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Paper Citation Record · LEDGER

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

As of 8 August 2026, this Paper Citation Record lists 100 of 150 outbound references and 3 inbound Pith citation observations for arXiv:2506.18679.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.18679 v2

Coverage vector

measured 100 of 150 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:02.838550Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:54:43.667134Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:06:04.880358Z

Reference resolution

100 of 150 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved84
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a3210cb-ab75-4b8f-8df3-b5efc54cb292 · outbound

This paper cites SIGCOMM Comput.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation SIGCOMM Comput

Reference 1

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no resolver link, observed 2026-08-06T23:19:51.433957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:51.433957Z digest=sha256:4c160511e2f11d17c1024cb4f82088306be9f6fdb718793330d30b1c6abb4669

Observation 7d9235fb-4713-4829-9efc-cfdeeddcb2a8 · outbound

This paper cites CHI ’08: CHI ’08 extended abstracts on Human factors in computing systems (Florence, Italy).

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation CHI ’08: CHI ’08 extended abstracts on Human factors in computing systems (Florence, Italy)

Reference 2

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no resolver link, observed 2026-08-06T23:19:51.549923Z

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source=pdf_text observed=2026-08-06T23:19:51.549923Z digest=sha256:11515a64cb30f897ac91441f37ac9c8df58962f7caf3cccc640bcf896ff1c89c

Observation a1a5912e-ae88-4ba5-adec-d1cffe67f08b · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-06T23:19:51.704196Z

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source=pdf_text observed=2026-08-06T23:19:51.704196Z digest=sha256:5ddcbbf173d489f7355751e4a9d1dfdf0f3da6e60fac4cc573b301ffb35c5647

Observation fe225cac-4777-4a29-b8c8-08612410a0e7 · outbound

This paper cites Abril and Robert Plant.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Abril and Robert Plant

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:19:51.852473Z digest=sha256:5bc456553aa618a6cdd22b6810ae253b91bfb711a7398100c541a4290f30668f

Observation c8c595d5-fd4b-4b84-af32-a8cb36c94257 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:51.972481Z digest=sha256:91261bbda2fb6a9bdf5ab57ee88c6af7069ba956611a1e54f8f2df010392f7fd

Observation 88dbf64c-0eb0-4716-999b-fbca3b0ed163 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-06T23:19:52.092734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:52.092734Z digest=sha256:e60570cbbcd80b502992b1a3daf16cc034a3bea32ef5ab34498d049f480d8e87

Observation 9cc55fa0-d366-4faa-88fa-e3a7e814cf2c · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-06T23:19:52.242321Z digest=sha256:6efbb51b61fbdd6f8b9626a17dfa51e3f70f6316ec1d38c67669500ba2df7eff

Observation 3de683a4-4172-427c-b4fa-06ddf7b509d7 · outbound

This paper cites Using the amsthm Package.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Using the amsthm Package

Reference 8

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source=pdf_text observed=2026-08-06T23:19:52.320750Z digest=sha256:24249126619e81cc5182f970b40a4ca330421976ccabff140b9bc1ed3e9a69ec

Observation c1515186-c7cb-496d-a501-6b2acd5e37a4 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-06T23:19:52.402655Z digest=sha256:bddcfd3a952e9698bd6bb144f0c412569952b50f87a3440c28e39485db797e37

Observation 90e2c8cb-3d46-40f4-ab0e-a0fee18afcd7 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-06T23:19:52.485466Z digest=sha256:9af5e2bd0670c9770c8bd0be7f3fb65d40235d917f47b4e1c2e9678b305325f6

Observation 06dd7898-e36e-423a-a10a-b5cbc592cc86 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-06T23:19:52.584846Z digest=sha256:6664fd12a1096cc16b78c8ab1b631ce0d2aaf1a967c70a16e005974a9bb52100

Observation 6a431467-f9d8-4420-8e03-c8dd0bb4317e · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-06T23:19:52.657843Z digest=sha256:3fb33412959d9a4fc728d631ed341081b3fd284afa40e5f5afa19c65cf4c21ed

Observation b0b78063-75df-4b4a-ad17-57eb31e39872 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-06T23:19:52.778751Z digest=sha256:1f626d236daa338740f205def34aaf1ae04bb21a7b3165f2b124a243d3eb4304

Observation ca8b8a78-4443-46c9-b7be-3b169f819291 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-06T23:19:52.895363Z digest=sha256:24ec82fa3c610bb4acedf40a09301943a60213c9eefa9f1e971c57234e573e24

Observation ee3d697a-6720-441d-8614-7e72e1921f68 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-06T23:19:53.000744Z digest=sha256:332562a505fce8027515bba3cf52121b83e98ed848671726f3ecdc829421cd4c

