Paper Citation Record · LEDGER

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization

As of 16 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:1908.02170.

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

pith.paper-citation-record.v1
1908.02170 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:55:55.323380Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact3
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e359dcd7-34b6-46cc-9198-08c08415942a · outbound

This paper cites an unresolved cited work.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:55:55.813804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 74ce751f-1ac8-44cb-8f21-ad1929838cb7 · outbound

This paper cites an unresolved cited work.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:55:55.785950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 41a315c0-f4f7-4f4f-8486-dd7deea69e2b · outbound

This paper cites [online] Available at: https://hiskenya.org/ [Accessed 24 Jun.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization [online] Available at: https://hiskenya.org/ [Accessed 24 Jun

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:55:55.772148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 24b37f11-1962-45d1-8fcd-b8da14971afc · outbound

This paper cites [online] Ihris.or.ke.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization [online] Ihris.or.ke

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:55:55.758357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4e949c67-be13-4e66-ba82-45ca2d4b7b6c · outbound

This paper cites CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.279186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cb55fa-2adf-4142-9048-555a2a2d5dc0 · outbound

This paper cites RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:55:55.716214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e844fd3a-9d20-4c5c-ba58-dba5e5fc51a5 · outbound

This paper cites Dermatologist-level classification of skin cancer with deep neural networks.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Dermatologist-level classification of skin cancer with deep neural networks

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-14T14:55:55.694519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca24bfb5-8d4b-4f51-b167-30e8a322908f · outbound

This paper cites and Goubran, R.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization and Goubran, R

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-14T14:55:55.630503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cc527ec5-504e-427c-924b-81e531086ac9 · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.301784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 169e6d69-038d-48bc-b73b-930f128d334f · outbound

This paper cites Densely Connected Convolutional Networks.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Densely Connected Convolutional Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.306176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b733c42e-cea4-4f76-bf0c-937bfceed6ac · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.310556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f8694cf-980a-46a6-a04c-830f3d3f7980 · outbound

This paper cites Learning Transferable Architectures for Scalable Image Recognition.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Learning Transferable Architectures for Scalable Image Recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.314757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37fcf141-4044-4873-a88c-8724bc15bfa2 · outbound

This paper cites Xception: Deep Learning with Depthwise Separable Convolutions.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Xception: Deep Learning with Depthwise Separable Convolutions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.319212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26d6364b-3775-4027-9aba-4a9bad003dc3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Adam: A Method for Stochastic Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.323380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c83cc47-5234-43af-91af-92f035edc0c9 · outbound

This paper cites Going Deeper with Convolutions.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Going Deeper with Convolutions

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.297279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1285435-3593-48f9-8c56-ececf07988c1 · outbound

This paper cites an unresolved cited work.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:55:55.799939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acced368-e6a5-4637-9634-8f14f0096152 · outbound

This paper cites MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs.

Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-14T14:55:55.260585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.