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MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

27 November 2023
Zeming Chen
Alejandro Hernández Cano
Angelika Romanou
Antoine Bonnet
Kyle Matoba
Francesco Salvi
Matteo Pagliardini
Simin Fan
Andreas Kopf
Amirkeivan Mohtashami
Alexandre Sallinen
Alireza Sakhaeirad
Vinitra Swamy
Igor Krawczuk
Deniz Bayazit
Axel Marmet
Syrielle Montariol
Mary-Anne Hartley
Martin Jaggi
Antoine Bosselut
    LM&MA
    AI4MH
    MedIm
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Papers citing "MEDITRON-70B: Scaling Medical Pretraining for Large Language Models"

50 / 118 papers shown
Title
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry
J. Kim
Chaeeun Shim
Sungjin Park
Su Yeon Lee
Gee Young Suh
...
Yong Soo Kim
Hee-Joon Bae
Sung Yoon Lim
Han-Gil Jeong
Edward Choi
LRM
32
0
0
05 May 2025
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration
Kexin Ding
Mu Zhou
Akshay Chaudhari
Shaoting Zhang
Dimitris N. Metaxas
LM&MA
36
0
0
02 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
Marco Salmè
R. Sicilia
Paolo Soda
V. Guarrasi
41
0
0
02 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Multimodal Large Language Models for Medicine: A Comprehensive Survey
Jiarui Ye
Hao Tang
LM&MA
76
0
0
29 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report
Paul Kassianik
Baturay Saglam
Alexander Chen
Blaine Nelson
Anu Vellore
...
Hyrum Anderson
Kojin Oshiba
Omar Santos
Yaron Singer
Amin Karbasi
PILM
56
0
0
28 Apr 2025
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization
Wataru Kawakami
Keita Suzuki
Junichiro Iwasawa
LRM
65
0
0
25 Apr 2025
Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions
Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions
Wang Zhu
Tianqi Chen
Ching Ying Lin
Jade Law
Mazen Jizzini
Jorge J. Nieva
Ruishan Liu
Robin Jia
25
0
0
15 Apr 2025
Statics of continuum planar grasping
Statics of continuum planar grasping
Udit Halder
27
0
0
03 Apr 2025
IHC-LLMiner: Automated extraction of tumour immunohistochemical profiles from PubMed abstracts using large language models
IHC-LLMiner: Automated extraction of tumour immunohistochemical profiles from PubMed abstracts using large language models
Yunsoo Kim
Michal W. S. Ong
Daniel W. Rogalsky
Manuel Rodriguez-Justo
Honghan Wu
Adam P. Levine
38
0
0
01 Apr 2025
Medical large language models are easily distracted
Medical large language models are easily distracted
Krithik Vishwanath
Anton Alyakin
Daniel Alber
Jin Vivian Lee
Douglas Kondziolka
E. Oermann
31
0
0
01 Apr 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions
Mohammad Almansoori
K. K.
Hisham Cholakkal
54
0
0
28 Mar 2025
Low-resource Information Extraction with the European Clinical Case Corpus
Low-resource Information Extraction with the European Clinical Case Corpus
Soumitra Ghosh
Begona Altuna
Saeed Farzi
Pietro Ferrazzi
A. Lavelli
Giulia Mezzanotte
Manuela Speranza
Bernardo Magnini
47
0
0
26 Mar 2025
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark
Z. Li
Yiying Yang
Jiping Lang
Wenhao Jiang
Yuhang Zhao
...
Yuhua Bi
Xiaofei Zeng
Yixian Chen
Junrong Chen
Lin Yao
AI4MH
LM&MA
ELM
41
0
0
22 Mar 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models
Ali Sarabadani
Kheirolah Rahsepar Fard
Hamid Dalvand
44
0
0
09 Mar 2025
Semantic Alignment of Unimodal Medical Text and Vision Representations
Maxime Di Folco
E. Chan
Marta Hasny
Cosmin I. Bercea
Julia A. Schnabel
54
0
0
06 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction
Fenglin Liu
Jinge Wu
Hongjian Zhou
Xiao Gu
Soheila Molaei
A. Thakur
Lei A. Clifton
Honghan Wu
David A. Clifton
LM&MA
39
0
0
05 Mar 2025
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports
L. Moukheiber
Mira Moukheiber
Dana Moukheiiber
Jae-Woo Ju
Hyung-Chul Lee
LM&MA
70
0
0
04 Mar 2025
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
Max Lamparth
D. Grabb
Amy Franks
Scott Gershan
Kaitlyn N. Kunstman
...
Monika Drummond Roots
Manu Sharma
Aryan Shrivastava
N. Vasan
Colleen Waickman
36
2
0
22 Feb 2025
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis
Xueshen Li
Xinlong Hou
Ziyi Huang
Yu Gan
LM&MA
MedIm
49
0
0
15 Feb 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine
Lukas Buess
Matthias Keicher
Nassir Navab
Andreas K. Maier
Soroosh Tayebi Arasteh
LM&MA
110
0
0
13 Feb 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science
Kaiyuan Tian
Linbo Qiao
Baihui Liu
Gongqingjian Jiang
Dongsheng Li
31
0
0
21 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine
A Comprehensive Survey of Foundation Models in Medicine
Wasif Khan
Seowung Leem
Kyle B. See
Joshua K. Wong
Shaoting Zhang
R. Fang
AI4CE
LM&MA
VLM
95
16
0
17 Jan 2025
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
Scott Geng
Cheng-Yu Hsieh
Vivek Ramanujan
Matthew Wallingford
Chun-Liang Li
Pang Wei Koh
Ranjay Krishna
DiffM
55
6
0
03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
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
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network
Ritik Mehta
Olha Jurecková
Mark Stamp
57
30
0
25 Dec 2024
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology
  Report Generation
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation
Steven Song
Anirudh Subramanyam
Irene Madejski
Robert L. Grossman
MedIm
VLM
98
0
0
25 Nov 2024
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records
  using Decoder-Only Transformers
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers
Hojjat Karami
David Atienza
Anisoara Ionescu
60
1
0
20 Nov 2024
A Benchmark for Long-Form Medical Question Answering
A Benchmark for Long-Form Medical Question Answering
Pedram Hosseini
Jessica M. Sin
Bing Ren
Bryceton G. Thomas
Elnaz Nouri
Ali Farahanchi
Saeed Hassanpour
ELM
LM&MA
AI4MH
35
0
0
14 Nov 2024
GuidelineGuard: An Agentic Framework for Medical Note Evaluation with
  Guideline Adherence
GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence
MD Ragib Shahriyear
AI4TS
LM&MA
29
0
0
09 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI
  Applications and Their Challenges
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
Z. Wang
Hanyin Wang
Benjamin P. Danek
Ying Li
Christina Mack
Hoifung Poon
Y. Wang
Pranav Rajpurkar
J. Sun
LM&MA
30
1
0
28 Oct 2024
Demystifying Large Language Models for Medicine: A Primer
Demystifying Large Language Models for Medicine: A Primer
Qiao Jin
Nicholas Wan
Robert Leaman
Shubo Tian
Zhizheng Wang
...
Chunhua Weng
Ronald M. Summers
Qingyu Chen
Yifan Peng
Zhiyong Lu
LM&MA
32
3
0
24 Oct 2024
Prompting and Fine-Tuning of Small LLMs for Length-Controllable
  Telephone Call Summarization
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization
David Thulke
Yingbo Gao
Rricha Jalota
Christian Dugast
Hermann Ney
14
3
0
24 Oct 2024
DeLLiriuM: A large language model for delirium prediction in the ICU
  using structured EHR
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
Miguel Contreras
Sumit Kapoor
Jiaqing Zhang
Andrea Davidson
Yuanfang Ren
Ziyuan Guan
T. Ozrazgat-Baslanti
Subhash Nerella
A. Bihorac
Parisa Rashidi
24
1
0
22 Oct 2024
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays,
  ECGs, and Diagnostic Report
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report
Samrajya Thapa
Koushik Howlader
Subhankar Bhattacharjee
Wei le
MedIm
19
1
0
21 Oct 2024
Fine-tuning foundational models to code diagnoses from veterinary health
  records
Fine-tuning foundational models to code diagnoses from veterinary health records
Mayla R. Boguslav
Adam Kiehl
David Kott
G. Joseph Strecker
Tracy Webb
Nadia Saklou
Terri Ward
Michael Kirby
LM&MA
12
0
0
19 Oct 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs
Hamed Fayyaz
Raphael Poulain
Rahmatollah Beheshti
29
1
0
18 Oct 2024
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
Syeda Nahida Akter
Shrimai Prabhumoye
John Kamalu
S. Satheesh
Eric Nyberg
M. Patwary
M. Shoeybi
Bryan Catanzaro
LRM
SyDa
ReLM
89
1
0
15 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
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
27
5
0
14 Oct 2024
Fine-Tuning In-House Large Language Models to Infer Differential
  Diagnosis from Radiology Reports
Fine-Tuning In-House Large Language Models to Infer Differential Diagnosis from Radiology Reports
Luoyao Chen
Revant Teotia
Antonio Verdone
Aidan Cardall
Lakshay Tyagi
Yiqiu Shen
S. Chopra
LM&MA
22
0
0
11 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
Yuxin Xiao
Shujian Zhang
Wenxuan Zhou
Marzyeh Ghassemi
Sanqiang Zhao
44
0
0
07 Oct 2024
LoGra-Med: Long Context Multi-Graph Alignment for Medical
  Vision-Language Model
LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model
Duy M. H. Nguyen
N. T. Diep
Trung Q. Nguyen
Hoang-Bao Le
Tai Nguyen
...
Pengtao Xie
Roger Wattenhofer
James Zhou
Daniel Sonntag
Mathias Niepert
VLM
49
1
0
03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
30
4
0
03 Oct 2024
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics
Yuan Zhou
Peng Zhang
Mengya Song
Alice Zheng
Yiwen Lu
Zhiheng Liu
Yong Chen
Zhaohan Xi
LM&MA
30
1
0
02 Oct 2024
A Two-Stage Proactive Dialogue Generator for Efficient Clinical
  Information Collection Using Large Language Model
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model
Xueshen Li
Xinlong Hou
Nirupama Ravi
Ziyi Huang
Yu Gan
LM&MA
18
0
0
02 Oct 2024
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography
Yuexi Du
John Onofrey
Nicha Dvornek
VLM
38
0
0
26 Sep 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
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
Fine Tuning Large Language Models for Medicine: The Role and Importance
  of Direct Preference Optimization
Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization
Thomas Savage
Stephen Ma
Abdessalem Boukil
Vishwesh Patel
Ekanath Rangan
Ivan Rodriguez
Jonathan H. Chen
LM&MA
32
2
0
19 Sep 2024
Towards Democratizing Multilingual Large Language Models For Medicine
  Through A Two-Stage Instruction Fine-tuning Approach
Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach
Meng Zhou
Surajsinh Parmar
Anubhav Bhatti
LM&MA
28
0
0
09 Sep 2024
A Survey for Large Language Models in Biomedicine
A Survey for Large Language Models in Biomedicine
Chong Wang
Mengyao Li
Junjun He
Zhongruo Wang
Erfan Darzi
...
Yi Yu
Pietro Liò
Tianyun Wang
Yu Guang Wang
Yiqing Shen
LM&MA
34
9
0
29 Aug 2024
Biomedical Large Languages Models Seem not to be Superior to Generalist
  Models on Unseen Medical Data
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
Felix J. Dorfner
Amin Dada
Felix Busch
Marcus R. Makowski
T. Han
...
Jens Kleesiek
Madhumita Sushil
Jacqueline Lammert
Lisa Christine Adams
Keno K. Bressem
ELM
AI4MH
LM&MA
31
4
0
25 Aug 2024
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