-d0c6-4715-9bb8-9a415ed8c2b6 · inbound
AMUSE: Anytime Muon with Stable Gradient Evaluation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5bf5651-8274-481e-9934-c23f9601e387 · inbound
Rethinking Noise-Robust Training for Frozen Vision Foundation Models: A Cross-Dataset Benchmark with a Case Study of Small-Loss Failure Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fe2bb90-602a-4475-847b-809ac99f1cca · inbound
MAdam: Metric-Aware Multi-Objective Adam Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f54ce9c5-0700-4cee-869f-3811f825c4a2 · inbound
Geometry-Aware Distillation for Prompt Tuning Biomedical Vision-Language Models Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c86717b3-1e2c-41e8-9b7a-06454c47c257 · inbound
MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e980800f-1999-416e-9cb1-637a7b9ed392 · inbound
A 65 nm Multi-Modal Bayesian Inference Engine with 16.3 fJ/Sample Calibration-Free GRNG for Risk-Aware At-Home Skin Lesion Screening Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08115a01-38d1-482d-9d84-c2a47591e35f · inbound
A 65 nm Multi-Modal Bayesian Inference Engine with 16.3 fJ/Sample Calibration-Free GRNG for Risk-Aware At-Home Skin Lesion Screening Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f77b1bd5-e995-4e16-bea0-0b03bf0228e4 · inbound
AUCp: Pseudo-AUC for Inference Model Selection with Unlabeled Validation Data in Abnormality Detection Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 703156e7-0161-48cc-aba9-4f7d3b9afbad · inbound
DifferSeg: Towards Diverse Multimodal Binary Segmentation via Differential Perception and Frequency Guidance Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 859a269d-a83c-4569-8105-3f41e7b6d72c · inbound
Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation acec46cb-a6ce-4c90-b454-7c82f66f2649 · inbound
Two-Stage Fine-Tuning of ResNet50 for High-Sensitivity Melanoma Detection on Dermoscopic Images Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c0568e2-44bf-4591-ac98-ba8c27e50cfd · inbound
PEFT-MedSAM: Efficient Fine-Tuning of Medical Foundation Models for Explainable Skin Lesion Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71f34da6-9bb1-4de4-8156-c327e9bfd9d1 · inbound
PU-UNet: Stable Multiplicative Interactions for Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8cfc7a4c-f1a8-4de9-9197-ae943837cdfd · inbound
IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d559fff7-6b3e-4e34-b1b9-bde7d8b11eb6 · inbound
Concept Alignment Contrast and Long-Short Prompt Memory for Test-Time Adaptation of SAM3 in Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1dad7318-491f-4c8b-b415-49698a79f5c5 · inbound
Concept Alignment Contrast and Long-Short Prompt Memory for Test-Time Adaptation of SAM3 in Medical Image Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89026557-0bff-45b0-a423-3467a2e6e6b8 · inbound
C^2GR: Coupled Comprehensive Generative Replay for a Continually Learnable Universal Segmentation Model Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce67cf1d-6cbd-40a6-bba0-03647dcce127 · inbound
Hierarchical Spatial and Channel Aggregation for Cross-domain Few-shot Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd1af55f-8b73-4810-b65f-c429dca3ab57 · inbound
Training-free Cross-domain Few-shot Segmentation via Robust Semantic Representation and Matching Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 820a1e40-d217-4027-8170-71fb4f67fb20 · inbound
BioMedVR: Confusion-Aware Mixture-of-Prompt Experts for Biomedical Visual Reprogramming Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7bad8a35-277e-43c9-b8a8-18454a3451a4 · inbound
MLFFM-SegDiff: A Multi-Level Feature Fusion Diffusion Model for Skin Lesion Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4f97b21-df46-4058-9f4e-0b4b144c2a5c · inbound
Enhancing Layer Interaction Using Key-Correlated Layer Attention Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b352954e-5e78-48b8-b4d6-c25d8864111a · inbound
APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72ec6f0a-4f92-4273-9676-5b7dc5d41fdc · inbound
FROST: Training-Free Few-Shot Segmentation with Frozen Features and Nonparametric Statistics Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.