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Paper Citation Record · LEDGER

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic

As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.23763.

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pith.paper-citation-record.v1
2507.23763 v2

Coverage vector

measured 52 of 52 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

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External citation measurements

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Outbound references

Observation 2263d21e-dd84-4c68-86c6-a38b6528ad1a · outbound

This paper cites Metrics reloaded: Recommendations for image analysis validation.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Metrics reloaded: Recommendations for image analysis validation

Reference 1

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Observation 531ec9ae-27fb-47be-8a54-d449beab3b27 · outbound

This paper cites Cortical surface-based anal- ysis: I. segmentation and surface reconstruction,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Cortical surface-based anal- ysis: I. segmentation and surface reconstruction,

Reference 2

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Observation b93319da-6b7a-48d3-9257-5286eef87358 · outbound

This paper cites nnu-net: a self-configuring method for deep learning-based biomedical image segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic nnu-net: a self-configuring method for deep learning-based biomedical image segmentation,

Reference 3

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Observation 1d629c51-2be9-4679-b7b2-bb2f23e23505 · outbound

This paper cites Segment anything in medical images,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Segment anything in medical images,

Reference 4

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Observation 3f552979-e8d7-443e-97d3-45abd9667f22 · outbound

This paper cites Direct three-dimensional segmen- tation of prostate glands with nnu-net,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Direct three-dimensional segmen- tation of prostate glands with nnu-net,

Reference 5

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Observation 05e54ac8-ba82-49db-8f58-be7d3af82201 · outbound

This paper cites Segmentation of whole breast and fibroglandular tissue using nnu-net in dynamic contrast enhanced mr images,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Segmentation of whole breast and fibroglandular tissue using nnu-net in dynamic contrast enhanced mr images,

Reference 6

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Observation b1456e97-b1e6-4f80-82ff-794587958f4e · outbound

This paper cites Large scale image segmentation with structured loss based deep learning for connectome reconstruction,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Large scale image segmentation with structured loss based deep learning for connectome reconstruction,

Reference 7

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Observation 3d4e3771-e959-4797-9dca-7031082850a6 · outbound

This paper cites Topology-preserving deep im- age segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topology-preserving deep im- age segmentation,

Reference 8

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Observation 906521ec-c259-46b2-8cf0-9120a4676290 · outbound

This paper cites A topological loss function for deep-learning based image segmentation using persistent homology,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic A topological loss function for deep-learning based image segmentation using persistent homology,

Reference 9

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Observation 865b9a70-d010-441a-8321-28e9d95cc497 · outbound

This paper cites Explicit topological priors for deep-learning based image segmenta- tion using persistent homology,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Explicit topological priors for deep-learning based image segmenta- tion using persistent homology,

Reference 10

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Observation 700d06f4-6d10-4e0b-bdbb-283a33b87137 · outbound

This paper cites Topolog- ically faithful image segmentation via induced matching of persistence barcodes,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topolog- ically faithful image segmentation via induced matching of persistence barcodes,

Reference 11

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Observation 6c8012fd-b0a4-45e7-9c21-224eba9ada19 · outbound

This paper cites Local properties of binary images in two dimensions,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Local properties of binary images in two dimensions,

Reference 12

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Observation 930e52ae-b3ff-42d9-8dc9-7c5bd2e625f8 · outbound

This paper cites A novel bit-quad- based euler number computing algorithm,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic A novel bit-quad- based euler number computing algorithm,

Reference 13

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Observation 266febf1-46e7-4f27-9263-6fb4a930ff4e · outbound

This paper cites Learning an artificial neural network to discover combinations of bit-quads to compute the euler characteristic of a 2-d binary image,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Learning an artificial neural network to discover combinations of bit-quads to compute the euler characteristic of a 2-d binary image,

Reference 14

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Observation ba26d4a1-55a8-4bb2-88bf-c3e3d653d3a5 · outbound

This paper cites Robust segmentation via topology violation detection and feature synthesis,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Robust segmentation via topology violation detection and feature synthesis,

Reference 15

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Source-reported events for the cited work

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Observation 487026d1-9841-432a-b36c-d9b5273c7360 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic U-net: Convolutional networks for biomedical image segmentation,

Reference 16

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Observation 9cc73aff-6d80-4737-b0ab-efe245a35a84 · outbound

This paper cites Swin-unet: Unet-like pure transformer for medical image segmenta- tion,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Swin-unet: Unet-like pure transformer for medical image segmenta- tion,

Reference 17

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Observation cb13b28f-6ff7-4182-b2f8-2a9137d60c54 · outbound

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Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Unresolved cited work

Reference 18

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Observation f0b13794-205e-4ce8-8ac1-d436442a8eec · outbound

This paper cites Segment anything,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Segment anything,

Reference 19

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Observation c0434feb-54a1-4402-98ec-8c767dc78e1e · outbound

This paper cites Medical sam 2: Segment medical images as video via segment anything model 2,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Medical sam 2: Segment medical images as video via segment anything model 2,

