Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

22 May 2020

Papers citing "Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction"

50 / 209 papers shown

Title
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking Ching Nam Hang Pei-Duo Yu C. Tan 26 0 0 11 May 2025
The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI Kishore Sampath Pratheesh Ayaazuddin Mohammad Resmi Ramachandranpillai 31 0 0 05 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 Apr 2025
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records Jesus Lovon Thouria Ben-Haddi Jules Di Scala José G. Moreno L. Tamine 60 2 0 29 Apr 2025
Leveraging Machine Learning Models to Predict the Outcome of Digital Medical Triage Interviews Sofia Krylova Fabian Schmidt Vladimir Vlassov 36 0 0 16 Apr 2025
Foundation models for electronic health records: representation dynamics and transferability Michael C. Burkhart Bashar Ramadan Zewei Liao Kaveri Chhikara Juan C. Rojas William F. Parker Brett Beaulieu-Jones 31 0 0 14 Apr 2025
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models Junmo Kim Namkyeong Lee Jiwon Kim Kwangsoo Kim 34 0 0 11 Apr 2025
ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling Yuanyun Zhang Shi Li 39 0 0 10 Apr 2025
A Retrieval-Based Approach to Medical Procedure Matching in Romanian Andrei Niculae Adrian Cosma Emilian Radoi 67 0 0 26 Mar 2025
Deep Causal Behavioral Policy Learning: Applications to Healthcare Jonas Knecht Anna Zink Jonathan Kolstad Maya Petersen CML 88 0 0 05 Mar 2025
Improving Representation Learning of Complex Critical Care Data with ICU-BERT Ricardo Santos André V. Carreiro Xi Peng Hugo Gamboa Holger Fröhlich OOD 69 0 0 26 Feb 2025
Large Language Models are Powerful EHR Encoders S. Hegselmann Georg von Arnim Tillmann Rheude Noel Kronenberg David Sontag Gerhard Hindricks R. Eils Benjamin Wild LM&MA 49 1 0 24 Feb 2025
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction Leisheng Yu Yanxiao Cai Minxing Zhang Xia Hu FAtt 171 0 0 15 Feb 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 119 0 0 11 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 93 154 0 28 Jan 2025
Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA Pei Chen Yaofang Suo Rui Liu Luonan Chen 70 0 0 22 Jan 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 78 2 0 17 Jan 2025
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT Jianping He L. Rasmy Degui Zhi Cui Tao 28 1 0 03 Jan 2025
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning Pablo Romero Lifeng Han Goran Nenadic LM&MA 34 1 0 31 Dec 2024
BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Jangyeong Jeon Sangyeon Cho Dongjoon Lee Changhee Lee Junyeong Kim 75 0 0 16 Dec 2024
NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text Prajwal Kailas Max Homilius Rahul C. Deo Calum A. MacRae 104 0 0 16 Dec 2024
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 95 4 0 09 Dec 2024
Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis Huadong Pang Li Zhou Yiping Dong Peiyuan Chen Dian Gu Tianyi Lyu Hansong Zhang BDL 68 3 0 05 Dec 2024
Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions Resmi Ramachandranpillai Kishore Sampath Ayaazuddin Mohammad Malihe Alikhani 54 1 0 30 Nov 2024
MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records Eric Yang Pengfei Hu Xiaoxue Han Yue Ning 31 0 0 17 Nov 2024
$EchoNarrator: Generating natural text explanations for ejection fraction predictions$ EchoNarrator: Generating natural text explanations for ejection fraction predictions S. Thomas Qing Cao Anna Novikova Daria Kulikova Guy Ben-Yosef 29 2 0 31 Oct 2024
Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed AI4MH 54 2 0 18 Oct 2024
KidLM: Advancing Language Models for Children -- Early Insights and Future Directions Mir Tafseer Nayeem Davood Rafiei ALM 39 3 0 04 Oct 2024
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images Longchao Da Rui Wang Xiaojian Xu Parminder Bhatia Taha A. Kass-Hout Hua Wei Cao Xiao VLM MedIm 46 2 0 02 Oct 2024
The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging Masanori Hirano Kentaro Imajo MoMe 34 1 0 30 Sep 2024
Generative LLM Powered Conversational AI Application for Personalized Risk Assessment: A Case Study in COVID-19 Mohammad Amin Roshani Xiangyu Zhou Yao Qiang Srinivasan Suresh Steve Hicks Usha Sethuraman Dongxiao Zhu LM&MA 26 0 0 23 Sep 2024
DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models Sangyeon Cho Jangyeong Jeon Dongjoon Lee Changhee Lee Junyeong Kim 27 1 0 23 Sep 2024
Transfer Learning with Clinical Concept Embeddings from Large Language Models Yuhe Gao Runxue Bao Yuelyu Ji Yiming Sun Chenxi Song Jeffrey P. Ferraro Ye Ye 38 1 0 20 Sep 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 36 1 0 13 Sep 2024
PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels Aayushman Hemanth Gaddey Vidhi Mittal Manisha Chawla Gagan Raj Gupta 33 1 0 08 Sep 2024
A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models Chen Wang Rohitash Chandra 23 0 0 29 Aug 2024
Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification Abu Adnan Sadi Mohammad Ashrafuzzaman Khan Lubaba Binte Saber 43 0 0 28 Aug 2024
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation Shreyank N. Gowda David A. Clifton MedIm 31 1 0 31 Jul 2024
CellularLint: A Systematic Approach to Identify Inconsistent Behavior in Cellular Network Specifications Mirza Masfiqur Rahman Imtiaz Karim Elisa Bertino 31 3 0 18 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 45 13 0 08 Jul 2024
MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis Asma Alkhaldi Raneem Alnajim Layan Alabdullatef Rawan Alyahya Jun Chen Deyao Zhu Ahmed Z. Alsinan Mohamed Elhoseiny LM&MA MedIm 58 23 0 04 Jul 2024
Lightweight Large Language Model for Medication Enquiry: Med-Pal Kabilan Elangovan J. Ong Liyuan Jin Benjamin Jun Jie Seng Yu Heng Kwan ... Justina Koi Li Ma Yuhe Ke Nan Liu K. Giacomini Daniel Ting AI4MH LM&MA 53 1 0 02 Jul 2024
Guardrails for avoiding harmful medical product recommendations and off-label promotion in generative AI models Daniel Lopez-Martinez MedIm 51 1 0 24 Jun 2024
Research on Disease Prediction Model Construction Based on Computer AI deep Learning Technology Yang Lin Muqing Li Ziyi Zhu Yinqiu Feng Lingxi Xiao Zexi Chen NoLa 31 6 0 23 Jun 2024
Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research Tianyu Liu Yijia Xiao Xiao Luo Hua Xu W. Zheng Hongyu Zhao 42 3 0 21 Jun 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction Muhao Xu Zhenfeng Zhu Youru Li Shuai Zheng Yawei Zhao Kunlun He Yao Zhao 46 1 0 17 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records Junghwan Lee Simin Ma N. Serban Shihao Yang CML 21 0 0 13 Jun 2024
Nonlinear time-series embedding by monotone variational inequality Jonathan Y. Zhou Yao Xie AI4TS 36 0 0 11 Jun 2024
Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation Simon A. Lee Trevor Brokowski Jeffrey N. Chiang 29 8 0 30 May 2024