Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2310.05694
Cited By
v1
v2 (latest)
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
Information Fusion (Inf. Fusion), 2023
28 January 2025
Kai He
Rui Mao
Qika Lin
Yucheng Ruan
Xiang Lan
Mengling Feng
Xiaoshi Zhong
LM&MA
AILaw
Re-assign community
ArXiv (abs)
PDF
HTML
HuggingFace (3 upvotes)
Github (130★)
Papers citing
"A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics"
50 / 345 papers shown
Early Risk Prediction with Temporally and Contextually Grounded Clinical Language Processing
Rochana Chaturvedi
Yue Zhou
Andrew D. Boyd
Brian T. Layden
Mudassir Rashid
Lu Cheng
Ali Cinar
Barbara Di Eugenio
BDL
296
0
0
27 Nov 2025
Fairness in Multi-modal Medical Diagnosis with Demonstration Selection
Dawei Li
Zijian Gu
Peng Wang
Chuhan Song
Zhen Tan
Mohan Zhang
Tianlong Chen
Yu Tian
Song Wang
175
1
0
20 Nov 2025
Breakdance Video classification in the age of Generative AI
Sauptik Dhar
Naveen Ramakrishnan
Michelle Munson
VGen
VLM
144
0
0
23 Oct 2025
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Shujun Xia
Haokun Lin
Yichen Wu
Yinan Zhou
Zixuan Li
...
Yefeng Zheng
Xiang Li
Caifeng Shan
Zhenan Sun
Quanzheng Li
KELM
528
1
0
15 Oct 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA
Elisei Rykov
Kseniia Petrushina
Maksim Savkin
Valerii Olisov
Artem Vazhentsev
Kseniia Titova
Ilseyar Alimova
Vasily Konovalov
Julia Belikova
HILM
236
4
0
06 Oct 2025
Knowledge-Graph Based RAG System Evaluation Framework
Sicheng Dong
Vahid Zolfaghari
Nenad Petrovic
Alois C. Knoll
182
0
0
02 Oct 2025
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models
Kevin Zhou
Adam Dejl
Gabriel Freedman
Lihu Chen
Antonio Rago
Francesca Toni
ELM
140
2
0
26 Sep 2025
Advances in Large Language Models for Medicine
Zhiyu Kan
Wensheng Gan
Zhenlian Qi
Philip S. Yu
LM&MA
233
0
0
23 Sep 2025
Toward Clinically Explainable AI for Medical Diagnosis: A Foundation Model with Human-Compatible Reasoning via Reinforcement Learning
Qika Lin
Yifan Zhu
Bin Pu
Ling Huang
Haoran Luo
...
Swapnil Mishra
Mengling Feng
Erik Cambria
Swapnil Mishra
Mengling Feng
ReLM
MedIm
LM&MA
LRM
199
2
0
04 Sep 2025
Bridging Minds and Machines: Toward an Integration of AI and Cognitive Science
Rui Mao
Qian Liu
Xiao Li
Erik Cambria
Amir Hussain
AI4CE
160
2
0
28 Aug 2025
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
Dilruk Perera
Gousia Habib
Qianyi Xu
Daniel J. Tan
Kai He
Erik Cambria
Mengling Feng
OffRL
AI4TS
336
0
0
28 Aug 2025
Being Kind Isn't Always Being Safe: Diagnosing Affective Hallucination in LLMs
Sewon Kim
Jiwon Kim
Seungwoo Shin
Hyejin Chung
Daeun Moon
Yejin Kwon
Hyunsoo Yoon
198
0
0
23 Aug 2025
A Comparative Study of Decoding Strategies in Medical Text Generation
Oriana Presacan
Alireza Nik
Vajira Thambawita
Bogdan Ionescu
Michael A. Riegler
LM&MA
194
1
0
19 Aug 2025
MM-Food-100K: A 100,000-Sample Multimodal Food Intelligence Dataset with Verifiable Provenance
Yi Dong
Yusuke Muraoka
Scott Shi
Yi Zhang
126
1
0
14 Aug 2025
An Embodied AR Navigation Agent: Integrating BIM with Retrieval-Augmented Generation for Language Guidance
Hsuan-Kung Yang
Tsu-Ching Hsiao
Ryoichiro Oka
Ryuya Nishino
Satoko Tofukuji
Norimasa Kobori
LM&Ro
108
1
0
10 Aug 2025
CTG-Insight: A Multi-Agent Interpretable LLM Framework for Cardiotocography Analysis and Classification
Black Sun
203
1
0
29 Jul 2025
EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow
Information Fusion (Inf. Fusion), 2025
X. Pan
Yang Bai
K. Zou
Yang Zhou
Jun Zhou
Huazhu Fu
Yih-Chung Tham
Yong Liu
167
0
0
24 Jul 2025
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research
Salah Ghamizi
G. Kanli
Yu Deng
Magali Perquin
O. Keunen
MedIm
AI4CE
390
1
0
16 Jun 2025
Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework
Abul Ehtesham
Aditi Singh
Saket Kumar
230
8
0
13 Jun 2025
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches
Information Fusion (Inf. Fusion), 2025
Andrea Moglia
Matteo Leccardi
Matteo Cavicchioli
Alice Maccarini
Marco Marcon
Luca Mainardi
Pietro Cerveri
MedIm
LM&MA
VLM
298
1
0
12 Jun 2025
Training-free AI for Earth Observation Change Detection using Physics Aware Neuromorphic Networks
Scientific Reports (Sci Rep), 2025
Stephen Smith
Cormac Purcell
Zdenka Kuncic
302
1
0
04 Jun 2025
PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language
Naghmeh Jamali
Milad Mohammadi
Danial Baledi
Zahra Rezvani
Hesham Faili
LM&MA
ELM
278
1
0
23 May 2025
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Derong Xu
Pengyue Jia
Xiaopeng Li
Yingyi Zhang
Xinjian Zhao
...