Reference 20

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Observation 5bc25384-eda8-4ee3-9bc5-ecbdb4af75ea · outbound

This paper cites De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation

Reference 21

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Observation 111c4b82-dfa6-43a4-afac-9a819b728613 · outbound

This paper cites Deformable models in medical image analysis: a survey,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Deformable models in medical image analysis: a survey,

Reference 22

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Observation 5f8b8655-23dc-4703-9c35-dfdf8eb5bbef · outbound

This paper cites Tetris: Template transformer networks for image segmentation with shape priors,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Tetris: Template transformer networks for image segmentation with shape priors,

Reference 23

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Observation 581c4fd0-36af-4b2f-ad1c-1fabfcd61411 · outbound

This paper cites Anatomi- cally constrained neural networks (acnns): application to cardiac image enhancement and segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Anatomi- cally constrained neural networks (acnns): application to cardiac image enhancement and segmentation,

Reference 24

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Observation 67c341bb-3191-4983-8afa-482d2585e308 · outbound

This paper cites Boundary loss for highly unbalanced segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Boundary loss for highly unbalanced segmentation,

Reference 25

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Source-reported events for the cited work

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Observation 706ea3ce-6826-45ed-b3fb-7fece5603f4e · outbound

This paper cites cldice-a novel topology- preserving loss function for tubular structure segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic cldice-a novel topology- preserving loss function for tubular structure segmentation,

Reference 26

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Source-reported events for the cited work

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Observation a9530e91-0635-48bf-b459-3725b99cb0ce · outbound

This paper cites Skeleton recall loss for connectivity conserving and resource efficient segmentation of thin tubular structures,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Skeleton recall loss for connectivity conserving and resource efficient segmentation of thin tubular structures,

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 75a2a15c-f196-4e05-a2e1-5d081f077a3a · outbound

This paper cites Fetal cortex seg- mentation with topology and thickness loss constraints,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Fetal cortex seg- mentation with topology and thickness loss constraints,

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 7c745f5c-4405-4dc2-84b9-98c9af3cea68 · outbound

This paper cites Segmentation of the cortical plate in fetal brain mri with a topological loss,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Segmentation of the cortical plate in fetal brain mri with a topological loss,

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation af99b330-f4c8-4bcd-ad3f-34dee0dd5338 · outbound

This paper cites A persistent homology-based topological loss for cnn-based multiclass segmentation of cmr,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic A persistent homology-based topological loss for cnn-based multiclass segmentation of cmr,

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation cd558b3a-71a0-4412-9ab0-148b2bde9368 · outbound

This paper cites Topologically Faithful Multi-class Segmentation in Medical Images.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topologically Faithful Multi-class Segmentation in Medical Images

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 064b88c3-6b2c-4d99-968f-f3dc8d556ae9 · outbound

This paper cites Topology preserving compositionality for robust medical image segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topology preserving compositionality for robust medical image segmentation,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 06260da0-e392-4726-9cc7-b1f4215fa26c · outbound

This paper cites Topology-guided multi-class cell context generation for digital pathol- ogy,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topology-guided multi-class cell context generation for digital pathol- ogy,

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b4d2402c-25d5-49db-a035-5eae7c745a49 · outbound

This paper cites TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c75e8d24-95ac-4778-9d7a-788a9dc22f58 · outbound

This paper cites Cubical Ripser: Software for computing persistent homology of image and volume data.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Cubical Ripser: Software for computing persistent homology of image and volume data

Reference 35

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no resolver link, observed 2026-08-06T10:33:41.156149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:33:41.156149Z digest=sha256:f9dc629753ff6ca1e0db2a5605ff175b2d666d542051a49c706fd21fc14dcb54

Observation 9858985d-e336-48f2-a72d-45da1dc48231 · outbound

This paper cites The gudhi library: Simplicial complexes and persistent homology,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic The gudhi library: Simplicial complexes and persistent homology,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:46.388382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.315204Z digest=sha256:98d8c251481611af9c6c5758a0e99f6de7918e4b9d47b30042afaff42fede23d

Observation 4cfb34eb-0fc8-46db-961b-3dd649b26349 · outbound

This paper cites Structure-aware image segmentation with homotopy warp- ing,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Structure-aware image segmentation with homotopy warp- ing,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:46.194476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.393901Z digest=sha256:6350ead52c2eed81ff1c81a800782c7ecbe153a5f070ae11f985f27ae08c39d8

Observation 05851d97-d808-4405-a0cc-1bfa8a408329 · outbound

This paper cites Topology-Aware Segmentation Using Discrete Morse Theory.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topology-Aware Segmentation Using Discrete Morse Theory

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:33:43.233054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.502944Z digest=sha256:628b9f2315d161b61210d78c132ecbf5707babfa5766dba817885f06a75595a3