Observation 2c3640a2-113b-4d4c-9460-4b44f5f4bf68 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:53.079215Z digest=sha256:6ab4d3f0f42852266953b6b9d3611ac321da5c50a306b318b31041c27a10c1e5

Observation a66d4268-319c-47f2-8754-bd7425968f1b · outbound

This paper cites Citation concept analysis (CCA) - A new form of citation analysis revealing the usefulness of concepts for other researchers illustrated by two exemplary case studies including classic books by Thomas S. Kuhn and Karl R. Popper.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Citation concept analysis (CCA) - A new form of citation analysis revealing the usefulness of concepts for other researchers illustrated by two exemplary case studies including classic books by Thomas S. Kuhn and Karl R. Popper

Reference 17

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local_arxiv, observed 2026-08-06T23:20:13.244767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:53.159915Z digest=sha256:77e0de5113f88a2ec10e09de16f96f1b40241c41d9f8747864c41b8a3a658e6d

Observation be804048-a96f-45f4-afad-d03b08fdd931 · outbound

This paper cites Debray, and Larry L.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Debray, and Larry L

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:53.266804Z digest=sha256:d2dcc3261bd5f9b09873efb5620a971b31e49071d41f084f8d5ecc47eb48f0e4

Observation eb40ceac-d56c-48d2-acad-1c7e91d9e47d · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-06T23:19:53.385131Z digest=sha256:90c954a13891cbc091da6e82004bfea4a67849b23539a674f2696fdfe1ca8ebc

Observation 3b3f1468-40d5-449e-99e5-404d489a394c · outbound

This paper cites Buss, Arnold L.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Buss, Arnold L

Reference 21

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source=pdf_text observed=2026-08-06T23:19:53.619155Z digest=sha256:0728fa3e514eb4dba21b0512821e2c69437230bd2a78a14460a1163cc62ccaaa

Observation 0e184b39-2b27-4137-9e2b-5f3e375cf295 · outbound

This paper cites Sabuncu, John Guttag, and Adrian V.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Sabuncu, John Guttag, and Adrian V

Reference 22

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source=pdf_text observed=2026-08-06T23:19:53.743980Z digest=sha256:f10f2cb8c38af2c12084c7d365cf1d501169f4608f234e5fb34ed0536363269c

Observation 71e339fd-2dd2-4cff-9b3e-1a80ecd65b34 · outbound

This paper cites Caicedo and Svetlana Lazebnik.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Caicedo and Svetlana Lazebnik

Reference 23

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doi, observed 2026-08-06T23:20:09.139838Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:53.822821Z digest=sha256:5fd6547eba92e9faa1d009e01519e0d8689a0b859893b92fd4869575e84973c5

Observation b145fc77-6e99-4415-9e7f-ea01b819c2ad · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-06T23:19:53.942674Z digest=sha256:2dbd193b0efd0d8d4e3a2fc6e764fc99db482e89458cd850d723d083ccb072e9

Observation 259d3ba8-a88c-45f0-8aec-2ec81a2ae41a · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-06T23:19:54.166931Z digest=sha256:aaa1190f2254773354cbb0269f5209552a83cadec14ab1935d47e7e8617270ed

Observation 2151cbf9-8200-49e4-b354-39ca4d294636 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-06T23:20:12.713092Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:54.271203Z digest=sha256:db8222bc94b2e152d89cf78b76b16ab68101af17bbb88769abaefdf186b134bb

Observation 310547cc-bc11-4737-a05f-b88a0321bb03 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-06T23:19:54.381525Z digest=sha256:de2995138cd1c09196745325a6bd3043aeeb26a42199f6f4feaca6e8e52b0e95

Observation c878794f-6ac2-4ba8-abb4-bc25d79690bb · outbound

This paper cites Clarkson.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Clarkson

Reference 29

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source=pdf_text observed=2026-08-06T23:19:54.496976Z digest=sha256:f52c3bdc97b136d60b582f29d4f99133a58aebbf9a7d1c77d3783907643dea42

Observation 09884867-7305-4b4b-beb1-600d0245a414 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-06T23:19:54.622361Z digest=sha256:6aed9ba2c0d4468f0986ea43d9e694830cfc03ab2fd983f539d64a1cf50158b8

Observation b95ffee3-253e-4121-ac38-15e64e6039f6 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-06T23:19:54.744992Z digest=sha256:ce5b07e2d2214d87767dbe633fd0679916ef67b8b9b5c5e0d4785d62d528194f

Observation 85d54610-905b-4539-8059-a73fbb71e6e6 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-06T23:19:54.828413Z digest=sha256:b1b40aa434de05c7bfafac02ccf90c7ea1a5a2f2c88883620045634c28c77c15

Observation 32440f17-928f-4bd6-9a00-d8348aa7323b · outbound

This paper cites Mancini, and Alessandro Mei.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Mancini, and Alessandro Mei

