Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:00:25.150960Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 4 inbound Pith citation observations for arXiv:2604.10696.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T16:00:25.150960Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T20:33:30.815266Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
97 of 97 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation e45decc5-0119-4e0e-93dc-473d691c2b20 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 06330b8f-d830-479f-b4b0-2f4752851aec · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 99d0c67c-677b-46e3-b5b0-c539cd27d150 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Agent laboratory: Using LLM agents as research assistants
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4447524-b7b1-4a35-88c5-4204c8450efb · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation DiNTS: Differentiable neural network topology search for 3D medical image segmentation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3cd7fc2f-a5e4-4d74-bc17-b8d16023c69a · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Roth, Yutong Bai, Yixiao Zhang, Alan L
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ca0b5f4-9b3b-4e14-8aaf-7e080780a3a3 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Auto-nnU-Net: Towards automated medical image segmentation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 86407e12-2a68-440d-a63f-9e361faba113 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Springer
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3720ed1a-5771-4850-8632-3d62d4da0b6a · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation autoresearch.https://github.com/karpathy/autoresearch
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a000fd97-844a-48ca-850f-3fff4d254c83 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Jaeger, Simon A
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a3fe4bd0-c5ae-46a1-9f33-cbffa4d8aaa5 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation V-Net: Fully convolutional neural networks for volumetric medical image segmentation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8b97c4e2-2aa7-4c1f-9bc8-4c5585cc97cf · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Metrics for evaluating 3D medical image segmentation: Analysis, selection, and tool
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b0e291c0-0dd6-49b1-bc14-269050ac6307 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 780584a0-849a-4a74-bbbd-59bc102e7d45 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A comprehensive dataset of germinoma on MRI/CT with clinical and radiomic data
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0a16c781-a964-4ac2-9287-c37399cf4b5e · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A comprehensive dataset of magnetic resonance enterography images with intestinal segment annotations
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a310e405-93e8-48d1-9d6a-993c70d6a57d · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6712edce-092f-4965-b551-d348639dc2e2 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A dataset of synthetic, maturation-informed magnetic resonance images of the human fetal brain
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 434ffab8-dacf-49ee-abcb-697e7856a9e4 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A longitudinal MRI dataset of brain metastases with tumor segmentations, clinical and radiomic data
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 32486c36-a0d4-4399-9691-f5f93a5e6a08 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Ribeiro et al
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7419eac8-134e-47b8-9ef8-e42ab8d7af03 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy (BONBID-HIE): I
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f0c962b3-e4c2-48ab-ac42-572932b9dfb2 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A radiograph dataset for the classification, localization, and segmentation of primary bone tumors
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10afc07d-079a-4935-b1bd-84ad17500d39 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation BUS-UCLM: Breast ultrasound lesion segmentation dataset
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e229965c-f302-4097-9c1b-bc18a8877fe1 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Large scale MRI collection and segmentation of cirrhotic liver
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 083d4bb7-5b14-4583-8d30-c0e217579d94 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Umerenkov et al
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6b543fce-9513-459a-b046-e820153e66f3 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation DenPAR: Annotated intra-oral periapical radiographs dataset for machine learning
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 67e249b4-54ee-40b3-b471-ee71a6608e09 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation DERMA-OCTA: A comprehensive dataset and preprocessing pipeline for dermatological OCTA vessel segmentation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1c08d318-d95e-452e-996b-7a3e63bbfb84 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Endoscapes, a critical view of safety and surgical scene segmentation dataset for laparoscopic cholecystectomy
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 25e71b45-0c9f-4937-8db9-a9f0f9f63b6b · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Ravasio et al
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bbb06200-aeb9-47f4-8ac8-06a554843a77 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A fundus image dataset for AI-based artery-vein vessel segmentation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d621a6b8-ff3e-4824-bb66-1b8b8b2729fa · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Dorosti et al
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 59c0ed4d-e9ef-49f6-8c78-7db877283eab · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 87617e71-4b2d-444c-aace-0a507d7bc8a5 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Gou et al
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a98a71a6-c448-4362-b209-0fb01752688e · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 84bf1db1-cec5-4a50-8614-caa0b1e7b3c2 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation MSLesSeg: baseline and benchmarking of a new Multiple Sclerosis Lesion Segmentation dataset.Scientific Data, 12(1):920, May 2025
