Papers citing "Towards Generalist Biomedical AI"

33 / 133 papers shown

Title
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 45 0 0 06 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 24 10 0 01 Dec 2023
Towards Accurate Differential Diagnosis with Large Language Models Daniel J. McDuff M. Schaekermann Tao Tu Anil Palepu Amy Wang ... G. Corrado Yossi Matias Jacob Sunshine Alan Karthikesalingam Vivek Natarajan ELM LM&MA 40 73 0 30 Nov 2023
Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation Ryutaro Tanno D. G. Barrett Andrew Sellergren Sumedh Ghaisas Sumanth Dathathri ... S. Shetty Pushmeet Kohli Po-Sen Huang Alan Karthikesalingam Ira Ktena MedIm 27 11 0 30 Nov 2023
Pragmatic Radiology Report Generation Dang Nguyen Chacha Chen He He Chenhao Tan LM&MA MedIm 33 7 0 28 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu O. Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 42 7 0 28 Nov 2023
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Kwanyoung Kim Y. Oh S. Park H. Byun Joongyo Lee Jin Sung Kim Yong Bae Kim Jong Chul Ye 23 0 0 27 Nov 2023
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine Jie Lian Xufang Luo Caihua Shan Dongqi Han V. Vardhanabhuti Dongsheng Li 26 0 0 24 Nov 2023
Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors C. A. M. Heming Mohamed Abdalla Shahram Mohanna Monish Ahluwalia Linglin Zhang ... MinJae Woo Benjamin A. Fine J. Gichoya Leo Anthony Celi Laleh Seyyed-Kalantari CML 28 2 0 21 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 22 136 0 16 Nov 2023
Accuracy of a Vision-Language Model on Challenging Medical Cases Thomas A. Buckley James A. Diao Adam Rodman Arjun K. Manrai MedIm LM&MA 18 13 0 09 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 33 107 0 09 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 49 13 0 03 Nov 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 33 20 0 03 Nov 2023
Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation Lijian Xu Ziyu Ni Xinglong Liu Xiaosong Wang Hongsheng Li Shaoting Zhang MedIm LM&MA 24 4 0 02 Nov 2023
Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V Zhiling Yan Kai Zhang Rong-Er Zhou Lifang He Xiang Li Lichao Sun LM&MA 32 48 0 29 Oct 2023
MarineGPT: Unlocking Secrets of Ocean to the Public Ziqiang Zheng Jipeng Zhang Tuan-Anh Vu Shizhe Diao Yue Him Wong Tim Sai-Kit Yeung 41 11 0 20 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Issey Sukeda Masahiro Suzuki Hiroki Sakaji Satoshi Kodera LM&MA 25 7 0 16 Oct 2023
Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images Gabriele Campanella Ricky Kwan Eugene Fluder Jennifer Zeng A. Stock ... Adam J. Schoenfeld Chad M. Vanderbilt P. Kovatch Carlos Cordon-Cardo Thomas J. Fuchs MedIm 58 25 0 10 Oct 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework Mahyar Abbasian Iman Azimi Amir M. Rahmani Ramesh C. Jain AI4CE LM&MA 29 69 0 03 Oct 2023
Improving Length-Generalization in Transformers via Task Hinting Pranjal Awasthi Anupam Gupta 26 7 0 01 Oct 2023
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients Hanyin Wang Chufan Gao Christopher Dantona Bryan Hull Jimeng Sun LM&MA 26 57 0 22 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 278 0 14 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 26 65 0 31 Aug 2023
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie MedIm LM&MA 32 144 0 04 Aug 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 42 128 0 09 Jun 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 58 27 0 02 May 2023
Specialty-Oriented Generalist Medical AI for Chest CT Screening Chuang Niu Qing Lyu Christopher D. Carothers P. Kaviani Josh Tan P. Yan M. Kalra C. Whitlow Ge Wang 17 6 0 03 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 310 2,232 0 22 Mar 2023
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 244 344 0 22 Sep 2021
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 154 156 0 20 Oct 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,489 0 23 Jan 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 234 815 0 13 Sep 2019