MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation | Paper Citation Record

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This paper cites Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.558330Z

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Observation 72efff06-4fec-4d78-93f3-e33960dfdab9 · outbound

This paper cites Ta-rnn: An attention-based time-aware recurrent neural network architecture for electronic health records.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Ta-rnn: An attention-based time-aware recurrent neural network architecture for electronic health records

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.550731Z

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This paper cites New mci detection method based on transformer and eeg data.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation New mci detection method based on transformer and eeg data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.542702Z

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Observation d25ca2c5-d22f-4b1c-b3de-b773e5d2a367 · outbound

This paper cites Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Deep reinforcement learning extracts the optimal sepsis treatment policy from treatment records

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.534773Z

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This paper cites Kormedconceptsqa.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Kormedconceptsqa

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.526813Z

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This paper cites A discourse-aware attention model for abstractive summarization of long documents.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation A discourse-aware attention model for abstractive summarization of long documents

Reference 6

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This paper cites Clinicians’ reasoning as reflected in electronic clinical note-entry and reading/retrieval: a systematic review and qualitative synthesis.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Clinicians’ reasoning as reflected in electronic clinical note-entry and reading/retrieval: a systematic review and qualitative synthesis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.519029Z

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Observation 269e5a15-d44e-406a-b66c-35b2ef58dc66 · outbound

This paper cites Bio-medical: A high-performance biomedical language model.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Bio-medical: A high-performance biomedical language model

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.510341Z

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Observation 3173e143-acff-4e63-a75b-a54035a60f7b · outbound

This paper cites Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.502188Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f75524d4-4292-474e-bdfd-60472f403df1 · outbound

This paper cites Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:01:42.125671Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24a3f3b6-1aa9-41e2-bbb2-434c8a83cb54 · outbound

This paper cites Semi-markov offline reinforcement learning for healthcare.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Semi-markov offline reinforcement learning for healthcare

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.493197Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a029c236-e940-404e-9925-591546a854ff · outbound

This paper cites Off-policy deep reinforcement learning without exploration.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Off-policy deep reinforcement learning without exploration

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.484922Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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This paper cites Approximate solutions to Markov decision processes.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Approximate solutions to Markov decision processes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.476101Z

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Observation 2a2b428c-db7c-4b64-9cc9-e5b90d233e8b · outbound

This paper cites A primer on reinforcement learning in medicine for clinicians.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation A primer on reinforcement learning in medicine for clinicians

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.467289Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad0cf72d-0a2d-474f-b088-cd31afb24cff · outbound

This paper cites Doubly robust off-policy value evaluation for reinforcement learning.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Doubly robust off-policy value evaluation for reinforcement learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.458861Z

Source-reported events for the cited work

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Observation 59e24d9d-f886-48f2-a65f-8baf42580095 · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams

Reference 16

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Observation 91dc562e-da9a-41a6-bb96-e10fe1896f44 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 17

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Observation a28c1ff1-4ab0-43ff-8014-49cb3e1184e8 · outbound

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

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Mimic-iii, a freely accessible critical care database

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.845470Z

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Observation a16ab985-416f-43ce-a116-8631210ca2c8 · outbound

This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.847959Z

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Observation 02f4fde8-db17-4084-b5f7-c991de2982df · outbound

This paper cites Mimic-iv, a freely accessible electronic health record dataset.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Mimic-iv, a freely accessible electronic health record dataset

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.850254Z

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Observation f696ff47-20f8-45bb-84b0-7939c0d2b447 · outbound

This paper cites A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:01:42.096226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 01d0e037-6c80-42a1-9907-d57f2ebeb51d · outbound

This paper cites An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare

Reference 22

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This paper cites Deep reinforcement learning for autonomous driving: A survey.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Deep reinforcement learning for autonomous driving: A survey

Reference 23

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Observation ff3b3cbb-3549-4477-9cad-32458f7aa4c3 · outbound

This paper cites Automated detection and classification of sleep apnea types using electrocardiogram (ecg) and electroencephalogram (eeg) features.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Automated detection and classification of sleep apnea types using electrocardiogram (ecg) and electroencephalogram (eeg) features

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.429513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 395273cb-05d2-4f1d-afd3-ea0706746afa · outbound

This paper cites The artificial intelligence clinician learns optimal treatment strategies for sepsis in intensive care.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation The artificial intelligence clinician learns optimal treatment strategies for sepsis in intensive care

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.864277Z

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Observation c8faaaee-2199-4e8f-860c-338ae14a2df4 · outbound

This paper cites Offline Reinforcement Learning with Implicit Q-Learning.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Offline Reinforcement Learning with Implicit Q-Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.866698Z

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Observation e9f121dd-cce7-402a-91d6-3d2892417085 · outbound