Yichao Wang
Huifeng Guo
Ruiming Tang
Enhong Chen
Tong Xu
RALM
369
4
0
22 May 2025
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Qihuang Zhong
Liang Ding
Xiantao Cai
Juhua Liu
Bo Du
Dacheng Tao
403
2
0
21 May 2025
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation
Jialun Zhong
Yanzeng Li
Sen Hu
Yang Zhang
Teng Xu
Lei Zou
LM&MA
450
0
0
19 May 2025
Decoding Rarity: Large Language Models in the Diagnosis of Rare Diseases
Valentina Carbonari
Pierangelo Veltri
P. H. Guzzi
LM&MA
447
2
0
18 May 2025
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Xinlong Chen
Yuanxing Zhang
Sihan Yang
Junfei Wu
Fuzheng Zhang
Tieniu Tan
MLLM
433
3
0
17 May 2025
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
Mohammad Aqib
Mohd Hamza
Qipei Mei
Ying Hei Chui
RALM
ELM
394
4
0
07 May 2025
The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics
Inamullah
Imran Razzak
Shoaib Jameel
339
4
0
06 May 2025
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings
Alexander Davis
Rafael Souza
Jia-Hao Lim
985
2
0
03 May 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs
Fahmida Liza Piya
Rahmatollah Beheshti
729
5
0
23 Apr 2025
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
Yichao Feng
Shuai Zhao
Yongbin Li
Luwei Xiao
Xiaobao Wu
Anh Tuan Luu
RALM
378
2
0
17 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving
Avinash Kumar
Shashank Nag
Jason Clemons
L. John
Poulami Das
521
7
0
14 Apr 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG
Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2025
Arshia Kermani
Veronica Perez-Rosas
Vangelis Metsis
AI4MH
334
21
0
31 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui
Yu-Neng Chuang
Guanchu Wang
Jiamu Zhang
Tianyi Zhang
...
Andrew Wen
Shaochen
Zhong
Hanjie Chen
Helen Zhou
OffRL
ReLM
LRM
861
338
0
20 Mar 2025
Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI
Micky C. Nnamdi
J. Ben Tamo
Wenqi Shi
Hang Wu
May D. Wang
AI4CE
332
3
0
20 Mar 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
Jian Zhang
Bifan Wei
Shihao Qi
Haiping Zhu
Jun Liu
Qika Lin
588
4
0
14 Mar 2025
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs
Chongjun Tu
Peng Ye
Dongzhan Zhou
Wenlong Zhang
Gang Yu
Tao Chen
Wanli Ouyang
341
12
0
13 Mar 2025
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Xiaoming Shi
Zeming Liu
Chenkai Zhang
Yiming Lei
Haitao Leng
...
Qingjie Liu
Wanxiang Che
Shaoguo Liu
Size Li
Yanjie Wang
541
1
0
10 Mar 2025
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
Xiang Lan
Feng Wu
Kai He
Qinghao Zhao
Zhiqin Jiang
Mengling Feng
AI4TS
394
28
0
08 Mar 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges
Lukasz Bartoszcze
Sarthak Munshi
Bryan Sukidi
Jennifer Yen
Zejia Yang
David Williams-King
Linh Le
Kosi Asuzu
Carsten Maple
539
11
0
24 Feb 2025
eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Luis Antonio Gutiérrez Guanilo
Mir Tafseer Nayeem
Cristian López
Davood Rafiei
LMTD
417
2
0
21 Feb 2025
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Anna Arias-Duart
Pablo A. Martin-Torres
Daniel Hinjos
Pablo Bernabeu Perez
Lucia Urcelay-Ganzabal
Marta Gonzalez-Mallo
Ashwin Kumar Gururajan
Enrique Lopez-Cuena
Sergio Alvarez-Napagao
Dario Garcia-Gasulla
LM&MA
ELM
731
15
0
10 Feb 2025
TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models
International Conference on Learning Representations (ICLR), 2025
Makoto Shing
Yuichi Inoue
Han Bao
Sho Yokoi
Takuya Akiba
VLM
653
16
0
28 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
417
9
0
17 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
Information Fusion (Inf. Fusion), 2024
Hanguang Xiao
Feizhong Zhou
Xianglong Liu
Tianqi Liu
Zhipeng Li
Xin Liu
Xiaoxuan Huang
AILaw
LM&MA
LRM
536
102
0
31 Dec 2024
A Machine Learning Approach for Emergency Detection in Medical Scenarios Using Large Language Models
Ferit Akaybicen
Aaron Cummings
Lota Iwuagwu
Xinyue Zhang
Modupe Adewuyi
LM&MA
297
2
0
20 Dec 2024
BianCang: A Traditional Chinese Medicine Large Language Model
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Sibo Wei
Xueping Peng
Yi-Fei Wang
Jiasheng Si
Jiasheng Si
...
Fa Zhu
Athanasios V. Vasilakos
Wenpeng Lu
Xiaoming Wu
Yinglong Wang
LM&MA
408
23
0
17 Nov 2024
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Kenza Benkirane
Jackie Kay
Maria Perez-Ortiz
292
4
0
21 Oct 2024
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning
Tingchen Fu
Mrinank Sharma
Juil Sock
Shay B. Cohen
David M. Krueger
Fazl Barez
AAML
589
29
0
11 Oct 2024
1
2
3
4
5
6
7
Next
Page 1 of 7
