IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset | Paper Citation Record

Observation d5bb61fb-e9ef-4251-b1c0-361e8eae57da · outbound

This paper cites Skin cancer – IARC,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Skin cancer – IARC,

Reference 1

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Observation 014b7f5e-92b6-46d7-9ef9-a2d208d7fa98 · outbound

This paper cites Burden of skin cancer in older adults from 1990 to 2021 and modelled projection to 2050,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Burden of skin cancer in older adults from 1990 to 2021 and modelled projection to 2050,

Reference 2

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Observation 453e79c5-eabf-4e40-abce-a07622fa8083 · outbound

This paper cites Global, regional, and national trends in the burden of melanoma and non-melanoma skin cancer: Insights from the global burden of disease study 1990–2021,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Global, regional, and national trends in the burden of melanoma and non-melanoma skin cancer: Insights from the global burden of disease study 1990–2021,

Reference 3

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Observation 5aab7ccc-0d66-4a05-95aa-bf00c1804a8e · outbound

This paper cites Leiter, T.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Leiter, T

Reference 4

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Observation 8cc3aa43-5d7b-4a44-aab0-e46c1ef5fd0a · outbound

This paper cites The burden of skin and subcutaneous diseases: findings from the global burden of disease study 2019,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The burden of skin and subcutaneous diseases: findings from the global burden of disease study 2019,

Reference 5

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Observation 0e45d997-081d-4b11-aacc-7300df597e18 · outbound

This paper cites The burden of skin disease in the united states,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The burden of skin disease in the united states,

Reference 6

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Observation 8454c362-a2dc-4de3-ac84-fe53c65f3d8b · outbound

This paper cites Automatic segmentation of skin lesions from dermato- logical photographs,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Automatic segmentation of skin lesions from dermato- logical photographs,

Reference 7

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Observation 8d99dbea-6413-4d4d-8545-26cc1ed3f5bd · outbound

This paper cites A color and texture based hierarchical K-NN approach to the classification of non- melanoma skin lesions,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset A color and texture based hierarchical K-NN approach to the classification of non- melanoma skin lesions,

Reference 8

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Observation c5a5542d-2a90-4d3e-af6e-1d976fde4c3e · outbound

This paper cites PH 2 - a dermoscopic image database for research and benchmarking,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset PH 2 - a dermoscopic image database for research and benchmarking,

Reference 9

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Observation d2a7dc19-7f61-406b-bd5d-2300fd38ec61 · outbound

This paper cites Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC).

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

Reference 10

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This paper cites an unresolved cited work.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Unresolved cited work

Reference 11

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Observation 1b32e049-430b-43ad-b23b-f76308fb4842 · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

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

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Observation 1720312e-c808-4a54-ad25-ff624b39d741 · outbound

This paper cites Human–computer collaboration for skin cancer recognition,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Human–computer collaboration for skin cancer recognition,

Reference 13

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Observation e6d9c0b2-a75d-4e67-bb84-e9dcccd08108 · outbound

This paper cites HAM10000 Binary Lesion Segmentations,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset HAM10000 Binary Lesion Segmentations,

Reference 14

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Observation 129a1d23-8306-4a7e-8027-69177da367bd · outbound

This paper cites That label’s got style: Handling label style bias for uncertain image segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset That label’s got style: Handling label style bias for uncertain image segmentation,

Reference 15

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Observation 22b24d3d-b00e-4bb3-b5e4-e10836de8868 · outbound

This paper cites Epiluminescence microscopy: A useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Epiluminescence microscopy: A useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists,

Reference 16

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Observation a395cbac-0970-40a0-86b0-35cdfa73a883 · outbound

This paper cites Dermoscopy (epiluminescence microscopy) of pigmented skin lesions,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Dermoscopy (epiluminescence microscopy) of pigmented skin lesions,

Reference 17

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Observation 9a758f2b-7925-4864-a339-b68d4fcabb83 · outbound

This paper cites Diagnostic accuracy of dermoscopy,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Diagnostic accuracy of dermoscopy,