This paper cites Stabilizing off- policy q-learning via bootstrapping error reduction.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Stabilizing off- policy q-learning via bootstrapping error reduction

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.415521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23118ad0-2a85-43a3-881c-d7679f469089 · outbound

This paper cites Conservative q-learning for offline reinforcement learning.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Conservative q-learning for offline reinforcement learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.407272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3255b71c-069c-4bf6-8560-54609e52e581 · outbound

This paper cites KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.874695Z

Source-reported events for the cited work

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Observation 69ce6b71-4a9d-4f63-8bf7-682d1dccc1d9 · outbound

This paper cites Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.398875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b8a9075-50f2-4d83-b017-4736e8f97944 · outbound

This paper cites Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.391610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 659d78b7-fd26-49e1-81d3-f5c67ab642be · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.882264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d27632-f3a4-4cff-ac7b-506f2b1c5771 · outbound

This paper cites Multimodal medical supervised image fusion method by cnn.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Multimodal medical supervised image fusion method by cnn

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.383937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 12e00a76-afc0-4467-bc2d-613d5234723b · outbound

This paper cites Timing of norepinephrine initiation in patients with septic shock: a systematic review and meta-analysis.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Timing of norepinephrine initiation in patients with septic shock: a systematic review and meta-analysis

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.376121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c477f3dc-9c66-4b5d-8ffc-50b7e0887410 · outbound

This paper cites Reinforcement learning using neural networks in estimating an optimal dynamic treatment regime in patients with sepsis.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Reinforcement learning using neural networks in estimating an optimal dynamic treatment regime in patients with sepsis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.368498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 226c6ef7-7932-44a3-b7b4-069602f1b7d8 · outbound

This paper cites Weighted importance sampling for off-policy learning with linear function approximation.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Weighted importance sampling for off-policy learning with linear function approximation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.360383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9a0c4ae-1340-4609-a53a-81ac600ca038 · outbound

This paper cites Fluid administration in severe sepsis and septic shock, patterns and outcomes: an analysis of a large national database.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Fluid administration in severe sepsis and septic shock, patterns and outcomes: an analysis of a large national database

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.351960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 180c0ddb-f31f-48bf-9991-2d60fd3b7f90 · outbound

This paper cites The epidemiology of sepsis in the united states from 1979 through 2000.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation The epidemiology of sepsis in the united states from 1979 through 2000

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.343916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e24ff08-f150-4a25-b286-12bc4a4e2c5b · outbound

This paper cites How to keep good clinical records.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation How to keep good clinical records

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.335119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1001406c-53f3-4df4-a0a1-2a54c9a16c89 · outbound

This paper cites Deep offline reinforcement learning for real-world treatment optimization applications.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Deep offline reinforcement learning for real-world treatment optimization applications

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.327043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a33fc1b-d3cc-42bb-b9d0-4f4dd4b9853d · outbound

This paper cites An analysis of clinical queries in an electronic health record search utility.International journal of medical informatics, 79(7):515–522, 2010.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation An analysis of clinical queries in an electronic health record search utility.International journal of medical informatics, 79(7):515–522, 2010

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.317969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1a71c68-89a9-43e5-9b81-819bf12486ed · outbound

This paper cites Challenges with reinforcement learning model transportability for sepsis treatment in emergency care.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Challenges with reinforcement learning model transportability for sepsis treatment in emergency care

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.309187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dfb9b7fb-b3fe-4f04-ae60-3e0564ee4eb1 · outbound

This paper cites Opera: Automatic offline policy evaluation with re-weighted aggregates of multiple estimators.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Opera: Automatic offline policy evaluation with re-weighted aggregates of multiple estimators

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.300815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5ddf721-ee3d-4202-bebe-ae5ea3c61ba3 · outbound

This paper cites MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.911397Z

Source-reported events for the cited work

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Observation eb3c03c7-c349-4023-a331-dcb795222ea6 · outbound

This paper cites The role of proteomics and genomics in the development of colorectal cancer diagnostic tools and potential new treatments.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation The role of proteomics and genomics in the development of colorectal cancer diagnostic tools and potential new treatments

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.292167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cc2a6a6-44a6-4b78-87b6-93be3a075c4a · outbound

This paper cites How essential are unstructured clinical narratives and information fusion to clinical trial recruitment? AMIA Summits on Translational Science Proceedings, 2014:218, 2014.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation How essential are unstructured clinical narratives and information fusion to clinical trial recruitment? AMIA Summits on Translational Science Proceedings, 2014:218, 2014

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.282489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cf7b43e-07ff-4e88-9050-f6fa7761ea23 · outbound

This paper cites Towards accurate and reliable ICU outcome prediction: a multimodal learning framework based on belief function theory using structured EHRs and free-text notes.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Towards accurate and reliable ICU outcome prediction: a multimodal learning framework based on belief function theory using structured EHRs and free-text notes

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:01:42.040368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e087a4de-d254-4522-b8f9-d5ecb00cf3a6 · outbound

This paper cites Management of sepsis.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Management of sepsis

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.273752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dfe44464-a843-499a-b8ba-9f49b7f314c0 · outbound

This paper cites Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.924243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e4a4c5-06a6-42be-bf4d-456ec1e10e0c · outbound

This paper cites The third international consensus definitions for sepsis and septic shock (sepsis-3).