Observation 29833641-9e40-4d83-bf98-27989d7e7875 · outbound

This paper cites Topological data analysis,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Topological data analysis,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.987756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.627441Z digest=sha256:96906144aab1b28a7b2e81ae2721fed628f0f1be95b0701ade807fdd1be67462

Observation a257a912-2e72-4aee-8ce0-9d28a8cdc5a0 · outbound

This paper cites Eilenberg and N.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Eilenberg and N

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.839742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.721513Z digest=sha256:0dfbe5ba402d3687457d99a834e71a6f5df656343cb9cdc79a237670fcd56b03

Observation 68d305d3-868a-4f8d-85d4-c57884a283c8 · outbound

This paper cites An introduction to topological data analysis: fundamental and practical aspects for data scientists,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic An introduction to topological data analysis: fundamental and practical aspects for data scientists,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.592574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:41.825150Z digest=sha256:2fb0d32ca2f4ed258003582f2f45880d35e155c400b4703376847026424a161f

Observation 80586911-78e5-436d-b7dd-308171ae38f3 · outbound

This paper cites A user’s guide to topological data analysis,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic A user’s guide to topological data analysis,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.434721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.007465Z digest=sha256:881653b5f9ef5eeaa61445deff2b7fdc816fac0a5061ac6a0eb70d598b3812f8

Observation 00861667-145b-451d-8ce4-f1f6db527665 · outbound

This paper cites Algebraic topology for computer vision,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Algebraic topology for computer vision,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.210162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.074268Z digest=sha256:889ac37aefccd7f0bb7ea7fef1c26c460541e8cb4c99bbc7909a9bf692eaed7b

Observation f8db3b5b-74a4-42db-9116-bff3959345d7 · outbound

This paper cites Efficient classification using the euler characteristic,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Efficient classification using the euler characteristic,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:45.029241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.168818Z digest=sha256:609ec3ce4f866e2fbfdd0281e8c6d66856fa0d5127e48a8fb97b1631a3bc1bf7

Observation 7814d38b-0178-46ca-903d-03fd61b86bf5 · outbound

This paper cites Snemi 3d: 3d segmentation of neurites in em images,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Snemi 3d: 3d segmentation of neurites in em images,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:44.770381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.286150Z digest=sha256:d76c5cd472e9c4ac5f6dbd8f253dbd089197a3a1231a59382d3b0b978a3de373

Observation a60478b3-d367-4b81-b005-1f2ef13c471e · outbound

This paper cites Fives: A fundus image dataset for artificial intelligence based vessel segmentation,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Fives: A fundus image dataset for artificial intelligence based vessel segmentation,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:44.549838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.394662Z digest=sha256:945703ec2bcc20e589b83051d3b0906a969ace0c42e5f7ba5c0c2266a3889a8d

Observation 4a29d7d5-9054-4a07-9e0a-ac62424f4531 · outbound

This paper cites Reconstruction of fetal brain mri with in- tensity matching and complete outlier removal,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Reconstruction of fetal brain mri with in- tensity matching and complete outlier removal,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:44.335779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.524440Z digest=sha256:4276f01a2d92f8b7777ffab726fe38c2ea545a9e9204f6b8b3c0407086fa3a9f

Observation c4c1e466-477e-41d7-912a-20612ba7206e · outbound

This paper cites Fast volume reconstruction from motion corrupted stacks of 2d slices,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Fast volume reconstruction from motion corrupted stacks of 2d slices,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:44.110700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.614949Z digest=sha256:6caa246a2904e53f91d2341797d7fa6a46243b82b17da2f313d740059508c216

Observation e14a8bf2-9838-456c-8656-0c143146f94b · outbound

This paper cites The developing human connectome project: A minimal process- ing pipeline for neonatal cortical surface reconstruction,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic The developing human connectome project: A minimal process- ing pipeline for neonatal cortical surface reconstruction,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:43.960950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:42.686022Z digest=sha256:9e838ea648ed19870a50c31061c478376cdf2d97f9d3c055384c9ac84d25c978

Observation a91e47c2-8139-4bec-9e19-538a933e0d3d · outbound

This paper cites The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T10:33:42.733179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:33:42.733179Z digest=sha256:9accdae247a07519c52af8909a58354a03499165adf489fed91b1844967a4ddd

Observation 0d5ff40c-2859-4a4b-a072-e62aacf31dd8 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Adam: A Method for Stochastic Optimization

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T10:33:42.885865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:33:42.885865Z digest=sha256:f04fdc039c77294194d4288b874f82b40545e0d54868336a71f56bda2146d190

Observation a05d5a4c-34ef-4de4-9521-929e68205622 · outbound

This paper cites Individual comparisons by ranking methods,.

Topology Optimization in Medical Image Segmentation with Fast Euler Characteristic Individual comparisons by ranking methods,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:33:43.761738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:33:43.037616Z digest=sha256:1a1aff006e0e5be521621f834ab997b80debf5a0ea8cd96df5079ddf7e618b5b

Pith citing papers

No inbound Pith citation observations are available.