Paper Citation Record · LEDGER

ARMR: Adaptively Responsive Network for Medication Recommendation

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.04428.

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

pith.paper-citation-record.v1
2507.04428 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:41.377114Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy21
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 95500368-2f73-46e1-8bc7-841a98d3c6e2 · outbound

This paper cites Deep Learn- ing for Medication Recommendation: A Systematic Sur- vey.

ARMR: Adaptively Responsive Network for Medication Recommendation Deep Learn- ing for Medication Recommendation: A Systematic Sur- vey

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:45.974507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78aa0421-ae24-4a5e-9ba8-cc7cc3f74fad · outbound

This paper cites A physician advi- sory system for chronic heart failure management based on knowledge patterns.

ARMR: Adaptively Responsive Network for Medication Recommendation A physician advi- sory system for chronic heart failure management based on knowledge patterns

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:44.987602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 099def7b-272a-4b14-b613-85c29b688d38 · outbound

This paper cites Context-aware safe medication recom- mendations with molecular graph and ddi graph embed- ding.

ARMR: Adaptively Responsive Network for Medication Recommendation Context-aware safe medication recom- mendations with molecular graph and ddi graph embed- ding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:44.715123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5306895-0696-48c3-862c-50abc6a86152 · outbound

This paper cites You only train once: Loss-conditional training of deep networks.

ARMR: Adaptively Responsive Network for Medication Recommendation You only train once: Loss-conditional training of deep networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:44.547169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 660df5e1-53a4-40d5-8b8e-57fd2c4e3ea4 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

ARMR: Adaptively Responsive Network for Medication Recommendation Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:40.295119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d319234f-1289-42f0-bec5-8befe019cfd6 · outbound

This paper cites Attention and memory-augmented net- works for dual-view sequential learning.

ARMR: Adaptively Responsive Network for Medication Recommendation Attention and memory-augmented net- works for dual-view sequential learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:44.134430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 096c090c-ae81-4900-b7c2-0247ec718fdd · outbound

This paper cites The mimic code repos- itory: enabling reproducibility in critical care research.

ARMR: Adaptively Responsive Network for Medication Recommendation The mimic code repos- itory: enabling reproducibility in critical care research

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:43.465779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 18e4d47f-9113-4477-8f56-c48c940fb186 · outbound

This paper cites Large Language Model Distilling Medication Recommendation Model.

ARMR: Adaptively Responsive Network for Medication Recommendation Large Language Model Distilling Medication Recommendation Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:40.747628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10df0eda-cb8f-4fc3-8666-bc28047c8f31 · outbound

This paper cites Yet an- other rule-based approach for extracting medication infor- mation from discharge summaries.

ARMR: Adaptively Responsive Network for Medication Recommendation Yet an- other rule-based approach for extracting medication infor- mation from discharge summaries

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:42.660500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed28e03d-fb03-4300-bf90-71c90c411abc · outbound

This paper cites Conditional generation net for medication recommendation.

ARMR: Adaptively Responsive Network for Medication Recommendation Conditional generation net for medication recommendation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:42.248706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34fa8c1e-7444-42fc-8fa9-a8c4228ecd1e · outbound

This paper cites Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review.

ARMR: Adaptively Responsive Network for Medication Recommendation Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:42.088601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 31cf9505-4ab2-4334-a951-74225134d2c9 · outbound

This paper cites Molerec: Combinatorial drug recom- mendation with substructure-aware molecular representa- tion learning.

ARMR: Adaptively Responsive Network for Medication Recommendation Molerec: Combinatorial drug recom- mendation with substructure-aware molecular representa- tion learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:41.928435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3839ef04-dfed-4caa-99b0-61eb8a941f1e · outbound

This paper cites Leap: learning to pre- scribe effective and safe treatment combinations for multi- morbidity.

ARMR: Adaptively Responsive Network for Medication Recommendation Leap: learning to pre- scribe effective and safe treatment combinations for multi- morbidity

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:41.760765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0fb7dcf7-48ec-447e-83b5-88b57c0c2955 · outbound

This paper cites Knowledge- enhanced attributed multi-task learning for medicine rec- ommendation.

ARMR: Adaptively Responsive Network for Medication Recommendation Knowledge- enhanced attributed multi-task learning for medicine rec- ommendation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:41.599409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0de5907-2ebd-44cb-9394-3221753f4694 · outbound

This paper cites 4sdrug: Symptom-based set-to- set small and safe drug recommendation.

ARMR: Adaptively Responsive Network for Medication Recommendation 4sdrug: Symptom-based set-to- set small and safe drug recommendation

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:42.434321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39bac6c9-b699-4265-96ec-dbb4b028abdf · outbound

This paper cites Layer Normalization.

ARMR: Adaptively Responsive Network for Medication Recommendation Layer Normalization

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:39.731350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c08767-2131-4e78-b985-36c665661bc4 · outbound

This paper cites Predicting medications from diagnostic codes with recurrent neural networks.

ARMR: Adaptively Responsive Network for Medication Recommendation Predicting medications from diagnostic codes with recurrent neural networks

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:45.630829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fae16466-a578-4630-90eb-156a95705344 · outbound

This paper cites Dual memory neural computer for asyn- chronous two-view sequential learning.

ARMR: Adaptively Responsive Network for Medication Recommendation Dual memory neural computer for asyn- chronous two-view sequential learning

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:42.893758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00bfb696-876d-401e-b678-cb504a87fe1f · outbound

This paper cites Learning cost-effective and interpretable treatment regimes.

ARMR: Adaptively Responsive Network for Medication Recommendation Learning cost-effective and interpretable treatment regimes

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:43.149638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57667fa6-513a-4768-a199-c1c2e1417b9c · outbound

This paper cites Smr: medical knowledge graph embedding for safe medicine recommendation.

ARMR: Adaptively Responsive Network for Medication Recommendation Smr: medical knowledge graph embedding for safe medicine recommendation

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:44.382764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de7754b6-9c22-42e2-93c5-fadb6e2543fb · outbound

This paper cites Mimic-iii, a freely ac- cessible critical care database.

ARMR: Adaptively Responsive Network for Medication Recommendation Mimic-iii, a freely ac- cessible critical care database

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:43.812994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14e35c49-43ba-4570-b23a-096ff0e3fc8b · outbound

This paper cites Refine: A fine-grained medication recommendation system using deep learning and person- alized drug interaction modeling.

ARMR: Adaptively Responsive Network for Medication Recommendation Refine: A fine-grained medication recommendation system using deep learning and person- alized drug interaction modeling

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:45.201998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06f05470-c5fe-42b3-a54e-239a05c55f68 · outbound

This paper cites Person- alizing medication recommendation with a graph-based approach.

ARMR: Adaptively Responsive Network for Medication Recommendation Person- alizing medication recommendation with a graph-based approach

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:45.377052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03e1d45f-50e4-46ac-adbb-efd8a3f6bd97 · outbound

This paper cites Designing a pilot sequential multiple assign- ment randomized trial for developing an adaptive treat- ment strategy.

ARMR: Adaptively Responsive Network for Medication Recommendation Designing a pilot sequential multiple assign- ment randomized trial for developing an adaptive treat- ment strategy

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:45.792392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.