医学 AI

Precision-Recall Curve (PRC) Classification Trees

Jiaju Miao, Wei Zhu

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

Journal ref Evolutionary Intelligence 2022

Breath analysis by ultra-sensitive broadband laser spectroscopy detects SARS-CoV-2 infection

Qizhong Liang, Ya-Chu Chan, Jutta Toscano, Kristen K. Bjorkman, Leslie A. Leinwand, Roy Parker, Eva S. Nozik, David J. Nesbitt, Jun Ye

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

Human Gesture and Gait Analysis for Autism Detection

Sania Zahan, Zulqarnain Gilani, Ghulam Mubashar Hassan, Ajmal Mian

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

Comments Accepted for publication at FGAHI@CVPR2023

Heterogeneous Oblique Double Random Forest

M. A. Ganaie, M. Tanveer, I. Beheshti, N. Ahmad, P. N. Suganthan

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

Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT

Mingzhe Hu, Shaoyan Pan, Yuheng Li, Xiaofeng Yang

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

Connecting Fairness in Machine Learning with Public Health Equity

Shaina Raza

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

Overview of processing techniques for surface electromyography signals

Alejandra Manjarres-Triana, Juan Acevedo-Serna, Andrés A. Ramírez-Duque, Mario F. Jiménez, Edith Pulido-Herrera, John J. Villarejo Mayor

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

Comments 11 pages, 7 figures

Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations

Daniel Flores-Araiza, Francisco Lopez-Tiro, Jonathan El-Beze, Jacques Hubert, Miguel Gonzalez-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul

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

Comments This paper has been accepted at the LatinX in Computer Vision Research Workshop at CVPR2023 as a full paper and it will appear on the CVPR proceedings

DeLag: Using Multi-Objective Optimization to Enhance the Detection of Latency Degradation Patterns in Service-based Systems

Luca Traini, Vittorio Cortellessa

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

Comments Accepted for publication in IEEE Transactions on Software Engineering (TSE)

Multi-Modal Perceiver Language Model for Outcome Prediction in Emergency Department

Sabri Boughorbel, Fethi Jarray, Abdulaziz Al Homaid, Rashid Niaz, Khalid Alyafei

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

MR Elastography with Optimization-Based Phase Unwrapping and Traveling Wave Expansion-based Neural Network (TWENN)

Shengyuan Ma, Runke Wang, Suhao Qiu, Ruokun Li, Qi Yue, Qingfang Sun, Liang Chen, Fuhua Yan, Guang-Zhong Yang, Yuan Feng

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

Model-Free Reconstruction of Capacity Degradation Trajectory of Lithium-Ion Batteries Using Early Cycle Data

Seongyoon Kim, Hangsoon Jung, Minho Lee, Yun Young Choi, Jung-Il Choi

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

Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection

Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng

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

Comments Accepted ICASSP 2023 (will update with IEEE vision later)

Unsupervised Anomaly Detection with Local-Sensitive VQVAE and Global-Sensitive Transformers

Mingqing Wang, Jiawei Li, Zhenyang Li, Chengxiao Luo, Bin Chen, Shu-Tao Xia, Zhi Wang

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

Comments 4 pages, 3 figures, 4 tables

Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection

Haiming Yao, Wenyong Yu, Wei Luo, Zhenfeng Qiang, Donghao Luo, Xiaotian Zhang

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

Comments Submission to IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Deep Linear Discriminant Analysis with Variation for Polycystic Ovary Syndrome Classification

Raunak Joshi, Abhishek Gupta, Himanshu Soni, Ronald Laban

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

Comments 7 pages, 5 figures. To appear in proceedings of Intelligent Computing and Networking (IC-ICN 2022)

Master's Thesis: Out-of-distribution Detection with Energy-based Models

Sven Elflein

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

Comments Master's Thesis

Acceleration-guided Acoustic Signal Denoising Framework Based on Learnable Wavelet Transform Applied to Slab Track Condition Monitoring

Baorui Dai, Gaëtan Frusque, Qi Li, Olga Fink

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

TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks

Shyam Sundar Saravanan, Tie Luo, Mao Van Ngo

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

Comments To appear in the Proceedings of PAKDD 2023 (27th Pacific-Asia Conference on Knowledge Discovery and Data Mining)

A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study

Yaozhi Lu, Shahab Aslani, An Zhao, Ahmed Shahin, David Barber, Mark Emberton, Daniel C. Alexander, Joseph Jacob

专题命中 诊断辅助 ：CT(abstract)；分类 cs.LG

Rice paddy disease classifications using CNNs

Charles O'Neill

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

Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs

Fangda Li, Zhiqiang Hu, Wen Chen, Avinash Kak

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

Automation of reversible steganographic coding with nonlinear discrete optimisation

Ching-Chun Chang

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

Journal ref Connection Science (2022), vol. 34, no. 1, 1719-1735

Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech

Thomas Searle, Zina Ibrahim, Richard Dobson

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

Comments Submitted to INTERSPEECH 2020: Alzheimer's Dementia Recognition through Spontaneous Speech The ADReSS Challenge Workshop

Journal ref Interspeech 2020

Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images

Deyun Zhang, Shijia Geng, Yang Zhou, Weilun Xu, Guodong Wei, Kai Wang, Jie Yu, Qiang Zhu, Yongkui Li, Yonghong Zhao, Xingyue Chen, Rui Zhang, Zhaoji Fu, Rongbo Zhou, Yanqi E, Sumei Fan, Qinghao Zhao, Chuandong Cheng, Nan Peng, Liang Zhang, Linlin Zheng, Jianjun Chu, Hongbin Xu, Chen Tan, Jian Liu, Huayue Tao, Tong Liu, Kangyin Chen, Chenyang Jiang, Xingpeng Liu, Shenda Hong

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

Comments 47 pages, 29 figures

Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation

Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao

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

Why is the prediction wrong? Towards underfitting case explanation via meta-classification

Sheng Zhou, Pierre Blanchart, Michel Crucianu, Marin Ferecatu

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

Journal ref 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2022, Shenzhen, China. pp.1-9

Bridge Damage Cause Estimation Using Multiple Images Based on Visual Question Answering

Tatsuro Yamane, Pang-jo Chun, Ji Dang, Takayuki Okatani

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

Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies

Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch

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

Comments Accepted at IEEE ISBI 2023

A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation

Jinxia Zhang, Xinyi Chen, Haikun Wei, Kanjian Zhang

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

Comments 12 pages, 7 figures