Reference 18

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Observation 4a44c6f4-2a63-429d-83f0-ba985a9750d8 · outbound

This paper cites Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-analysis of studies performed in a clinical setting,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-analysis of studies performed in a clinical setting,

Reference 19

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Observation acc203fc-a3f0-4861-a9f1-848f9b26bdd0 · outbound

This paper cites The impact of subspecialization and dermatoscopy use on accuracy of melanoma diagnosis among primary care doctors in australia,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The impact of subspecialization and dermatoscopy use on accuracy of melanoma diagnosis among primary care doctors in australia,

Reference 20

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Observation 28ba3706-1c70-4de6-9644-59ca7ad4c3be · outbound

This paper cites Improvement of malignant/benign ratio in excised melanocytic lesions in the “dermoscopy era.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Improvement of malignant/benign ratio in excised melanocytic lesions in the “dermoscopy era

Reference 21

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Observation 14eb7322-e4e7-4584-ba36-5e109c2f9087 · outbound

This paper cites Impact of dermoscopy on the management of high-risk patients from melanoma families: A prospective study,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Impact of dermoscopy on the management of high-risk patients from melanoma families: A prospective study,

Reference 22

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Observation ddc68752-631c-4e83-8e2e-fc389c5637bf · outbound

This paper cites Application of an artificial neural network in epiluminescence microscopy pattern analysis of pigmented skin lesions: a pilot study,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Application of an artificial neural network in epiluminescence microscopy pattern analysis of pigmented skin lesions: a pilot study,

Reference 23

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Observation 01b06c8e-6666-4785-92c7-4847a99ba2a8 · outbound

This paper cites The impact of dermoscopy on melanoma detection in the practice of dermatologists in Europe: Results of a pan-European survey,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The impact of dermoscopy on melanoma detection in the practice of dermatologists in Europe: Results of a pan-European survey,

Reference 24

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Observation 4ecd9948-b7b7-42bc-b65f-b6bd52e83e1b · outbound

This paper cites Diagnosing malignant melanoma in ambulatory care: A systematic review of clinical prediction rules,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Diagnosing malignant melanoma in ambulatory care: A systematic review of clinical prediction rules,

Reference 25

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Observation a3bc6b18-1251-4eb7-9d7b-77b0cf8835fc · outbound

This paper cites The ABCD rule of dermatoscopy,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The ABCD rule of dermatoscopy,

Reference 26

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Observation 9636bf64-c266-458d-8fec-3a0dd9821b5c · outbound

This paper cites A multimodal vision foundation model for clinical dermatology,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset A multimodal vision foundation model for clinical dermatology,

Reference 27

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Observation 61fbf377-515d-49cf-93d8-c3fb0b662230 · outbound

This paper cites Computerized analysis of pigmented skin lesions: A review,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Computerized analysis of pigmented skin lesions: A review,

Reference 29

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Observation 8344492a-0f8a-4f3b-a2e1-d6065ae6f3dd · outbound

This paper cites A survey on deep learning for skin lesion segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset A survey on deep learning for skin lesion segmentation,

Reference 30

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Observation b894b8f9-0429-4aef-b8ff-9237ecdef8fd · outbound

This paper cites Measuring intra-and inter-observer agreement in identifying and localizing structures in medical images,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Measuring intra-and inter-observer agreement in identifying and localizing structures in medical images,

Reference 31

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Observation b129b26f-4b7b-45ab-a3ca-f3e5cd4ec3bd · outbound

This paper cites Variability in human and automatic segmentation of melanocytic lesions,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Variability in human and automatic segmentation of melanocytic lesions,

Reference 32

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Observation 2b356ecc-517f-4059-8282-4f1cdedf1f85 · outbound

This paper cites Estimating the ground truth from multiple individual segmentations with application to skin lesion segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Estimating the ground truth from multiple individual segmentations with application to skin lesion segmentation,

Reference 33

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Observation 1662788e-2dbd-4ea4-9e75-404a1de8784b · outbound

