LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models | Paper Citation Record

Observation f705ce92-8d33-46a4-bb54-37e6337a4039 · outbound

This paper cites Ghassemi, T.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Ghassemi, T

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.293171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc99fea-5f0a-4e98-b227-869073f64b8e · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.358053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e142b4be-6354-4dcb-b559-a1ddf65976c7 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.440729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c99bc6-b9c6-4e22-92cb-1874efc9e004 · outbound

This paper cites Cheng, F.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Cheng, F

Reference 4

Resolution: verified exact; doi, observed 2026-08-01T23:28:37.261908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ee88454c-56b8-49a7-8886-ef72588ac314 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.552509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d955ee75-39ef-461d-a968-208179a214d9 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.657412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3f2f97-5278-4eb7-86b6-6a58d6b445bd · outbound

This paper cites : Preprint submitted to Elsevier Page 12 of 16.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models : Preprint submitted to Elsevier Page 12 of 16

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.722425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29e9a23-1792-4a40-9c84-de561c1b0a23 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.809919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd3456e-27b9-406b-ae0c-de8f4b4e0f4f · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.872984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf3a7f5-b194-4a9f-ab1f-25b265b59375 · outbound

This paper cites Wornow, Y.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Wornow, Y

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:26.934557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3c394f2-d78c-4837-b5d1-77a94bedb312 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.019002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06019209-a8fc-40f8-8f3a-196be788954a · outbound

This paper cites Rasmy, Y.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Rasmy, Y

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.101854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbcadf37-4fbb-4e5c-9931-f34f62fe3b31 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.187467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3beee5e-a074-4379-88fe-056e92e04ba2 · outbound

This paper cites Kraljevic, D.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Kraljevic, D

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.261379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41366e72-df23-4aa3-9967-e90f7e485e54 · outbound

This paper cites Chang, W.-Y.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Chang, W.-Y

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.316232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3921de25-970d-465e-8969-bea8fe4348e5 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.450012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6c17fa-0d0e-45a8-9834-62f4480d9253 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.571366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c08e228-7b8d-4f82-9a4e-d71a7f624562 · outbound

This paper cites MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.723109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5454122e-97b3-4978-ae35-5f03364bf9ac · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.850644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f36a95-2639-47ec-ba27-99958a424bb5 · outbound

This paper cites Kline, H.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Kline, H

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:27.972979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2450de0c-0979-463e-adb8-e45448a4aaf7 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Representation Learning with Contrastive Predictive Coding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.098484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc6a678d-b44b-48aa-89f3-51fae0c19ddc · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.270811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec42878-4591-4d3d-9a95-d6d73b9bfa9a · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.410249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0e8f4d-71a1-4f97-8e1c-9e3e69f4d05c · outbound

This paper cites Zheng, F.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Zheng, F

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.522480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9156a140-afbd-4d66-9f5b-716c817b974a · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.593342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee7b0ab-17de-4acc-81a5-6d608e1eb37b · outbound

This paper cites MedGPT: Medical Concept Prediction from Clinical Narratives.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models MedGPT: Medical Concept Prediction from Clinical Narratives

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.645033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8201d57d-75ff-4b54-b947-112f697351d6 · outbound

This paper cites Cascella, J.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Cascella, J

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.731589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41750a65-b593-4a7c-8c15-731cb8decc6a · outbound

This paper cites McDermott, Publicly available clinical BERT embeddings, in: A.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models McDermott, Publicly available clinical BERT embeddings, in: A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.873248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b54fa4-984f-4ac9-86e8-4cf8589120d8 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:28.996848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64dad9ce-23d1-4464-b901-724e15488a3d · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.133858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ed92f2-60ef-4dff-9883-6c7ae7b21e6d · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.223019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28aaad16-4ea1-44fd-a282-d92e083a5e25 · outbound

This paper cites Ekambaram, A.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Ekambaram, A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.288066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02849bb4-8d6e-4e53-aaec-2d43782b6897 · outbound

This paper cites Vaswani, N.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Vaswani, N

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.423046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 395ecb24-6230-4c8f-b603-c5e03242d3b0 · outbound

This paper cites Event-Based Contrastive Learning for Medical Time Series.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Event-Based Contrastive Learning for Medical Time Series

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.505959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c91eb1e1-6abf-444b-8a89-dd0d4add5a72 · outbound

This paper cites Kiyasseh, T.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Kiyasseh, T

