医学 AI

Neural Radiance Fields for Novel View Synthesis in Monocular Gastroscopy

Zijie Jiang, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Kenji Miki

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted for EMBC 2024

DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning

Sicen Liu, Xiaolong Wang, Xianbing Zhao, Hao Chen

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments 11 pages, 4 figures

Confidential and Protected Disease Classifier using Fully Homomorphic Encryption

Aditya Malik, Nalini Ratha, Bharat Yalavarthi, Tilak Sharma, Arjun Kaushik, Charanjit Jutla

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

CPLLM: Clinical Prediction with Large Language Models

Ofir Ben Shoham, Nadav Rappoport

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments v2

Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare

Emre Can Acikgoz, Osman Batur İnce, Rayene Bench, Arda Anıl Boz, İlker Kesen, Aykut Erdem, Erkut Erdem

专题命中 临床大模型 ：healthcare AI(abstract)；分类 cs.LG

Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms

Diandian Guo, Manxi Lin, Jialun Pei, He Tang, Yueming Jin, Pheng-Ann Heng

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.CV

Comments 10 pages, 4 figures, 3 tables

Multi-Task Learning for Lung sound & Lung disease classification

Suma K, Deepali Koppad, Preethi Kumar, Neha A Kantikar, Surabhi Ramesh

专题命中 临床大模型 ：pathology(abstract)；分类 cs.LG

Towards System Modelling to Support Diseases Data Extraction from the Electronic Health Records for Physicians Research Activities

Bushra F. Alsaqer, Alaa F. Alsaqer, Amna Asif

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments 15 pages, 18 figures and 12 tables

MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features

Huayu Li, Ana S. Carreon-Rascon, Xiwen Chen, Geng Yuan, Ao Li

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks

Fahmida Liza Piya, Mehak Gupta, Rahmatollah Beheshti

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

Ruoqi Liu, Lingfei Wu, Ping Zhang

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments AAAI 2024 Main Track

Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data

Jianmin Chen, Robert H. Aseltine, Fei Wang, Kun Chen

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Determining the severity of Parkinson's disease in patients using a multi task neural network

María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Journal ref Multimedia Tools and Applications, Volume 83, pages 6077-6092, 2024

Temporal Subtyping of Alzheimer's Disease Using Medical Conditions Preceding Alzheimer's Disease Onset in Electronic Health Records

Zhe He, Shubo Tian, Arslan Erdengasileng, Neil Charness, Jiang Bian

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments 10 pages

HgbNet: predicting hemoglobin level/anemia degree from EHR data

Zhuo Zhi, Moe Elbadawi, Adam Daneshmend, Mine Orlu, Abdul Basit, Andreas Demosthenous, Miguel Rodrigues

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments ICLR 2024

Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models

K M Sajjadul Islam, Ayesha Siddika Nipu, Praveen Madiraju, Priya Deshpande

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments IEEE BigData 2023 - Sorrento, Italy. 10 Pages, 4 Figures, 5 Tables

MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction

Ziyue Yu, Jiayi Wang, Wuman Luo, Rita Tse, Giovanni Pau

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments Accepted by ICDM 2023

Patient Independent Interictal Epileptiform Discharge Detection

Matthew McDougall, Hezam Albaqami, Ghulam Mubashar Hassan, Amitava Datta

专题命中 临床大模型 ：diagnosis(abstract)；分类 eess.SP

Comments Accepted for publication at EMBC 2023

Variational Autoencoders for Anomaly Detection in Respiratory Sounds

Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments Published at ICANN 2022

On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers

Illia Horenko

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Comments 16 pages, 3 figures

Medical Profile Model: Scientific and Practical Applications in Healthcare

Pavel Blinov, Vladimir Kokh

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments 8 pages, code available at https://github.com/sberbank-ai-lab/mimic.profile, accepted for publication at IEEE JBHI

CloudBrain-MRS: An Intelligent Cloud Computing Platform for in vivo Magnetic Resonance Spectroscopy Preprocessing, Quantification, and Analysis

Xiaodie Chen, Jiayu Li, Dicheng Chen, Yirong Zhou, Zhangren Tu, Meijin Lin, Taishan Kang, Jianzhong Lin, Tao Gong, Liuhong Zhu, Jianjun Zhou, Lin Ou-yang, Jiefeng Guo, Jiyang Dong, Di Guo, Xiaobo Qu

专题命中 临床大模型 ：diagnosis(abstract)；分类 eess.SP

Comments 11 pages, 12 figures

Real-Time Superficial Vein Imaging System for Observing Abnormalities on Vascular Structures

Ayse Altay, Abdurrahman Gumus

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.CV

Journal ref Multimedia Tools and Applications (2023)

Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics

Zhuohang Li, Chao Yan, Xinmeng Zhang, Gharib Gharibi, Zhijun Yin, Xiaoqian Jiang, Bradley A. Malin

专题命中 临床大模型 ：biomedical(abstract)；分类 cs.LG

Explainable AI applications in the Medical Domain: a systematic review

Nicoletta Prentzas, Antonis Kakas, Constantinos S. Pattichis

专题命中 临床大模型 ：medical AI(abstract)；分类 cs.LG

SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets

Julian Suk, Christoph Brune, Jelmer M. Wolterink

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.LG

Comments First published in "12th International Conference on Functional Imaging and Modeling of the Heart" (FIMH), pp 445-454, 2023 by Springer Nature

Generative Adversarial Networks for Dental Patient Identity Protection in Orthodontic Educational Imaging

Mingchuan Tian, Wilson Weixun Lu, Kelvin Weng Chiong Foong, Eugene Loh

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.CV

Joint Denoising and Few-angle Reconstruction for Low-dose Cardiac SPECT Using a Dual-domain Iterative Network with Adaptive Data Consistency

Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Qiong Liu, Albert J. Sinusas, Chi Liu

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.CV

Comments 13 pages, 8 figures, 3 tables

3D Patient-specific Modelling and Characterisation of Muscle-Skeletal Districts

Martina Paccini, Giuseppe Patanè, Michela Spagnuolo

专题命中 临床大模型 ：diagnosis(abstract)；分类 cs.CV

Comments arXiv admin note: substantial text overlap with arXiv:2208.08983