医学 AI

An AI-Enabled Framework Within Reach for Enhancing Healthcare Sustainability and Fairness

Bin Huang, Changchen Zhao, Zimeng Liu, Shenda Hong, Baochang Zhang, Hao Lu, Zhijun Liu, Wenjin Wang, Hui Liu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments 16 pages, 5 figures

Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept

Alexandre Trilla, Ossee Yiboe, Nenad Mijatovic, Jordi Vitrià

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 2nd Workshop on Causal Inference and Machine Learning in Practice at the KDD 2024 Conference. arXiv admin note: text overlap with arXiv:2407.11056

Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis

Honglin Li, Yusuan Sun, Chenglu Zhu, Yunlong Zhang, Shichuan Zhang, Zhongyi Shui, Pingyi Chen, Jingxiong Li, Sunyi Zheng, Can Cui, Lin Yang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process

Eduardo Fernandes Montesuma, Michela Mulas, Fred Ngolè Mboula, Francesco Corona, Antoine Souloumiac

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 16 pages, 9 figures, 5 tables. Accepted as a Workshop paper at the ECML-PKDD 2024 conference

HMM for Discovering Decision-Making Dynamics Using Reinforcement Learning Experiments

Xingche Guo, Donglin Zeng, Yuanjia Wang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

iNNspector: Visual, Interactive Deep Model Debugging

Thilo Spinner, Daniel Fürst, Mennatallah El-Assady

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 41 pages paper, 4 pages references, 3 pages appendix, 19 figures, 2 tables

On the Opportunities of (Re)-Exploring Atmospheric Science by Foundation Models: A Case Study

Lujia Zhang, Hanzhe Cui, Yurong Song, Chenyue Li, Binhang Yuan, Mengqian Lu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 28 pages, 12 figures

Statistical Batch-Based Bearing Fault Detection

Victoria Jorry, Zina-Sabrina Duma, Tuomas Sihvonen, Satu-Pia Reinikainen, Lassi Roininen

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing

Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey Caterino, Ping Zhang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments To be published in KDD 2024

Correlating Stroke Risk with Non-Invasive Tracing of Brain Blood Dynamic via a Portable Speckle Contrast Optical Spectroscopy Laser Device

Yu Xi Huang, Simon Mahler, Aidin Abedi, Julian Michael Tyszka, Yu Tung Lo, Patrick D. Lyden, Jonathan Russin, Charles Liu, Changhuei Yang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.IV

Comments 12 pages, 4 figures

ToDER: Towards Colonoscopy Depth Estimation and Reconstruction with Geometry Constraint Adaptation

Zhenhua Wu, Yanlin Jin, Liangdong Qiu, Xiaoguang Han, Xiang Wan, Guanbin Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering

Rui Zhu, Di Tang, Siyuan Tang, Guanhong Tao, Shiqing Ma, Xiaofeng Wang, Haixu Tang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Journal ref NDSS Symposium 2024

TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision

Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Tryphon Lambrou, Prashnna Gyawali, Binod Bhattarai

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

TeethDreamer: 3D Teeth Reconstruction from Five Intra-oral Photographs

Chenfan Xu, Zhentao Liu, Yuan Liu, Yulong Dou, Jiamin Wu, Jiepeng Wang, Minjiao Wang, Dinggang Shen, Zhiming Cui

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments MICCAI2024

Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept

Alexandre Trilla, Rajesh Rajendran, Ossee Yiboe, Quentin Possamaï, Nenad Mijatovic, Jordi Vitrià

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments Accepted for the Causal Inference for Time Series Data Workshop at the 40th Conference on Uncertainty in Artificial Intelligence (CI4TS 2024)

Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification

Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 20 pages, 11 figures

Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval

Vaibhav Balloli, Sara Beery, Elizabeth Bondi-Kelly

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted at Human-Centred AI Track at IJCAI 2024

Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight

Zhiqiang Xie, Yujia Zheng, Lizi Ottens, Kun Zhang, Christos Kozyrakis, Jonathan Mace

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey

Yixuan Wu, Kaiyuan Hu, Danny Z. Chen, Jian Wu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Lifestyle-Informed Personalized Blood Biomarker Prediction via Novel Representation Learning

A. Ali Heydari, Naghmeh Rezaei, Javier L. Prieto, Shwetak N. Patel, Ahmed A. Metwally

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Idiographic Personality Gaussian Process for Psychological Assessment

Yehu Chen, Muchen Xi, Jacob Montgomery, Joshua Jackson, Roman Garnett

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 9 pages, 4 figures

DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification

Belal Ahmad, Mohd Usama, Tanvir Ahmad, Adnan Saeed, Shabnam Khatoon, Min Chen

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Comments 23 pages, 18 figures, 6 tables

Hypernetworks for Personalizing ASR to Atypical Speech

Max Müller-Eberstein, Dianna Yee, Karren Yang, Gautam Varma Mantena, Colin Lea

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Diffusion Transformer Model With Compact Prior for Low-dose PET Reconstruction

Bin Huang, Xubiao Liu, Lei Fang, Qiegen Liu, Bingxuan Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV

Predicting Elevated Risk of Hospitalization Following Emergency Department Discharges

Dat Hong, Philip M. Polgreen, Alberto Maria Segre

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey

Jiayuan Chen, You Shi, Changyan Yi, Hongyang Du, Jiawen Kang, Dusit Niyato

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation

Kukjin Choi, Jihun Yi, Jisoo Mok, Sungroh Yoon

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 4 figures, IEEE Transactions on Emerging Topics in Computational Intelligence

Learning with Noisy Labels through Learnable Weighting and Centroid Similarity

Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA

Hao Mark Chen, Liam Castelli, Martin Ferianc, Hongyu Zhou, Shuanglong Liu, Wayne Luk, Hongxiang Fan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2308.06849

Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels

Gonzalo Uribarri, Federico Barone, Alessio Ansuini, Erik Fransén

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 18 pages, 5 figures, 3 tables