Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People

6 March 2024

Xiang Wan

Haizhou Li

Benyou Wang

LM&MA

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Papers citing "Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People"

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Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 87 0 0 23 Apr 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 56 1 0 25 Feb 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation Guangya Yu Yanhao Li Zongying Jiang Yuxiong Jin Li Dai ... Weiyan Zhang Yongqi Fan Qi Ye Jingping Liu Tong Ruan LM&MA ELM 67 0 0 17 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 Erik Cambria LM&MA AILaw 74 148 0 28 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 57 30 0 25 Dec 2024
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge Angelika Romanou Negar Foroutan Anna Sotnikova Zeming Chen Sree Harsha Nelaturu ... Mike Zhang Imanol Schlag Marzieh Fadaee Sara Hooker Antoine Bosselut ELM 96 5 0 29 Nov 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 4 0 28 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 24 5 0 14 Oct 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie Juncheng Wu Haoqin Tu Siwei Yang Bingchen Zhao Yongshuo Zong Qiao Jin Cihang Xie Yuyin Zhou LM&MA ELM LRM 34 18 0 23 Sep 2024
Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach Meng Zhou Surajsinh Parmar Anubhav Bhatti LM&MA 25 0 0 09 Sep 2024
Domain-Specific Pretraining of Language Models: A Comparative Study in the Medical Field Tobias Kerner ELM LM&MA 25 4 0 19 Jul 2024
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis Junying Chen Chi Gui Anningzhe Gao Ke Ji Xidong Wang Xiang Wan Benyou Wang MedIm AI4CE LM&MA 51 12 0 18 Jul 2024
Performance Evaluation of Lightweight Open-source Large Language Models in Pediatric Consultations: A Comparative Analysis Qiuhong Wei Ying Cui Mengwei Ding Yanqin Wang Lingling Xiang Zhengxiong Yao Ceran Chen Ying Long Zhezhen Jin Ximing Xu ELM LM&MA AI4MH 28 0 0 16 Jul 2024
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale Junying Chen Ruyi Ouyang Anningzhe Gao Shunian Chen Guiming Hardy Chen ... Zhenyang Cai Ke Ji Guangjun Yu Xiang Wan Benyou Wang MedIm LM&MA 35 16 0 27 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 33 4 0 14 Jun 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 91 188 0 15 Feb 2024
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 18 61 0 16 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 102 0 09 Nov 2023
Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost Juexiao Zhou Xiuying Chen Xin Gao LM&MA AI4CE 76 9 0 19 Jun 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 137 121 0 22 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 63 40 0 02 May 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 236 1,508 0 31 Dec 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 196 791 0 13 Sep 2019