医学 AI

Tripletformer for Probabilistic Interpolation of Irregularly sampled Time Series

Vijaya Krishna Yalavarthi, Johannes Burchert, Lars Schmidt-thieme

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

Journal ref IEEE International Conference on BigData, 2023

Towards Conversational Diagnostic AI

Tao Tu, Anil Palepu, Mike Schaekermann, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin, Nenad Tomasev, Shekoofeh Azizi, Karan Singhal, Yong Cheng, Le Hou, Albert Webson, Kavita Kulkarni, S Sara Mahdavi, Christopher Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S Corrado, Yossi Matias, Alan Karthikesalingam, Vivek Natarajan

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

Comments 46 pages, 5 figures in main text, 19 figures in appendix

Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos

Juni Kim, Zhikang Dong, Pawel Polak

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

ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection

Yuncheng Jiang, Zixun Zhang, Yiwen Hu, Guanbin Li, Xiang Wan, Song Wu, Shuguang Cui, Silin Huang, Zhen Li

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

Comments codes available at https://github.com/yuncheng97/ECC-PolypDet/tree/main

Exploration of Adolescent Depression Risk Prediction Based on Census Surveys and General Life Issues

Qiang Li, Yufeng Wu, Zhan Xu, Hefeng Zhou

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

Synthesizing Rolling Bearing Fault Samples in New Conditions: A framework based on a modified CGAN

Maryam Ahang, Masoud Jalayer, Ardeshir Shojaeinasab, Oluwaseyi Ogunfowora, Todd Charter, Homayoun Najjaran

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

Comments 19 pages

Journal ref Sensors, 2022, 22(14), 5413

A Physics-Driven AI Approach for Microwave Imaging of Breast Tumors

Francesco Zardi, Luca Tosi, Marco Salucci, Andrea Massa

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

Deep learning in computed tomography pulmonary angiography imaging: a dual-pronged approach for pulmonary embolism detection

Fabiha Bushra, Muhammad E. H. Chowdhury, Rusab Sarmun, Saidul Kabir, Menatalla Said, Sohaib Bassam Zoghoul, Adam Mushtak, Israa Al-Hashimi, Abdulrahman Alqahtani, Anwarul Hasan

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

Comments Published in Expert Systems With Applications

Journal ref Expert Systems With Applications, Volume 245, 1 July 2024, 123029

Language-Assisted Deep Learning for Autistic Behaviors Recognition

Andong Deng, Taojiannan Yang, Chen Chen, Qian Chen, Leslie Neely, Sakiko Oyama

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

Comments Smart Health Journal

Tractable Function-Space Variational Inference in Bayesian Neural Networks

Tim G. J. Rudner, Zonghao Chen, Yee Whye Teh, Yarin Gal

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

Comments Published in Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

A Survey on Open-Set Image Recognition

Jiayin Sun, Qiulei Dong

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

Detecting anxiety from short clips of free-form speech

Prabhat Agarwal, Akshat Jindal, Shreya Singh

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

On support vector machines under a multiple-cost scenario

Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo

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

Journal ref Advances in Data Analysis and Classification (2019) 663-382

Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video

Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum

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

AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms

Chen Zhao, Zhihui Xu, Jingfeng Jiang, Michele Esposito, Drew Pienta, Guang-Uei Hung, Weihua Zhou

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

Comments 26 pages, 7 figures

Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units

Farivar Rajabi, J. J. McArthur

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

Comments 44 pages, 6 Tables, 7 Figures

Knowledge Trees: Gradient Boosting Decision Trees on Knowledge Neurons as Probing Classifier

Sergey A. Saltykov

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

Comments 10 pages, 7 figures, 4 tables

TrojFair: Trojan Fairness Attacks

Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang

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

Comments 12 pages, 2 figures

GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors

Dongyeop Jang, Tae-Rim Yun, Choong-Yeol Lee, Young-Kyu Kwon, Chang-Eop Kim

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

Comments 23 pages, 4 figures

A Novel Hybrid Ordinal Learning Model with Health Care Application

Lujia Wang, Hairong Wang, Yi Su, Fleming Lure, Jing Li

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

Comments 16 pages, 3 figures, 2 tables

Dementia Assessment Using Mandarin Speech with an Attention-based Speech Recognition Encoder

Zih-Jyun Lin, Yi-Ju Chen, Po-Chih Kuo, Likai Huang, Chaur-Jong Hu, Cheng-Yu Chen

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

Comments Accepted to IEEE ICASSP 2024

Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIs

Qiuhui Chen, Yi Hong

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

Comments WACV2024

Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings

Klim Kireev, Maksym Andriushchenko, Carmela Troncoso, Nicolas Flammarion

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

I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation

Asma Bensalah, Antonio Parziale, Giuseppe De Gregorio, Angelo Marcelli, Alicia Fornés, Lladós

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

Evaluating The Accuracy of Classification Algorithms for Detecting Heart Disease Risk

Alhaam Alariyibi, Mohamed El-Jarai, Abdelsalam Maatuk

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

Journal ref Machine Learning and Applications: An International Journal (MLAIJ) Vol.10, No.4, December 2023

Parkinson's Disease Detection through Vocal Biomarkers and Advanced Machine Learning Algorithms

Md Abu Sayed, Maliha Tayaba, MD Tanvir Islam, Md Eyasin Ul Islam Pavel, Md Tuhin Mia, Eftekhar Hossain Ayon, Nur Nob, Bishnu Padh Ghosh

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

Diagnosing Human-object Interaction Detectors

Fangrui Zhu, Yiming Xie, Weidi Xie, Huaizu Jiang

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

Explainable AI in Diagnosing and Anticipating Leukemia Using Transfer Learning Method

Wahidul Hasan Abir, Md. Fahim Uddin, Faria Rahman Khanam, Mohammad Monirujjaman Khan

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

Explainable AI using expressive Boolean formulas

Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadıoğlu, Sima E. Borujeni, Helmut G. Katzgraber

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

Comments 28 pages, 16 figures, 4 tables

Journal ref Mach. Learn. Knowl. Extr. 2023, 5(4), 1760-1795

HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms

Uddeshya Upadhyay, Sairam Bade, Arjun Puranik, Shahir Asfahan, Melwin Babu, Francisco Lopez-Jimenez, Samuel J. Asirvatham, Ashim Prasad, Ajit Rajasekharan, Samir Awasthi, Rakesh Barve

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

Comments Published at TMLR

Journal ref Transactions on Machine Learning Research (TMLR), 2023