Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T16:59:26.051616Z
Paper Citation Record · LEDGER
Automating Sonologists USG Commands with AI and Voice Interface
As of 16 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2411.13006.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
Reference resolution
33 of 33 outbound references displayed
- verified exact0
- verified fuzzy24
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9537925b-a28c-4594-a70f-b1ec30d02c97 · outbound
This paper cites Ultrasound imaging is one of the most common diagnostic methods used across nearly every medical department today.
Automating Sonologists USG Commands with AI and Voice Interface Ultrasound imaging is one of the most common diagnostic methods used across nearly every medical department today
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.623726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d1bf117c-75cd-4b8f-b73b-a838498d7ff5 · outbound
This paper cites The authors used ResNet and DenseNet along with KNN.
Automating Sonologists USG Commands with AI and Voice Interface The authors used ResNet and DenseNet along with KNN
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.595692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c2d965d-8ac7-4e94-8490-6a8e9ec193e9 · outbound
This paper cites The authors underline the potential of AI to increase the accuracy and speed of diagnostic processes.
Automating Sonologists USG Commands with AI and Voice Interface The authors underline the potential of AI to increase the accuracy and speed of diagnostic processes
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.535708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f748dc24-93e3-4246-9985-825dfdb8028d · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.521674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e8c33528-c74d-4407-8653-e92919e39b4b · outbound
This paper cites This system improves the diagnostic care of vascular calcifications, prompting a significant emphasis on their inclusion, which are important cardiovascular risk factors.
Automating Sonologists USG Commands with AI and Voice Interface This system improves the diagnostic care of vascular calcifications, prompting a significant emphasis on their inclusion, which are important cardiovascular risk factors
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.507998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 66470c08-8e5b-4748-b93a-665b5f063e57 · outbound
This paper cites finds application of advanced computing techniques such as deep convolution neural networks in real -time detection of tumours in breast ultrasounds.
Automating Sonologists USG Commands with AI and Voice Interface finds application of advanced computing techniques such as deep convolution neural networks in real -time detection of tumours in breast ultrasounds
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.493949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f1955c75-5900-4766-9f14-73efc4b703a5 · outbound
This paper cites The authors state that the method supported with AI reduces the need for human operations which enhances the efficiency and evenness of clinical processes within the laboratories.
Automating Sonologists USG Commands with AI and Voice Interface The authors state that the method supported with AI reduces the need for human operations which enhances the efficiency and evenness of clinical processes within the laboratories
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.479339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d046a33a-6081-492d-a7e2-8f989b35dfaa · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.464760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5d68d46a-617e-4bc4-a407-8f18a513bd63 · outbound
This paper cites freeze”, “deep freeze.
Automating Sonologists USG Commands with AI and Voice Interface freeze”, “deep freeze
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.449705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 971a46ca-7631-4831-9549-a11e492bbe9b · outbound
This paper cites FREEZE,".
Automating Sonologists USG Commands with AI and Voice Interface FREEZE,"
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.428983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f006a6a2-f614-49d9-9f60-c8e6d2380dd9 · outbound
This paper cites The system operated with very low latency, thus ensuring a near real -time interaction and workflow.
Automating Sonologists USG Commands with AI and Voice Interface The system operated with very low latency, thus ensuring a near real -time interaction and workflow
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.415560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b901a6a1-1255-4bb5-bce5-da88cdc42755 · outbound
This paper cites The voice interface was effective, where more than 90% command recognit ion accuracy was achieved with little or no delay.
Automating Sonologists USG Commands with AI and Voice Interface The voice interface was effective, where more than 90% command recognit ion accuracy was achieved with little or no delay
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.393807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 220dc4ce-a211-4939-99c5-1205d9928efe · outbound
This paper cites It is observed that in cases of poor quality or high levels of noise images, segmentation accuracy and confidence scores may fall significantly.
Automating Sonologists USG Commands with AI and Voice Interface It is observed that in cases of poor quality or high levels of noise images, segmentation accuracy and confidence scores may fall significantly
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.380066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 881e2a4d-d8da-4d04-b4f6-6e8376492a6c · outbound
This paper cites This impacts how well this system might perform in new clinical situations not encountered during training.