Reference 34

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source=pdf_text observed=2026-08-06T23:19:55.044518Z digest=sha256:351c9278a36e5a24835e0e7914d29c463f06c6b9b12311b0750ae441a67079b9

Observation b0c4af38-abdb-4e2b-a018-b8b8bf236791 · outbound

This paper cites XBOW Sensor Motes Specifications.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation XBOW Sensor Motes Specifications

Reference 35

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source=pdf_text observed=2026-08-06T23:19:55.186144Z digest=sha256:0975c6311758a991c6638134ba5137aa4640536a04db594c2b949e200fc16529

Observation 8826fc5c-a868-4065-9dda-1ac3dbdff091 · outbound

This paper cites Culler, D.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Culler, D

Reference 36

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source=pdf_text observed=2026-08-06T23:19:55.340187Z digest=sha256:03670230dd74b12b392fbbad67dfcefebe6fffbd5cbe6b894007ae5ec337ec28

Observation 781d45eb-e545-455a-a6ab-9b36435ef3b6 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-06T23:19:55.492029Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:19:55.492029Z digest=sha256:9c31207798c718328a764e461d5b3244c1135a75926cfdf72bd521135c5718ce

Observation 8609872b-94fd-47b6-89e3-f3dc3a4d7947 · outbound

This paper cites Dijkstra.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Dijkstra

Reference 38

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raw_fallback, observed 2026-08-06T23:20:12.338302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:55.591586Z digest=sha256:4297f2125745763baee6f43c5c6052cdaf08adf63f7bec698308dabb1b33a9a6

Observation cefc93fc-b5a7-471a-ace5-5d4b5c05f866 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-06T23:20:12.137947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:19:55.735658Z digest=sha256:cfd89c0aab6bc923031e614675f7dfaf943452a4ef413209c05eb10d4a203dd7

Observation 1fc0d795-a268-4a64-b013-98900d9d3ac7 · outbound

This paper cites Douglass, David Harel, and Mark B.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Douglass, David Harel, and Mark B

Reference 40

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no resolver link, observed 2026-08-06T23:19:55.874031Z

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Observation 73a764aa-f803-4b9f-8791-1d8d151d1e7e · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 01a0397d-8e0a-4eba-8239-111d5614fc0c · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 03c6bfdb-3cca-48c0-9cf6-9559e0bfb598 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 2c9d37e4-16f1-417b-906a-a447a58cffc4 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation cb8453b4-f294-4a2d-898d-a01ee32c68eb · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 38f20151-9646-4c4c-a298-c57662380387 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 6aee17d3-6990-4750-9f09-1e77c69bfd6a · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 9e86ecf7-28e2-4be4-9c04-5d0756401b90 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation b71565fc-c6a6-43ed-b876-ee8380a2ec6e · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation f6487b1b-8266-4df8-a50c-ec799387c397 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 7f313ab9-738f-4ffb-b766-e07937c3a136 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 54

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Observation 49ccfa81-15cc-4564-89f8-64e7214cc70e · outbound

This paper cites Ian Munro.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Ian Munro

Reference 55

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Observation ba7244bc-4dcf-43d4-b9bb-33a28e57c282 · outbound

This paper cites 1978.LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation 1978.LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER

Reference 56

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Observation 278fab18-8c2f-451a-b0db-cc69769eae68 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 57

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Observation 1d1ece86-0eb5-46a3-a77c-8f6ade056808 · outbound

This paper cites CodeBlue: Sensor Networks for Medical Care.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation CodeBlue: Sensor Networks for Medical Care

Reference 58

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Observation cce5296a-b243-41b0-8b6e-74572656249f · outbound

This paper cites Roth, and Daguang Xu.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Roth, and Daguang Xu

Reference 59

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Observation 1d8e22dd-4bd0-412a-afd7-e87df8caabda · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 60

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Observation 6b9db611-7013-4ee9-8f82-60d67e7e531d · outbound

This paper cites Heering and P.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Heering and P

Reference 61

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Observation e127d564-cdd7-4d89-82e9-15365df25b49 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 62

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Observation 412723dc-6613-4bb8-aa10-059dad6535b5 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 63

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Observation cd711fd0-8928-4393-9005-9e6a75a27d8b · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 258d143d-df19-46b0-8a2e-7e39563a6eea · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 1363369c-5855-4500-82f0-ae5232b85bad · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 0c8fffe1-356b-4d35-b9d8-052b559e144a · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 67

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Observation f9c9c036-064e-4cfb-9299-e258ec0cfbe0 · outbound

This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 68

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Observation 6ac510b0-8586-4bee-bada-cfe855ae4ee0 · outbound

This paper cites IEEE TCSC Executive Committee.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation IEEE TCSC Executive Committee

Reference 69

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Observation 226ad959-9389-499f-9f83-eb081e2e974e · outbound