This paper cites Where’s the naevus? inter-operator variability in the localization of melanocytic lesion border,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Where’s the naevus? inter-operator variability in the localization of melanocytic lesion border,

Reference 34

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Observation aa967c41-0e3b-4bef-a5bb-d3ea7b808617 · outbound

This paper cites Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation

Reference 35

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Observation 42eed8c5-5d55-4e7c-860a-6c85e19b137e · outbound

This paper cites Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation,

Reference 36

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Observation 842a1da3-5fa1-439f-8282-5edd841de65d · outbound

This paper cites A soft STAPLE algorithm combined with anatomical knowledge,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset A soft STAPLE algorithm combined with anatomical knowledge,

Reference 37

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Observation e1dd9498-753a-4d70-9da8-aded21118220 · outbound

This paper cites Less is more: Sample selection and label conditioning improve skin lesion segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Less is more: Sample selection and label conditioning improve skin lesion segmentation,

Reference 38

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Observation 45344a5e-ccfc-44f4-abda-c7f6c9fe438c · outbound

This paper cites D-LEMA: Deep learning ensembles from multiple annotations-application to skin lesion segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset D-LEMA: Deep learning ensembles from multiple annotations-application to skin lesion segmentation,

Reference 39

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Observation 186c55f8-0e36-4b0e-b245-2d77b62c1bbe · outbound

This paper cites Annotator consensus prediction for medical image segmentation with diffusion models,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Annotator consensus prediction for medical image segmentation with diffusion models,

Reference 40

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Observation 9cdf4893-3d17-40a6-a3c3-de75bed716c2 · outbound

This paper cites Morphologically-aware consensus computa- tion via heuristics-based iterative optimization (MACCHIatO),.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Morphologically-aware consensus computa- tion via heuristics-based iterative optimization (MACCHIatO),

Reference 41

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Observation a35731f9-4a0c-4777-9302-544503639983 · outbound

This paper cites Learning calibrated medical image segmentation via multi-rater agreement modeling,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Learning calibrated medical image segmentation via multi-rater agreement modeling,

Reference 42

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Observation 3e82c113-d1a8-4970-9028-bdbc73f09fe5 · outbound

This paper cites Modeling annotator preference and stochastic annotation error for medical image segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Modeling annotator preference and stochastic annotation error for medical image segmentation,

Reference 43

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Observation cfe8764e-563a-4034-879f-649844dd9f4e · outbound

This paper cites A probabilistic U-Net for segmentation of ambiguous images,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset A probabilistic U-Net for segmentation of ambiguous images,

Reference 44

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Observation 88cd0f30-f50b-484a-bff7-4b7f8a7918b2 · outbound

This paper cites PHiSeg: Capturing uncertainty in medical image segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset PHiSeg: Capturing uncertainty in medical image segmentation,

Reference 45

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Observation ee892d3d-5f4f-4b1e-8f0c-187f64c9004c · outbound

This paper cites Ambiguous medical image segmentation using diffusion models,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Ambiguous medical image segmentation using diffusion models,

Reference 46

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Observation c8fa7588-866c-4e74-9a1c-fa6b4413f83d · outbound

This paper cites Probabilistic modeling of inter-and intra-observer variability in medical image segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Probabilistic modeling of inter-and intra-observer variability in medical image segmentation,

Reference 47

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Observation 2326fd2b-9282-4c0e-bc4f-ca2592957fd9 · outbound

This paper cites Segmentation style discovery: Application to skin lesion images,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Segmentation style discovery: Application to skin lesion images,

Reference 48

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correction dated 2025-05-08. Source: crossref record 10.1007/978-3-031-77610-6_24->10.1007/978-3-031-77610-6:correction, observed 2026-07-11T03:02:09.432776+00:00. This notice travels one citation hop only.

