Pith. sign in

Paper Citation Record · LEDGER

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy

As of 23 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2601.04821.

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

pith.paper-citation-record.v1
2601.04821 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:59:12.777237Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c29f79a9-0071-4058-9571-8bff9d9ba951 · outbound

This paper cites biologically informed plannin.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy biologically informed plannin

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T11:59:12.106024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.106024Z digest=sha256:e895e38dd3883446d1d65270edcaed4f6121d992af5615d2c60e03eb2ccd4be0

Observation 0a999ad2-f507-408e-a768-5bedad7215e6 · outbound

This paper cites The risk-agnostic model As a baseline for the assessment of risk-optimized plans, we calculate plans optimized solely for dose objectives.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy The risk-agnostic model As a baseline for the assessment of risk-optimized plans, we calculate plans optimized solely for dose objectives

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-03T11:59:12.217468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.217468Z digest=sha256:d77e625b0f2a19871284013622dc7fb5e87b2eef6b5469d543572a5b7f5ca023

Observation 24fefa75-08e0-45f9-98d7-5f0f11aeac34 · outbound

This paper cites For our cohort-wide analysis, we examined 19 patients from the NSCLC data set described in Section 3.1.1.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy For our cohort-wide analysis, we examined 19 patients from the NSCLC data set described in Section 3.1.1

Reference 3

Resolution
malformed identifier
no resolver link, observed 2026-08-03T11:59:12.317337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.317337Z digest=sha256:1b6fcd51b00ccb3475f9d7bdf9e1f156a5eb3d2f6aa23df20e4b07dc3c123e20

Observation 90620d8a-7151-4992-b8b6-e499f0c46f41 · outbound

This paper cites A crucial step in this direction is moving beyond one-size-fits-all dose prescriptions which have shaped the design of RT treatment plans for decades.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy A crucial step in this direction is moving beyond one-size-fits-all dose prescriptions which have shaped the design of RT treatment plans for decades

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T11:59:12.510261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.510261Z digest=sha256:a110c09ebaffdfe9b1656cc5d0735df63e456edd08f950a158cd69ccda5e45b0

Observation e55eb818-856e-4239-8db9-4893e402580f · outbound

This paper cites Incorporating these risks into treatment planning offers the potential to design plans that are better tailored to a patient’s unique needs.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy Incorporating these risks into treatment planning offers the potential to design plans that are better tailored to a patient’s unique needs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T11:59:12.609419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.609419Z digest=sha256:437ffd382eadc844630730eb95abc71d307ccce56837a88de95288d44290366b

Observation 2e3b4f74-0167-4878-bbad-7ddf01bd6426 · outbound

This paper cites radio-oncomics.

Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy radio-oncomics

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T11:59:12.777237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:59:12.777237Z digest=sha256:453b7186cfab11256672d6abfe9477cf8bd06519e8b0a14519f728846abd342b

Pith citing papers

No inbound Pith citation observations are available.