This paper cites Jaeger, Simon A.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Jaeger, Simon A

Reference 70

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Observation d0dfc7dd-e179-4db3-9ffe-8fb33e418f66 · outbound

This paper cites Saferi Rahman, Modhumonty Das, Monika Barua, and Md.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Saferi Rahman, Modhumonty Das, Monika Barua, and Md

Reference 71

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Observation a2911bbe-8002-47b1-b66e-17c08411a21c · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 72

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Observation 7ec48c45-3fdb-46ca-8810-ac66ffd35f7f · outbound

This paper cites The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

Reference 73

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Observation ce21ece7-5db3-45cf-94d0-a0327888416e · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation bc8b1550-6a98-4d84-adce-573f2ee3b814 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 9a19cfbd-8179-4906-a464-1b69528d390d · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 4a409332-d871-43b4-beca-0cd4fbde0a0e · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation df7458c1-923f-4b7b-9a30-c6abb3ade30f · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation b2f2119f-d201-46bd-b05f-bcfb56e7fab0 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation 17cf8b73-3402-46ac-bc95-4d5805c01d7c · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

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Observation a8a4e93e-0156-4c89-9750-d43b38d87f58 · outbound

This paper cites Korach, D.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Korach, D

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Observation a93bde79-8ce7-4533-be63-bc5b70af4566 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 88

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Observation b44a076d-ef57-4508-8730-98452df088a9 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 89

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Observation c5fd1711-cab6-4f45-88a4-21dab1b06615 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 90

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Observation 62c52274-0a1b-4631-b776-8916f1e66fee · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 91

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Observation 74f42cb7-3e6f-4045-b485-70031e590582 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 92

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Observation 926960df-14f6-40db-a82e-e877659277a9 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 93

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Observation 87ec2459-864d-41b1-8dcf-cffb6eedede6 · outbound

This paper cites Buyuktur, David K.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Buyuktur, David K

Reference 94

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Observation 03ea5bcc-556d-401d-b603-500a7580df87 · outbound

This paper cites an unresolved cited work.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 95

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Observation 1f3b0fdc-0650-47c4-a8e4-f992fc6b1f7d · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 96

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Observation 51588cb8-771f-4996-97f2-7f87662ff382 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 97

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Observation a956bc60-8830-4f51-9dd3-7f9392e21776 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 98

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Observation e6ac68e9-df1a-48fa-9b40-b693bc7444b6 · outbound

This paper cites Manmatha.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Manmatha

Reference 99

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Observation 2bd0bc86-51ef-4acc-add1-2bc41e7a2e6b · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 100

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Observation 11492718-788a-4b1b-91a8-c6886a53496a · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 101

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Observation 55432c36-bfc1-4b6d-b021-59e9f4ba012a · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 102

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Observation db1807c7-8640-47f0-bac3-a24af135774f · outbound

This paper cites m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks

Reference 103

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Observation 1e7d0336-b2c6-42cf-a069-d72ac8d44391 · outbound

This paper cites McCracken and Donald G.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation McCracken and Donald G

Reference 104

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Observation 89f2dcff-60dd-4b2e-b57f-608105be4b71 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 105

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Observation b5e81567-18b0-4c30-a525-623f3641ad49 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 106

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Observation eb3d68f7-4619-4b32-a507-17649b8b1ecc · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 107

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Observation f7b2f8b6-516a-4acd-a18a-2f69c7cd1114 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 108

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source=pdf_text observed=2026-08-06T23:20:02.470020Z digest=sha256:a5c3893626b2fdc4d539a62cf5583a2560c7fcb662877595a79cf4b18d967772

Observation d66390c2-d2c3-4f09-99d8-e3f2bf6fd7f5 · outbound

This paper cites Natarajan, M.

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Natarajan, M

Reference 109

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Observation 00fe7ad9-7908-4b14-bf7b-4a3ef0a3e68d · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 110

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Observation 19ae56fd-e800-4e4d-b1b8-fb95315f44d3 · outbound

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MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation Unresolved cited work

Reference 111

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Pith citing papers

Observation 50c62838-9ea6-462b-8268-8b97aa36c879 · inbound

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation cites this paper.

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

Reference 125

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source=pdf_text observed=2026-08-06T21:54:43.667134Z digest=sha256:d62785e47f9d5001f26b1a14ab84fc04ce66aaccf9f7868a3282384123487bec

Observation aec4d516-df5b-4086-bf9e-9c38fa5577e7 · inbound

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation cites this paper.

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

Reference 16

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Observation ff958b33-2718-4869-b29b-2bb4a1270f46 · inbound

M$^{2}$GRPO: Mamba-based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit cites this paper.

M$^{2}$GRPO: Mamba-based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation

Reference 24

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arxiv_id, observed 2026-05-11T13:06:04.885103Z

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