Automating Sonologists USG Commands with AI and Voice Interface This impacts how well this system might perform in new clinical situations not encountered during training
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.366881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b285181b-2c30-4b5c-bf5e-545665a8af49 · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.352792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ed0fd4f-585b-4575-bf46-abe8bcb84761 · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.338573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6b22b84e-6276-4ed5-9660-49dac0845762 · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.324831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2e041b28-2db9-4f79-bb1b-d4e865ed2884 · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.310676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b57df367-1e1b-403b-929e-8338f7577b03 · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.295496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 48595866-d277-41eb-a9f5-b9ce22c6500c · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.281274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f992356d-5881-4dd5-94e9-28223c70d3f0 · outbound
This paper cites The organ detection model built in the Detectron2 framework produced results that have some signs of segmentation of the liver with confidence levels of between 40% and 95%.
Automating Sonologists USG Commands with AI and Voice Interface The organ detection model built in the Detectron2 framework produced results that have some signs of segmentation of the liver with confidence levels of between 40% and 95%
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.267426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89ca9ae6-2fe9-4c35-8ee5-10af98979b2f · outbound
This paper cites Automatic Recognition of Abdominal Organs in Ultrasound Images.
Automating Sonologists USG Commands with AI and Voice Interface Automatic Recognition of Abdominal Organs in Ultrasound Images
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.254155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9adbaacc-d38b-4e4c-8076-08a04af51668 · outbound
This paper cites Towards Clinical Application of AI in Ultrasound Imaging.
Automating Sonologists USG Commands with AI and Voice Interface Towards Clinical Application of AI in Ultrasound Imaging
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.240717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 97520bf9-e007-47a5-bebd-794b2ed41076 · outbound
This paper cites Voice -Controlled Medical Ultrasound Systems.
Automating Sonologists USG Commands with AI and Voice Interface Voice -Controlled Medical Ultrasound Systems
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.225819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 51e52fde-306b-4363-8c2b-4e5cc0e1b193 · outbound
This paper cites Automated Measurement and Calcification Detection in Carotid Ultrasound.
Automating Sonologists USG Commands with AI and Voice Interface Automated Measurement and Calcification Detection in Carotid Ultrasound
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.211879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4ac43a77-a8fa-4ab1-89a5-d42e572e361e · outbound
This paper cites Deep Learning -Based Tumor Detection in Breast Ultrasound Imaging.
Automating Sonologists USG Commands with AI and Voice Interface Deep Learning -Based Tumor Detection in Breast Ultrasound Imaging
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.196006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation be09fbbc-6922-46e7-b3a0-ecfd2b2d640c · outbound
This paper cites AI -Based Liver Segmentation in Ultrasound Imaging.
Automating Sonologists USG Commands with AI and Voice Interface AI -Based Liver Segmentation in Ultrasound Imaging
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.179931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c558a942-9456-4520-863b-212fcb51e6f8 · outbound
This paper cites Integrated Voice and Image Processing in Ultraso und Diagnostics.
Automating Sonologists USG Commands with AI and Voice Interface Integrated Voice and Image Processing in Ultraso und Diagnostics
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.165245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 66be84a9-f94b-4777-8656-d1e256c40322 · outbound
This paper cites Detectron 2: A PyTorch-based modular object detection library.
Automating Sonologists USG Commands with AI and Voice Interface Detectron 2: A PyTorch-based modular object detection library
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.150555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8fc18e98-5086-4a3f-9414-abf13f92bac5 · outbound
This paper cites G., Zhu, M., Chen, B., Kalenichenko, D., Wang, W., Weyand, T., Andreetto, M., and Adam, H.
Automating Sonologists USG Commands with AI and Voice Interface G., Zhu, M., Chen, B., Kalenichenko, D., Wang, W., Weyand, T., Andreetto, M., and Adam, H
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.135205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 720851a8-c0fe-487f-bed7-94ebdb309f0a · outbound
This paper cites an unresolved cited work.
Automating Sonologists USG Commands with AI and Voice Interface Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:59:26.119894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ada515ce-ca3c-4dd5-a52a-d6d695319507 · outbound
This paper cites Liver Histopathology Fibrosis Ultrasound Images.
Automating Sonologists USG Commands with AI and Voice Interface Liver Histopathology Fibrosis Ultrasound Images
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.105300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8b51b015-f46a-4dba-a86d-fcb3cb38dfe1 · outbound
This paper cites Learned Annotation for Medical Datasets: A Comprehensive Guide.
Automating Sonologists USG Commands with AI and Voice Interface Learned Annotation for Medical Datasets: A Comprehensive Guide
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:59:26.089579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
No inbound Pith citation observations are available.