output
20082025
most citedThe Future of Digital Health with Federated Learning

3.1k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

8 papers · 1 filter

cs.CY2024

The doctor will polygraph you now: ethical concerns with AI for fact-checking patients

James Anibal, Jasmine Gunkel, Shaheen Awan +10

Artificial intelligence (AI) methods have been proposed for the prediction of social behaviors which could be reasonably understood from patient-reported information. This raises n…

eess.IV2024★ 16 cited

Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification

Benjamin Hou, Sung-Won Lee, Jung-Min Lee +4

Purpose: To evaluate the performance of an automated deep learning method in detecting ascites and subsequently quantifying its volume in patients with liver cirrhosis and ovarian…

eess.IV2024★ 7 cited

Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification

Ricardo Bigolin Lanfredi, Pritam Mukherjee, Ronald Summers

In chest X-ray (CXR) image analysis, rule-based systems are usually employed to extract labels from reports for dataset releases. However, there is still room for improvement in la…

cs.CL2024★ 5 cited

Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports

Qingqing Zhu, Xiuying Chen, Qiao Jin +6

In radiology, Artificial Intelligence (AI) has significantly advanced report generation, but automatic evaluation of these AI-produced reports remains challenging. Current metrics,…

eess.IV2024

Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks

Kimberly Helm, Tejas Sudharshan Mathai, Boah Kim +3

Multi-parametric MRI of the body is routinely acquired for the identification of abnormalities and diagnosis of diseases. However, a standard naming convention for the MRI protocol…

cs.IR2024

Harnessing PubMed User Query Logs for Post Hoc Explanations of Recommended Similar Articles

Ashley Shin, Qiao Jin, James Anibal +1

Searching for a related article based on a reference article is an integral part of scientific research. PubMed, like many academic search engines, has a "similar articles" feature…

cs.CV2024★ 134 cited

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

Qiao Jin, Fangyuan Chen, Yiliang Zhou +15

Recent studies indicate that Generative Pre-trained Transformer 4 with Vision (GPT-4V) outperforms human physicians in medical challenge tasks. However, these evaluations primarily…

cs.CV2024

Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study

Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu +2

Purpose: Body composition measurements from routine abdominal CT can yield personalized risk assessments for asymptomatic and diseased patients. In particular, attenuation and volu…