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation db54f270-0794-4701-8a7d-6c9cca5a677f · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Mahmoud et al
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d6f64e8-db6d-4295-aecf-5dea2a11ac3d · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Chen et al
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b5e81137-9134-45b0-bd5e-5b2318eebfc5 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Arikan et al
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e76fd6a9-f1ba-4cbe-a686-f28c14f23ddb · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05d3f792-ae2f-4b6c-a5a1-8a98b92dd2b7 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Popa et al
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b0b367fa-e63e-4f63-9b6e-1a9a5339f242 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Comprehensive multi-phase 3D contrast-enhanced CT imaging for primary liver cancer
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a625ce93-367b-42b9-b80f-fa93fc640b30 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation PW-BALFC, a clinical dataset for detection and instance segmentation of bronchoalveolar lavage fluid cell
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a9abb6d-cfd8-4649-8e2e-d1bfed84e17e · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Spine endoscopic atlas: an open-source dataset for surgical instrument segmentation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cce5cd83-23f6-4df1-bd78-1420ca597cee · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A multi-modal dental dataset for semi-supervised deep learning image segmentation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2b8531c7-41fd-4a7b-b57e-ba27a4a99907 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A multi - modal dental dataset for semi -supervised deep learning image segmentation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a21d78f9-f1dc-4936-a262-a15c14eadac1 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation TOM500: A multi-organ annotated orbital MRI dataset for thyroid eye disease
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ba20a0b8-4c8f-4661-a454-a81d30de6fcb · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d590a1b3-bd5e-4563-8ddf-dd926de27d87 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation TRUSTED: The paired 3D transabdominal ultrasound and CT human data for kidney segmentation and registration research
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation be125e7c-28ea-4db2-9fcf-bc12ea6bfb70 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation A multi-modal pelvic MRI dataset for deep learning-based pelvic organ segmentation in endometriosis
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93943a18-0fa3-424f-886e-fc90b5c6deb1 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c27ca3a-b1c3-4c48-a100-4619290fc851 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 175205ee-5a07-4689-907d-9d8da2aad338 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Finite-time analysis of the multiarmed bandit problem
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e7803ea-719c-49d4-a503-573b2793927b · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b8e29f00-906e-4733-acac-336407cd0ff9 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Mastering the game of Go without human knowledge
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2172693f-095e-4a5c-b07a-9df58e8acb11 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Reflexion: Language agents with verbal reinforcement learning
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc1b7e81-6e5d-44a7-b3f5-2278d8a01d3c · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation DeepSeek-V3 Technical Report
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9108ade3-dec5-495d-9117-9e01cbaf5c9a · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Automated 3D segmentation of kidneys and tumors in MICCAI KiTS 2023 challenge
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 995e2ae3-f86a-456e-96be-fe8c671616b0 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 103ab734-c873-454c-acfa-289b6478703b · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Evaluating Large Language Models Trained on Code
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a16259fe-fc3b-4f5c-b485-ad1619b4ccdd · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 95f85dbe-c4b0-4991-9897-c81feb40c165 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8beb43bf-f0fb-4908-ae5b-c05aed7135a9 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, et al
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3ff570ba-b3cb-4d43-a0c7-5c240269f561 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Mlr-copilot: Autonomous machine learning research based on large language models agents
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 44336f17-338f-4505-bff7-cb7fa7cf93c3 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Weld, and Peter Clark
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4870f3ac-1d50-4457-8c39-20e4d93b3c95 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation DeepScientist: Advancing frontier- pushing scientific findings progressively
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1d474eb2-f3a0-494d-b1f4-bb67ad0ee6b1 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation ResearchAgent: Iterative research idea generation over scientific literature with large language models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b191cfd7-cc27-4a45-b861-ae7ac4893d6e · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Many heads are better than one: Improved scientific idea generation by a LLM-based multi-agent system
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fecc03b0-cce5-4830-8db9-b1fc2b6ff7ea · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation EvoScientist: Towards multi-agent evolving AI scientists for end-to-end scientific discovery
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05ed8efe-d370-47e8-b4bd-abbab3c88fc8 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation IdeaBench: Benchmarking large language models for research idea generation
