NeurIPS 2024 Workshop AIM-FM Submissions

Do Histopathological Foundation Models Eliminate Batch Effects? A Comparative Study
Jonah Kömen, Hannah Marienwald, Jonas Dippel, Julius Hense
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
Yue Yang, Mona Gandhi, Yufei Wang, Yifan Wu, Michael S Yao, Chris Callison-Burch, James Gee, Mark Yatskar
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
An Autonomous Dual-channel Entity Recognition Method for Chinese Acupuncture
Changshuai Zhang, Yuxin Zhang, Wenjun Tan
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Do Large Language Models have Shared Weaknesses in Medical Question Answering?
Andrew Michael Bean, Karolina Korgul, Felix Krones, Robert McCraith, Adam Mahdi
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Med-FastSAM: Improving Transfer Efficiency of SAM to Domain-Generalised Medical Image Segmentation
Yuxiang Luo, Qing Xu, Jinglei Feng, Guangwu Qian, Wenting Duan
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Assessment of Medical Foundation Models for Survival Prediction with Whole Slide Images
Elena Spirina Menand
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
MambaHealth: A Lightweight Foundation Model for Efficient Drug Recommendation
Yuda Wang, Xuxin He, Shengxin Zhu
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks?
Sicheng Wang, Che Liu, Rossella Arcucci
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Generative AI in the Hospital: A Participatory Assessment of Healthcare Needs and Challenges
Giorgia Carra, Bogdan Kulynych, François Bastardot, Noémie Boillat-Blanco, Jean Louis Raisaro
- Published: 09 Dec 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Reject
- Readers: Everyone
Explaining Chest X-ray Pathology Models using Textual Concepts
Vijay Sadashivaiah, Pingkun Yan, James Hendler
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis using Large Language Models
Rajat Rawat, Hudson McBride, Rajarshi Ghosh, Dhiyaan Chakkresh Nirmal, Jong Moon, Dhruv Alamari, Kevin Zhu, Sean O'Brien
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Towards a Personal Health Large Language Model
Justin Cosentino, Anastasiya Belyaeva, Xin Liu, Zhun Yang, Yun Liu, Shyam A. Tailor, Tim Althoff, John B Hernandez, Yossi Matias, Greg Corrado, Shwetak Patel, SHRAVYA SHETTY, Jiening Zhan, Daniel McDuff, Cory Y McLean
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Learning biologically relevant features in a pathology foundation model using sparse autoencoders
Nhat Minh Le, Neel Patel, Ciyue Shen, Blake Martin, Alfred Eng, Chintan Shah, Sean Grullon, Dinkar Juyal
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Federated Self-Supervised Single-cell Clustering of scRNA-seq Data
Shentong Mo
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Masked Modeling for Single-cell Clustering of scRNA‐seq Data
Shentong Mo
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Cell Instance Segmentation with Large Vision Model for Circulating Aberrant Cells Identification through Fluorescence In Situ Hybridization Images
Zhenyu REN, Huajia Wang, Yinglan Kuang, Xing Lu
- Published: 09 Dec 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Reject
- Readers: Everyone
Deep Generative Models Unveil Patterns in Medical Images Through Vision- “Language” Conditioning
Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems
Mohita Chowdhury, Yajie Vera He, Ernest Lim, Aisling Higham
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
VidLPRO: A Video-Language Pre-training Framework for Robotic and Laparoscopic Surgery
Mohammadmahdi Honarmand, Muhammad Abdullah Jamal, Omid Mohareri
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Data Adaptive Few-shot Multi-label Segmentation with Foundation Model
Gurunath Reddy, Dattesh D. Shanbhag, Deepa Anand
- Published: 09 Dec 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Reject
- Readers: Everyone
MSA-LM: Integrating DNA-level Inductive Biases into DNA Language Models
Vishrut Thoutam
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting
Jie Xu, LiXiaokang, Chengyuyue, Chen Ma, Yi Guo, Yuanyuan Wang
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Necessity of Uncertainty Quantification for Audio-driven Healthcare Diagnosis
Shubham Kulkarni, Hideaki Watanabe, Fuminori Homma
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Training Free Adaptive Text Classification through Aggregated Large Language Models
Iman Zare Estakhraji, Allison Li, Andreas Markus Loening, Akshay S Chaudhari, R. Marc Lebel
- Published: 09 Dec 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Reject
- Readers: Everyone
Integrating Image Interpretation and Textual Context for Improved Breast Imaging Classification
Halil Ibrahim Gulluk, Olivier Gevaert
- Published: 12 Oct 2024, Last Modified: 15 Dec 2024
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone