医学 AI

VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions

Xian Teng, Yongsu Ahn, Yu-Ru Lin

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

ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography

Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang

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

Comments To be published in MICCAI 2023

2D-Shapley: A Framework for Fragmented Data Valuation

Zhihong Liu, Hoang Anh Just, Xiangyu Chang, Xi Chen, Ruoxi Jia

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

Comments 25 pages, 13 figures, ICML 2023

An Estimator for the Sensitivity to Perturbations of Deep Neural Networks

Naman Maheshwari, Nicholas Malaya, Scott Moe, Jaydeep P. Kulkarni, Sudhanva Gurumurthi

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

Comments Actual work and paper concluded in January 2019

Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions

Huidong Xie, Bo Zhou, Xiongchao Chen, Xueqi Guo, Stephanie Thorn, Yi-Hwa Liu, Ge Wang, Albert Sinusas, Chi Liu

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

Comments Early accepted by MICCAI 2023 in Vancouver, Canada

Neuron Sensitivity Guided Test Case Selection for Deep Learning Testing

Dong Huang, Qingwen Bu, Yichao Fu, Yuhao Qing, Bocheng Xiao, Heming Cui

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

Learning Discriminative Visual-Text Representation for Polyp Re-Identification

Suncheng Xiang, Cang Liu, Sijia Du, Dahong Qian

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

Fully Bayesian VIB-DeepSSM

Jadie Adams, Shireen Elhabian

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

Comments Accepted to MICCAI 2023. 13 pages, 4 figures, appendix

RELEAF: An Algorithm for Learning and Exploiting Relevance

Cem Tekin, Mihaela van der Schaar

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

Comments to appear in IEEE Journal of Selected Topics in Signal Processing, 2015

Machine Learning for Ranking f-wave Extraction Methods in Single-Lead ECGs

Noam Ben-Moshe, Shany Biton, Kenta Tsutsui, Mahmoud Suleiman, Leif Sörnmo, Joachim A. Behar

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

A Survey on Change Detection Techniques in Document Images

Abhinandan Kumar Pun, Mohammed Javed, David S. Doermann

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

Comments Submitted to International Conference on Computer Vision and Machine Intelligence (CVMI) 2023

A Scenario-Based Functional Testing Approach to Improving DNN Performance

Hong Zhu, Thi Minh Tam Tran, Aduen Benjumea, Andrew Bradley

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

Comments The paper is accepted to appear in the proceedings of IEEE 17th International Conference on Service-oriented Systems Engineering (IEEE SOSE 2023) as an invited paper of 2023 IEEE CISOSE Congress

UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis

Pham Vu Hung, Nguyen Duy Manh, Nguyen Thi Oanh, Nguyen Thi Thuy, Dinh Viet Sang

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

Unveiling the Invisible: Enhanced Detection and Analysis of Deteriorated Areas in Solar PV Modules Using Unsupervised Sensing Algorithms and 3D Augmented Reality

Adel Oulefki, Yassine Himeur, Thaweesak Trongtiraku, Kahina Amara, Sos Agaian, Samir Benbelkacem, Mohamed Amine Guerroudji, Mohamed Zemmouri, Sahla Ferhat, Nadia Zenati, Shadi Atalla, Wathiq Mansoor

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

Comments 13 pages, 8 figures, 1 table

Restoring the saturation response of a PMT using pulse-shape and artificial-neural-networks

Hyun-Gi Lee, Jungsic Park

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

Comments 10 pages, 8 figures and appendix

Variational Information Pursuit for Interpretable Predictions

Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin D. Haeffele, Donald Geman, René Vidal

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

Comments Code is available at https://github.com/ryanchankh/VariationalInformationPursuit

DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning

Xin Wang, Tao Tan, Yuan Gao, Luyi Han, Tianyu Zhang, Chunyao Lu, Regina Beets-Tan, Ruisheng Su, Ritse Mann

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

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference

Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Diez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li

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

Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks

Matthew Baugh, Jeremy Tan, Johanna P. Müller, Mischa Dombrowski, James Batten, Bernhard Kainz

专题命中 诊断辅助 ：MRI(abstract)；分类 cs.CV

Comments Early accepted to MICCAI 2023

A System for Differentiation of Schizophrenia and Bipolar Disorder based on rsfMRI

Daniela Janeva, Stefan Krsteski, Matea Tashkovska, Nikola Jovanovski, Tomislav Kartalov, Dimitar Taskovski, Zoran Ivanovski, Branislav Gerazov

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

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research

Tanjida Kabir, Luyao Chen, Muhammad F Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams

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

Comments 10 pages, 7 figures, 4 tables

Journal ref AMIA 2023 Informatics Summit

Continuous Online Extrinsic Calibration of Fisheye Camera and LiDAR

Jack Borer, Jeremy Tschirner, Florian Ölsner, Stefan Milz

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

Comments 4 pages

DEPAC: a Corpus for Depression and Anxiety Detection from Speech

Mashrura Tasnim, Malikeh Ehghaghi, Brian Diep, Jekaterina Novikova

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

Comments Accepted to the Eighth Workshop on Computational Linguistics and Clinical Psychology (CLPsych) at NAACL 2022

Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning

Ning Jiang, Gongshu Wang, Tianyi Yan

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

Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters

Varun Ramamohan, Shobhit Singhal, Aditya Raj Gupta, Nomesh Bhojkumar Bolia

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

Journal ref Journal of Simulation (2023)

A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease

Henry Musto, Daniel Stamate, Ida Pu, Daniel Stahl

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

Fault Detection in Induction Motors using Functional Dimensionality Reduction Methods

María Barroso, José M. Bossio, Carlos M. Alaíz, Ángela Fernández

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

Detection and classification of faults aimed at preventive maintenance of PV systems

Edgar Hernando Sepúlveda Oviedo, Louise Travé-Massuyès, Audine Subias, Marko Pavlov, Corinne Alonso

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

Journal ref XI Congreso Internacional de Ingenier{í}a Mec{á}nica, Mecatr{ó}nica y Automatizaci{ó}n 2023, Universidad Nacional de Colombia, Apr 2023, Carthag{è}ne, Colombia

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning

Brihat Sharma, Yanjun Gao, Timothy Miller, Matthew M. Churpek, Majid Afshar, Dmitriy Dligach

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

Comments Accepted to the Proceedings of the 5th Clinical NLP Workshop at ACL

Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders

Pedro Henrique da Costa Avelar, Min Wu, Sophia Tsoka

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