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation The third international consensus definitions for sepsis and septic shock (sepsis-3)

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.265152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation abbbf3c7-3a76-4492-b3fc-5e0acc0a1f6c · outbound

This paper cites Reinforcement learning in robotic applications: a comprehensive survey.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Reinforcement learning in robotic applications: a comprehensive survey

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.256895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1401d1a6-6706-4c09-af37-a79545109e73 · outbound

This paper cites An effective multimodal image fusion method using mri and pet for alzheimer’s disease diagnosis.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation An effective multimodal image fusion method using mri and pet for alzheimer’s disease diagnosis

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.248823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5dc985a-4be5-4118-85b0-620d73a6c09f · outbound

This paper cites Reinforcement learning: An introduction, volume 1.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Reinforcement learning: An introduction, volume 1

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.934348Z

Source-reported events for the cited work

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Observation 092d2427-f613-4d61-9502-a36b3bcaf316 · outbound

This paper cites an unresolved cited work.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:01:42.235389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 564efa4a-052b-40fa-9905-d870304c1bcf · outbound

This paper cites Qwen3 Technical Report.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Qwen3 Technical Report

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.939320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2879a703-87e4-4f8a-a340-4b13ba4a9258 · outbound

This paper cites Ehr-based prediction modelling meets multimodal deep learning: A systematic review of structured and textual data fusion methods.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Ehr-based prediction modelling meets multimodal deep learning: A systematic review of structured and textual data fusion methods

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.227663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 11f6ef47-c220-45d4-b125-f0b0da2539f3 · outbound

This paper cites Mlp-mixer: An all-mlp architecture for vision.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Mlp-mixer: An all-mlp architecture for vision

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.218135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 00d43bfe-acd1-4506-97c4-775937f0b1b3 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation LLaMA: Open and Efficient Foundation Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.946792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b830b31-bcbb-4935-8998-eab59b934b5f · outbound

This paper cites Offline safe reinforcement learning for sepsis treatment: Tackling variable-length episodes with sparse rewards.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Offline safe reinforcement learning for sepsis treatment: Tackling variable-length episodes with sparse rewards

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.209593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5735fc6e-42c0-4cef-9996-7df87dbae4f8 · outbound

This paper cites Assessment of the worldwide burden of critical illness: the intensive care over nations (icon) audit.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Assessment of the worldwide burden of critical illness: the intensive care over nations (icon) audit

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.200989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd8efd9c-348f-4813-acdc-80fcda54faaa · outbound

This paper cites Interaction between fluids and vasoactive agents on mortality in septic shock: a multicenter, observational study.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Interaction between fluids and vasoactive agents on mortality in septic shock: a multicenter, observational study

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.192341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6d16d5f-f07d-4483-b9c6-e84e524771da · outbound

This paper cites Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommen- dations.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommen- dations

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.183235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28e27660-3541-449b-a108-491f9269b811 · outbound

This paper cites Dueling network architectures for deep reinforcement learning.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Dueling network architectures for deep reinforcement learning

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.959548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fda316a-0c91-4e1a-a5cc-99ea7ba8f900 · outbound

This paper cites Q-learning.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Q-learning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:41.962011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1778a666-d2f2-4278-b26f-7f5bc8283215 · outbound

This paper cites Me llama: Foundation large language models for medical applications, 2024.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Me llama: Foundation large language models for medical applications, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.163792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce8be563-4f9b-4179-808b-406f46c5e256 · outbound

This paper cites Vasopressor initiation within 1 hour of fluid loading is associated with increased mortality in septic shock patients: analysis of national registry data.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Vasopressor initiation within 1 hour of fluid loading is associated with increased mortality in septic shock patients: analysis of national registry data

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.154196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b8f77c5-794d-418c-b056-f8a62434047a · outbound

This paper cites Fusion deep learning approach combining diffuse optical tomography and ultrasound for improving breast cancer classification.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Fusion deep learning approach combining diffuse optical tomography and ultrasound for improving breast cancer classification

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.144950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f39825a-6815-4702-8b4b-3d003539a2cb · outbound

This paper cites Prism: Mitigating ehr data sparsity via learning from missing feature calibrated prototype patient representations.

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation Prism: Mitigating ehr data sparsity via learning from missing feature calibrated prototype patient representations

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:01:42.135495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers