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Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent

Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent

21 March 2025
Humza Nusrat
Bing Luo
Ryan Hall
Joshua Kim
H. Bagher-Ebadian
Anthony Doemer
B. Movsas
Kundan Thind
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent"

9 / 9 papers shown
Title
Optimizing Temperature for Language Models with Multi-Sample Inference
Optimizing Temperature for Language Models with Multi-Sample Inference
Weihua Du
Yiming Yang
Sean Welleck
122
3
0
07 Feb 2025
Sequential Large Language Model-Based Hyper-parameter Optimization
Sequential Large Language Model-Based Hyper-parameter Optimization
Kanan Mahammadli
Seyda Ertekin
216
5
0
27 Oct 2024
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design
  of Heuristics
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
Niki van Stein
Diederick Vermetten
Thomas Bäck
49
6
0
07 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey
What is the Role of Small Models in the LLM Era: A Survey
Lihu Chen
Gaël Varoquaux
ALM
197
32
0
10 Sep 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than
  Scaling Model Parameters
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Charlie Snell
Jaehoon Lee
Kelvin Xu
Aviral Kumar
LRM
193
692
0
06 Aug 2024
Automated radiotherapy treatment planning guided by GPT-4Vision
Automated radiotherapy treatment planning guided by GPT-4Vision
Sheng Liu
O. Pastor-Serrano
Yizheng Chen
Matthew Gopaulchan
Weixing Liang
...
Michael Gensheimer
P. Dong
Yong Yang
James Zou
Lei Xing
116
7
0
21 Jun 2024
Model Compression and Efficient Inference for Large Language Models: A
  Survey
Model Compression and Efficient Inference for Large Language Models: A Survey
Wenxiao Wang
Wei Chen
Yicong Luo
Yongliu Long
Zhengkai Lin
Liye Zhang
Binbin Lin
Deng Cai
Xiaofei He
MQ
85
57
0
15 Feb 2024
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAGMLLM
1.5K
14,699
0
15 Mar 2023
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
786
132,363
0
12 Jun 2017
1