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 60f1504e-e444-44cb-b037-6524ad996a4e · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Pawan Kumar, Emilien Dupont, Francisco J
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4f1b79ef-fe12-4798-a07b-ded804dea253 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation arXiv preprint arXiv:2505.13259 , year =
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da0a21d4-dc19-4213-87a1-21b3482c2537 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Towards a medical AI scientist
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a6f2cfa1-6454-459f-ba6e-9c522ab93451 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation OpenLens AI: Fully autonomous research agent for health informatics
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c42147ee-a3ef-4b1b-a854-5dca4c4aeb09 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Alawi, Mike Durymanov, Filip Galkin, et al
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b6c7e1ad-2884-430b-ad34-4e4feefc1b7a · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation SpatialAgent: An autonomous AI agent for spatial biology
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d48e0bf3-72d1-456e-bebb-555e9cd06298 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation PharmAgents: Building a Virtual Pharma with Large Language Model Agents
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14f0e382-12f2-42e1-97a5-b1004c746578 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Claudini: Autoresearch discovers state-of-the-art adversarial attack algorithms for LLMs
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 61d99f64-e73d-4d21-9fd8-1890d2b78359 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Omni-simplemem: Autoresearch-guided discovery of lifelong multimodal agent memory
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 56b74def-8635-426e-90da-ea15229610cc · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Bilevel autoresearch: Meta-autoresearching itself
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 37f68161-7048-421b-a83d-99ed8e82f2ea · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Maier-Hein, and Paul F
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6556f42e-a453-4c50-a2de-ebd2c55f6559 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation NAS-Unet: Neural architecture search for medical image segmentation
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2351ca3f-857e-46d2-9a76-1c270e36e7d5 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation V-NAS: Neural architecture search for volumetric medical image segmentation
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2c6abf26-311e-4b19-9a84-d059d1120c08 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Maier-Hein, Xiaoshuai Hou, Chunmei Xie, Fengyi Li, Yang Nan, Guangrui Mu, Zhiyong Lin, Miofei Han, et al
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 98caa538-348b-4a3a-8d94-4ceee3eca3a9 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation AutoML: A survey of the state-of-the-art
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d9f0490a-4cc0-4662-bbc2-2c0133e98d41 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation 3D MRI brain tumor segmentation using autoencoder regularization
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6e2369be-61b6-42a4-aa44-7f1c53dcc7e0 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation UNet++: A nested U-Net architecture for medical image segmentation
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0c63def2-733d-429c-b343-8ad3f7a0ad19 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Jaeger, and Klaus H
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 09abd286-c35b-427e-a367-281c42c7f1d4 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a347cf2d-6ff0-4769-8322-3341f1aef65c · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b80f81d7-c3f1-44c8-b0b5-037c2bb2fd8b · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Roth, and Daguang Xu
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0543e9ca-e349-4eb9-93d9-d29badb60092 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Roth, and Daguang Xu
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ae11594a-7e4e-447b-9b53-f3947431b496 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation nnFormer: Volumetric medical image segmentation via a 3D transformer
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0f36eb06-2e3c-4c35-8225-7c0afa766928 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3ac7ebc3-c7d3-4b27-9e9d-b4408a7fbf12 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1bc898b9-36e1-415a-8e2d-4fa3010d7715 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4848e39c-f6c3-4c5e-8eba-f4b9d7ff4b6a · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation flow field + diffusion
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 64998c42-834f-4be9-b7b5-9f8f1f4395c1 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation The 2,865 coding sessions span 40 successful and 22 unsuccessful experiments across 31 diverse tasks
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 538e3447-9835-42f1-bcb8-f56897f93f92 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation Unresolved cited work
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fdb65174-9d1d-4242-96ac-5c635c6c8281 · outbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation HTD with query-bias works; boundary modules hurt Dice
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 14d13a2c-375e-404e-a19f-0c3ccd88cd3e · inbound
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models Camyla: Scaling Autonomous Research in Medical Image Segmentation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2d52e504-f278-4174-b9b2-0729b5a95333 · inbound
HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents Camyla: Scaling Autonomous Research in Medical Image Segmentation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 13bc2b1a-1394-4418-8f53-40498ca6369f · inbound
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution Camyla: Scaling Autonomous Research in Medical Image Segmentation
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 23e9e90d-60ad-4989-81c1-f00059a9d23f · inbound
Auto-FL-Research: Agentic Search for Federated Learning Algorithms Camyla: Scaling Autonomous Research in Medical Image Segmentation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.