Observation 86b337de-b918-485e-a205-b6f49cf370af · outbound

This paper cites The lung image database consortium (LIDC) and image database resource initiative (IDRI): a completed reference database of lung nodules on CT scans,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset The lung image database consortium (LIDC) and image database resource initiative (IDRI): a completed reference database of lung nodules on CT scans,

Reference 49

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Observation 569ed5e1-84e6-4e19-81db-43b1b5dee7c6 · outbound

This paper cites Agreement among ophthalmologists in marking the optic disc and optic cup in fundus images,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Agreement among ophthalmologists in marking the optic disc and optic cup in fundus images,

Reference 50

Resolution: verified exact; doi, observed 2026-08-03T14:13:29.928622Z

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Observation d7dbe42b-e264-4981-a602-7465294c84c0 · outbound

This paper cites An ensemble classification- based approach applied to retinal blood vessel segmentation,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset An ensemble classification- based approach applied to retinal blood vessel segmentation,

Reference 51

Resolution: verified exact; doi, observed 2026-08-03T14:13:29.684923Z

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Observation 1b59cc8d-a1ac-498f-b85c-bdf2ed4fa3b2 · outbound

This paper cites Longitudinal multiple sclerosis lesion segmentation: Resource and challenge,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Longitudinal multiple sclerosis lesion segmentation: Resource and challenge,

Reference 52

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This paper cites Objective evaluation of multiple sclerosis lesion segmentation using a data management and processing infrastructure,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Objective evaluation of multiple sclerosis lesion segmentation using a data management and processing infrastructure,

Reference 53

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Observation 1c67f50f-a433-4783-aa24-2a5f4e1dd29c · outbound

This paper cites Manual segmentation of opacities and consolidations on CT of long COVID patients from multiple annotators,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Manual segmentation of opacities and consolidations on CT of long COVID patients from multiple annotators,

Reference 55

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This paper cites What can we learn from inter-annotator variability in skin lesion segmentation?.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset What can we learn from inter-annotator variability in skin lesion segmentation?

Reference 56

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IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset ISIC Archive REST API Documentation,

Reference 57

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IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset ISIC Archive v2 OAS 3.1,

Reference 58

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Observation 0c89fb5e-67d3-45d6-bde1-b2b97756a809 · outbound

This paper cites isic-cli GitHub,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset isic-cli GitHub,

Reference 59

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This paper cites IMA++ GitHub,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset IMA++ GitHub,

Reference 60

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This paper cites Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites,

Reference 61

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Observation 3749e334-a659-47f8-b228-0912b9ab517f · outbound

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IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Unresolved cited work

Reference 62

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Observation 50bb769d-7e42-43dc-801e-a0fde8b8c0da · outbound

This paper cites UpSet: Visualization of intersecting sets,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset UpSet: Visualization of intersecting sets,

Reference 63

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This paper cites Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes,

Reference 64

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This paper cites IMA++: ISIC archive multi-annotator dermoscopic skin lesion segmentation dataset,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset IMA++: ISIC archive multi-annotator dermoscopic skin lesion segmentation dataset,

Reference 65

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This paper cites Input space augmentation for skin lesion segmentation in dermoscopic images,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Input space augmentation for skin lesion segmentation in dermoscopic images,

Reference 66

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This paper cites ISIC API Image Downloader GitHub,.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset ISIC API Image Downloader GitHub,

Reference 67

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Observation 1d423c8f-dc17-49eb-bb8e-02e045664c69 · outbound

This paper cites Available: https://proceedings.neurips.cc/paper files/ paper/2018/file/473447ac58e1cd7e96172575f48dca3b-Paper.pdf.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Available: https://proceedings.neurips.cc/paper files/ paper/2018/file/473447ac58e1cd7e96172575f48dca3b-Paper.pdf

Reference 2018

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Observation 030fbb76-645f-4e32-b2a1-82cba6415a33 · outbound

This paper cites QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge

Reference 2024

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Observation ee56122d-7015-47a4-a315-1dde84beb02f · outbound

This paper cites Available: https://arxiv.org/abs/2508.12190.

IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset Available: https://arxiv.org/abs/2508.12190

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T14:10:17.620931Z

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