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.588930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87939332-c83e-4ae8-be42-4b40d5b12a5b · outbound

This paper cites Le Gall, P.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Le Gall, P

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.664878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 911182b0-023f-47a8-9db3-c1d869bd4db0 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.774107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f01ef71-d73e-4943-97ed-9aa7bd39d776 · outbound

This paper cites meds_reader: A fast and efficient EHR processing library.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models meds_reader: A fast and efficient EHR processing library

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:29.916979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72292947-8635-486d-b3aa-de7f3100319f · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.036980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba37c2d-7b53-4f81-ba6e-ba13d247c363 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.161857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11e9c4a-8a4f-47b5-a197-0e68d8ec8514 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-01T23:28:36.938132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cabc170c-71c0-41bd-a60f-28f9e438fb2c · outbound

This paper cites Revisiting Word Embeddings in the LLM Era.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Revisiting Word Embeddings in the LLM Era

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.441241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85973e6b-1d3e-4d64-98b9-fd29c7abfab8 · outbound

This paper cites BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.590471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3cb105-c07e-4ea3-8ea9-e617f6c6c507 · outbound

This paper cites Warner, A.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Warner, A

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.665452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165db1c4-cf27-415e-a057-46453b45342a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Adam: A Method for Stochastic Optimization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.782266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a9043b-be45-4527-ac24-aed3a79c4e43 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:30.918795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b1a8262-0b4d-483a-b29a-68a9cd1d58a3 · outbound

This paper cites Silva, G.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Silva, G

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.099524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9404cae-0795-4154-bcd8-45fb341e5259 · outbound

This paper cites Learning to Diagnose with LSTM Recurrent Neural Networks.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Learning to Diagnose with LSTM Recurrent Neural Networks

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.204407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e7e7b1-7fa5-4bc0-8e79-d43b0d68be2e · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.325586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e23787-b279-4fa7-a143-f8bcddd8f3e5 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.440369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f83d7428-4531-443b-bb6e-42c09b985fe0 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.549248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a05d1f3-e3dc-4961-9f79-fe1c5ed13a1b · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.659994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ecb740-1530-48ba-839b-3fbee032281c · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.776447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8783e6a6-d44a-4cf1-93d3-ffd1f53bc3c2 · outbound

This paper cites an unresolved cited work.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:31.938199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16188dc1-2905-4fa3-98b6-d6822d66a0d5 · outbound

This paper cites Lambden, P.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Lambden, P

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.057278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a76c29a-887e-45ee-8514-e39c6273e45f · outbound

This paper cites Hempel, S.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Hempel, S

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.190573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec230154-fd8f-468d-a5d4-c43d99295f36 · outbound

This paper cites Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.342553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db828631-3269-498c-877a-7b190685510e · outbound

This paper cites Gururangan, A.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Gururangan, A

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.486630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b75f650-c533-464d-8738-c18d50b229d7 · outbound

This paper cites Longformer: The Long-Document Transformer.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Longformer: The Long-Document Transformer

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.625948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afe3394-7792-463d-bfd6-88dc79b53c1c · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.794816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dd4d151-2eb5-4002-b61e-f892ba7fc598 · outbound

This paper cites Davidson-Pilon, lifelines: survival analysis in python, Journal of Open Source Software 4 (2019) 1317.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Davidson-Pilon, lifelines: survival analysis in python, Journal of Open Source Software 4 (2019) 1317

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:32.899687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb1dcbb-cb21-43b0-beaf-2cd833e3d01e · outbound

This paper cites : Preprint submitted to Elsevier Page 14 of 16 A.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models : Preprint submitted to Elsevier Page 14 of 16 A

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T23:23:33.011127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66d71bd-44d2-4f86-ab5d-404c78bbb659 · outbound

This paper cites Specifically, we computed SOFA score hourly using the worst measurements over the past 24 hour window.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Specifically, we computed SOFA score hourly using the worst measurements over the past 24 hour window

Reference 64

Resolution: malformed identifier; no resolver link, observed 2026-08-01T23:23:33.098369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a7f31d-3f43-4994-b4c4-1efb6a76a4fc · outbound

This paper cites doi:10.18653/v1/2025.findings-acl.352.

LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models doi:10.18653/v1/2025.findings-acl.352

Reference 6799

Resolution: verified exact; doi, observed 2026-08-01T23:28:37.065500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers