医学 AI

Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling

Xiaoyang Wang, Christopher C. Yang

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

Comments Accepted to the 13th IEEE International Conference on Healthcare Informatics (IEEE ICHI 2025)

IoT-Based Real-Time Medical-Related Human Activity Recognition Using Skeletons and Multi-Stage Deep Learning for Healthcare

Subrata Kumer Paul, Abu Saleh Musa Miah, Rakhi Rani Paul, Md. Ekramul Hamid, Jungpil Shin, Md Abdur Rahim

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

Motif Discovery Framework for Psychiatric EEG Data Classification

Melanija Kraljevska, Katerina Hlavackova-Schindler, Lukas Miklautz, Claudia Plant

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

Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits

Wangying Yang, Zitao Zheng, Zhizhong Wu, Bo Zhang, Yuanfang Yang

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

A Comparative Study on Machine Learning Models to Classify Diseases Based on Patient Behaviour and Habits

Elham Musaaed, Nabil Hewahi, Abdulla Alasaadi

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

Journal ref Journal of Artificial Intelligence and Systems, 2024, 6, 34-58 https://iecscience.org/journals/AIS ISSN Online: 2642-2859

Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search

Edward Kim, Manil Shrestha, Richard Foty, Tom DeLay, Vicki Seyfert-Margolis

专题命中 临床大模型 ：CT(abstract)；分类 cs.LG

Comments 10 pages, 3 figures, Work published in 4th Workshop on Knowledge Graphs and Big Data (In Conjunction with IEEE Big Data 2024)

PT: A Plain Transformer is Good Hospital Readmission Predictor

Zhenyi Fan, Jiaqi Li, Dongyu Luo, Yuqi Yuan

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

Automated Patient Positioning with Learned 3D Hand Gestures

Zhongpai Gao, Abhishek Sharma, Meng Zheng, Benjamin Planche, Terrence Chen, Ziyan Wu

专题命中 临床大模型 ：MRI(abstract)；分类 cs.CV

Comments Accepted by WACV2025

Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective

Andrew Jesson, Nicolas Beltran-Velez, David Blei

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

Paddy Disease Detection and Classification Using Computer Vision Techniques: A Mobile Application to Detect Paddy Disease

Bimarsha Khanal, Paras Poudel, Anish Chapagai, Bijan Regmi, Sitaram Pokhrel, Salik Ram Khanal

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

Comments 21 pages,12 figures and 2 tables

Galvanic Body-Coupled Powering for Wireless Implanted Neurostimulators

Asif Iftekhar Omi, Emma Farina, Anyu Jiang, Adam Khalifa, Shriya Srinivasan, Baibhab Chatterjee

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

Comments 5 pages

NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision

Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali, Tryphon Lambrou, Anh Nguyen, Yash Raj Shrestha, Angus Watson, Danail Stoyanov, Prashnna Gyawali, Binod Bhattarai

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

MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records

Eric Yang, Pengfei Hu, Xiaoxue Han, Yue Ning

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

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi

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

Comments NeurIPS 2024

Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining

Xu Yan, Yaoting Jiang, Wenyi Liu, Didi Yi, Jianjun Wei

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

GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease

Favour Nerrise, Alice Louise Heiman, Ehsan Adeli

专题命中 临床大模型 ：分类 cs.LG、q-bio、eess.IV；medical image(comments)；biomedical(comments)

Comments Accepted by the 6th Workshop on GRaphs in biomedicAl Image anaLysis (GRAIL) at the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024). 12 pages, 3 figures, 2 tables, Source Code: https://github.com/favour-nerrise/GAMMA-PD

Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model

Mehdi Neshat, Michael Phipps, Chris A. Browne, Nicole T. Vargas, Seyedali Mirjalili

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

IGCN: Integrative Graph Convolution Networks for patient level insights and biomarker discovery in multi-omics integration

Cagri Ozdemir, Mohammad Al Olaimat, Yashu Vashishath, Serdar Bozdag, Alzheimer's Disease Neuroimaging Initiative

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

Benchmarking Reliability of Deep Learning Models for Pathological Gait Classification

Abhishek Jaiswal, Nisheeth Srivastava

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

Comments 23 pages, Accepted in Machine Learning for Healthcare(MLHC) 2024, JMLR Volume 252

Journal ref JMLR Volume 252, year 2024

Voice Disorder Analysis: a Transformer-based Approach

Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis

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

Comments Accepted at Interspeech 2024

Journal ref Proc. Interspeech 2024, 3040-3044

A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting

Cheng Wan, Chenjie Xie, Longfei Liu, Dan Wu, Ye Li

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

Comments 5 pages, 2 figures

Oral squamous cell detection using deep learning

Samrat Kumar Dev Sharma

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

Comments This paper is 13 pages and 9 picture

Multi-task Heterogeneous Graph Learning on Electronic Health Records

Tsai Hor Chan, Guosheng Yin, Kyongtae Bae, Lequan Yu

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

Comments Accepted by Neural Networks

Enhancing Wrist Fracture Detection with YOLO

Ammar Ahmed, Ali Shariq Imran, Abdul Manaf, Zenun Kastrati, Sher Muhammad Daudpota

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

Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review

Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Minqi Xiong, Meirong Xiao, Yilin Li, Huiying Zhao, Guilan Kong

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

Comments 28 pages, 5 figures

TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records

Mohammad Al Olaimat, Serdar Bozdag

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

Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study

Alissa A. Valentine, Alexander W. Charney, Isotta Landi

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

Comments NeurIPS: Queer in AI Workshop [QueerIPS], New Orleans, December 2023

Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models

Federica Caforio, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph Augustin, Gundolf Haase, Gernot Plank, Alfio Quarteroni

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

Comments Accepted for publication in Computational Mechanics

Plant Doctor: A hybrid machine learning and image segmentation software to quantify plant damage in video footage

Marc Josep Montagut Marques, Liu Mingxin, Kuri Thomas Shiojiri, Tomika Hagiwara, Kayo Hirose, Kaori Shiojiri, Shinjiro Umezu

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

Comments 29 pages, 10 figures, 2 tables

Knowledge-Induced Medicine Prescribing Network for Medication Recommendation

Ahmad Wisnu Mulyadi, Heung-Il Suk

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