Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:01:58.830579Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2505.16596.
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 2026-08-07T15:01:58.830579Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f73bafbd-a4e8-496c-9466-869944f9d35e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Surgical robot transformer (srt): Imitation learning for surgical tasks,
Reference 1
Source-reported events for the cited work
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Observation c226100e-30ce-40fa-87d6-30eb107f93d0 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Orbit- surgical: An open-simulation framework for learning surgical augmented dexterity,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d283b108-9f31-49bd-93d4-7aa426af3c15 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Surgicai: A hierarchical platform for fine-grained surgical policy learning and benchmarking,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1a0b0a4f-e991-48fa-801b-ba30ba2ab123 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robot- assisted minimally invasive surgery—surgical robotics in the data age,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ad04a8d6-0fcf-4c19-a484-695a0c04d866 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Nationwide introduction of minimally invasive robotic surgery for early-stage endometrial cancer and its association with severe complications,
Reference 5
Source-reported events for the cited work
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Observation 63a1b7e6-9bd0-4ab9-bd17-32b24fe31821 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Autonomy in surgical robotics,
Reference 6
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Observation a3404308-f797-4b7a-8d20-6e128aff14ea · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Optimal needle grasp selection for automatic execution of suturing tasks in robotic minimally invasive surgery,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d27fad82-7fe0-47a2-b42c-ed69c4401459 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Optimizing robot-assisted surgery suture plans to avoid joint limits and singularities,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f9e3b84-7e62-4cb4-ab08-15c3517974cc · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing A single arm, single camera system for automated suturing,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 01b26b18-e283-42b3-9da4-d8b9117ac2f8 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Automating multi-throw multilateral surgical suturing with a mechanical needle guide and sequential convex optimization,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c46c150b-9ea6-4182-870f-30529d3d321e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Dual-arm robotic needle insertion with active tissue deformation for autonomous suturing,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2875f7ef-d290-4f77-95ce-521ebd2273a6 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Autonomous suturing framework and quantification using a cable-driven surgical robot,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6a1dd381-25f6-435a-9f77-1d75310299fa · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5d5a0dd4-8c41-469c-b271-3f8f26a210f7 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Needle path planning for autonomous robotic surgical suturing,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 50d760be-c343-4676-ae95-6d93bd83c703 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Diffusion policy: Visuomotor policy learning via action diffusion,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 141a7a7e-0d78-49ff-b5b9-d5d081fd4543 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing A review of uncer- tainty quantification in medical image analysis: Probabilistic and non- probabilistic methods,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c4768016-304f-474c-b7c4-0eda91701e44 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing From aleatoric to epistemic: Exploring uncertainty quantification techniques in artificial intelligence,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d8336d8c-18ac-4c58-acb5-438d5febfa9f · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Revolutionizing healthcare: the role of artificial intelligence in clinical practice,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 56df93b6-8f2d-4d10-9ebd-c6fcf9ba2d4e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing A systematic review on artificial intelligence in robot-assisted surgery,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d8d48e9e-041c-4ece-b992-4a7fe294a6d5 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Smart tissue anastomosis robot (star): A vision-guided robotics system for laparoscopic suturing,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b1701576-2dba-4818-8688-12fa10b2fd7d · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Autonomous laparoscopic robotic suturing with a novel actuated suturing tool and 3d endoscope,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fb713436-63c2-4327-b1e0-e69dd5c20be3 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Smart tissue anastomosis robot (STAR): A vision-guided robotics system for laparoscopic suturing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bfd54506-7b77-416e-b2fc-f0c1ae8b3675 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Autonomous laparoscopic robotic suturing with a novel actuated suturing tool and 3D endoscope,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 771680c6-5a02-4765-a88b-a08daf5d3ce4 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Compass: a formal framework and aggregate dataset for generalized surgical procedure modeling,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c6e8464c-82df-4091-a502-6c42a7d97c3a · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Learning by observation for surgical subtasks: Multilateral cutting of 3d viscoelastic and 2d orthotropic tissue phantoms,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 703cd00f-b4c9-4aa1-9eb4-23dee9efaaf4 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Autonomous bi-manual surgical suturing based on skills learned from demonstration,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a6962408-70bf-42d7-8390-f10539befcb3 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Toward teaching by demonstration for robot-assisted minimally invasive surgery,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 51ff23c4-c80e-4c07-b2ef-ea24d7d7a92b · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Superhuman performance of surgical tasks by robots using iterative learning from human-guided demonstrations,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 89711867-117e-4d46-8ac4-48a780e84a31 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Selective automa- tion and skill transfer in medical robotics: A demonstrationon surgical knot-tying,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 64e637cf-23a1-42d0-b55d-710dd97d321e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Human-machine collaborative surgery using learned models,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d53ba111-4229-4bc8-beb7-a2a6fd1f9db4 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Hubot: A three state human-robot collaborative framework for bimanual surgical tasks based on learned models,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d0751060-cee2-4403-8663-f10e9a685544 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Implicit behavioral cloning,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc634ed5-506c-4656-9f2c-2fef40af4994 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Denoising diffusion probabilistic models,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f00066dd-997a-434f-a39f-214f81904ed7 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Introduction and exemplars of uncertainty decomposition,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 008c702b-c8d0-4f34-aa70-13cbd3010c76 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Uncertainty quantification and estimation in medical image classification,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ae0fa96-fe4f-4d2c-a85c-87c8b1ddd877 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Uncertainty quan- tification using bayesian neural networks in classification: Application to biomedical image segmentation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 09947478-d893-4f0d-b170-e038e48fecdb · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e6230a1d-0607-4174-a2d1-ce157ea801b4 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Towards uncertainty unification: A case study for preference learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9397fc8d-940c-4a53-849a-d722f8b82c43 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Online scalable gaussian processes with conformal prediction for guaranteed coverage,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation db928421-ee30-4405-80f1-704067d04fc3 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Dropout as a bayesian approximation: Representing model uncertainty in deep learning,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5c79c97f-cd57-4b7c-8170-3eb13ab288d5 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Early failure detection in autonomous surgical soft-tissue manipulation via uncertainty quantification,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9b839b71-770f-457d-b5da-fed4a1997eb1 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Weighted ensembles for adaptive active learning,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a3ed79ff-83a0-4a31-9661-566281b0f569 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Can you trust your model’s uncer- tainty? evaluating predictive uncertainty under dataset shift,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c05a7f4e-c494-4de2-b6f8-8d5043d4c2ca · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Control barrier functions: Theory and applications,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ad2d0b-ece3-49cb-a92e-9c6aad45a0d7 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Control barrier function based quadratic programs for safety critical systems,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3821321d-fd13-4d5f-99ce-49f7c4d73be3 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Towards robotic labo- ratory automation plug play: The “lapp
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5aafac11-59f3-44cd-bfb1-bc37fb04bdf7 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Barrier functions enable safety-conscious force-feedback control
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e8e8aab6-224b-493d-ab7e-c4491643dc41 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robust safety-critical control for input-delayed system with delay estimation,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b6002943-0832-4541-bcb9-65ec06af073a · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robust adaptive safe robotic grasping with tactile sensing,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b3a4becf-ae11-464a-bffa-4d582e50a2ca · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Safe contact-based robot active search using bayesian optimization and con- trol barrier functions,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ca6cd223-81bd-4f8c-ae5c-98e472213824 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Safety-ensured control framework for robotic endoscopic task automation,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 205aaa45-e460-48b2-8afe-3db1b367e840 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robust control barrier functions for constrained stabiliza- tion of nonlinear systems,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d525601f-683c-4f76-b5bf-687682c68d31 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Adaptive safety with control barrier functions,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 241a3ac6-8a72-40f0-b5c1-a5d4384ebf2e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robust adaptive control barrier functions: An adaptive and data-driven approach to safety,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8286db9-e234-4340-9e7a-6c8cdbc3ff7d · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Gaussian process-based min-norm stabilizing controller for control- affine systems with uncertain input effects and dynamics,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f2b61b3-f340-4bc9-b6c3-6dacb0e2722b · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Safe robust adaptive control under both parametric and nonparametric uncertainty,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3c9d0903-d65e-41b8-a1e4-0bd666f3fec7 · outbound
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Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f7aa56c-f085-4023-8703-a7b89a3bfff8 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Robust safe control synthesis with dis- turbance observer-based control barrier functions,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1d05f53f-7315-48bf-9a2c-3cc2587db203 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Distur- bance observers for robust safety-critical control with control barrier functions,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 350704f9-eedc-4498-b066-cd4f9caac198 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Model free barrier functions via implicit evading maneuvers,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b45fda88-0626-428e-95d3-72eba3a3e6b5 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Safety-critical kinematic control of robotic systems,
Reference 61
Source-reported events for the cited work
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Observation 66c7844c-6cb6-40ac-9993-538771afd9e1 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Model-free safety-critical control for robotic systems,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5073d28-5dc8-4895-af56-d32166b7954e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Unresolved cited work
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caca231a-8ccf-4aa5-bf9e-4b356085665d · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Input to state stability: Basic concepts and results,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 70dd2cb1-5ed9-47bd-901d-8ba89faffae2 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Input-to-state safety with control barrier functions,
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc6628d3-4095-40a5-a549-a76cb2013b69 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Open simulation environment for learning and practice of robot-assisted surgical suturing,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d9cb9f10-0c40-448c-9dbd-05ce66f4b7e9 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Critical view of safety in laparoscopic cholecystectomy: a systematic review of current evidence and future perspectives,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8c3fbd1b-dbc3-418a-a24e-ea3e2ebf9288 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e94539ce-a6ab-4fc0-9229-fd35113c5e88 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing Risk versus uncertainty in deep learning: Bayes, bootstrap and the dangers of dropout,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c283baed-f9b1-4436-9ec5-9ee73c2ceaf4 · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing An Effectiveness Study Across Baseline and Learning-based Force Estimation Methods on the da Vinci Research Kit Si System
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 32b22d22-9ba9-4216-9bc6-b8e787d7191a · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing End-to-end safe reinforcement learning through barrier functions for safety-critical con- tinuous control tasks,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 634a0cf7-a7a0-4f7c-b4db-d5ea4009310e · outbound
Safe Uncertainty-Aware Learning of Robotic Suturing A survey on active learning and human-in-the-loop deep learning for medical image analysis,
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.