医学 AI - arXivDaily 专题

2112.01134 2021-12-03 eess.IV 57%

Data Stream Stabilization for Optical Coherence Tomography Volumetric Scanning

Guiqiu Liao, Oscar Caravaca-Mora, Benoit Rosa, Philippe Zanne, Alexandre Asch, Diego Dall Alba, Paolo Fiorini, Michel de Mathelin, Florent Nageotte, Michalina J. Gora

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

Comments 11pages, 5 figures

Journal ref IEEE TMRB, 2021

2112.00314 2021-12-02 stat.ML cs.LG 57%

Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm

Shunan Yao, Bradley Rava, Xin Tong, Gareth James

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2111.15347 2021-12-01 cs.LG 57%

Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers

William E. Carson, Dmitry Isaev, Samatha Major, Guillermo Sapiro, Geraldine Dawson, David Carlson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 5 pages, 3 figures

2111.09939 2021-11-22 cs.LG cs.AI 57%

Explainable predictions of different machine learning algorithms used to predict Early Stage diabetes

V. Vakil, S. Pachchigar, C. Chavda, S. Soni

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Under review at another conference

2111.08667 2021-11-17 cs.LG cs.AI 57%

Machine Learning and Ensemble Approach Onto Predicting Heart Disease

Aaditya Surya

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 7 pages

2111.08230 2021-11-17 cs.LG 57%

Selective Ensembles for Consistent Predictions

Emily Black, Klas Leino, Matt Fredrikson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Preprint

2103.00221 2021-11-09 cs.LG 57%

RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data

Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2111.00659 2021-11-02 cs.CV 57%

Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection

Yueyuan Ao, Hong Wu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2011.02852 2021-10-27 math.NA cs.LG cs.NA math.AP 57%

Neural networks for classification of strokes in electrical impedance tomography on a 3D head model

Valentina Candiani, Matteo Santacesaria

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 17 pages, 11 figures

Journal ref Mathematics in Engineering, 4(4), 1-22, 2022

2110.13110 2021-10-26 cs.CV 57%

Diagnosing Errors in Video Relation Detectors

Shuo Chen, Pascal Mettes, Cees G. M. Snoek

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments BMVC 2021

2110.13023 2021-10-26 cs.LG cs.SD eess.AS 57%

ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease

Yash Kumar, Piyush Maheshwari, Shreyansh Joshi, Veeky Baths

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2110.12647 2021-10-26 cs.CV 57%

Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function

Dehao Huang, Jintao Cheng, Rui Fan, Zhihao Su, Qiongxiong Ma, Jie Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 6 pages, 3 figures

2110.09929 2021-10-22 cs.LG cs.LO 57%

Minimal Multi-Layer Modifications of Deep Neural Networks

Idan Refaeli, Guy Katz

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2103.01702 2021-10-22 cs.CV 57%

An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images

Alexandros Papadopoulos, Fotis Topouzis, Anastasios Delopoulos

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 11 pages

Journal ref Sci Rep 11, 14326 (2021)

2010.02006 2021-10-22 cs.LG stat.ML 57%

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task

Han Wu, Wenjie Ruan, Jiangtao Wang, Dingchang Zheng, Bei Liu, Yayuan Gen, Xiangfei Chai, Jian Chen, Kunwei Li, Shaolin Li, Sumi Helal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by IEEE Transactions on Artificial Intelligence, 2021

Journal ref IEEE Transactions on Artificial Intelligence, 2021

2110.08030 2021-10-18 cs.LG 57%

Identifying Incorrect Classifications with Balanced Uncertainty

Bolian Li, Zige Zheng, Changqing Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2110.07898 2021-10-18 cs.AI cs.SE eess.SP physics.data-an 57%

Certainty Modeling of a Decision Support System for Mobile Monitoring of Exercise induced Respiratory Conditions

Chinazunwa Uwaoma, Gunjan. Mansingh

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

2104.05570 2021-10-13 cs.CV cs.AI 57%

Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings

Bowen Li, Xinping Ren, Ke Yan, Le Lu, Lingyun Huang, Guotong Xie, Jing Xiao, Dar-In Tai, Adam P. Harrison

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Main body includes 10 pages and 3 figures

2110.03109 2021-10-08 cs.LG 57%

Consistent Counterfactuals for Deep Models

Emily Black, Zifan Wang, Matt Fredrikson, Anupam Datta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2110.01410 2021-10-05 cs.LG 57%

Development of an autism screening classification model for toddlers

Afef Saihi, Hussam Alshraideh

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 12 pages

2010.11748 2021-09-30 stat.ML cs.LG 57%

Classification with Rejection Based on Cost-sensitive Classification

Nontawat Charoenphakdee, Zhenghang Cui, Yivan Zhang, Masashi Sugiyama

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 40 pages. Added the discussion of the recent work by Gangrade et al. (2021) at the end of Section 3.4, where the idea of constructing cost-sensitive classifiers for classification with rejection has also been explored in a different framework of classification with rejection (where the goal is not minimizing the 0-1-c risk as in our paper)

1904.06044 2021-09-30 cs.CV 57%

Unsupervised Method to Localize Masses in Mammograms

Bilal Ahmed Lodhi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref IEEE Access, vol. 9, pp. 99327-99338, 2021

2001.02522 2021-09-29 cs.LG cs.AI stat.ML 57%

On Interpretability of Artificial Neural Networks: A Survey

Fenglei Fan, Jinjun Xiong, Mengzhou Li, Ge Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2109.12323 2021-09-28 cs.LG 57%

Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?

Gregory B. Rehm, Chao Wang, Irene Cortes-Puch, Chen-Nee Chuah, Jason Adams

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2109.12307 2021-09-28 cs.CV cs.AI cs.MM 57%

Multi-Modal Multi-Instance Learning for Retinal Disease Recognition

Xirong Li, Yang Zhou, Jie Wang, Hailan Lin, Jianchun Zhao, Dayong Ding, Weihong Yu, Youxin Chen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted by ACM Multimedia 2021 (Main Track)

2106.05997 2021-09-17 cs.LG cs.CR cs.LO cs.SC 57%

Verifying Quantized Neural Networks using SMT-Based Model Checking

Luiz Sena, Xidan Song, Erickson Alves, Iury Bessa, Edoardo Manino, Lucas Cordeiro, Eddie de Lima Filho

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Changes with respect to the previous version: improved explanation of our methodology in Section 3; improved and extended experimental evaluation in Section 4; added comparison with the state of the art in Section 4.5

2004.14545 2021-09-14 cs.LG cs.AI stat.ML 57%

Explainable Deep Learning: A Field Guide for the Uninitiated

Gabrielle Ras, Ning Xie, Marcel van Gerven, Derek Doran

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Survey paper on Explainable Deep Learning, 70 pages including references, 13 figures, 5 tables

2109.02248 2021-09-07 cs.LG 57%

Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data

Mohammed Amine Gharsallaoui, Islem Rekik

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2109.01306 2021-09-06 cs.LG 57%

J-Score: A Robust Measure of Clustering Accuracy

Navid Ahmadinejad, Li Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2106.07502 2021-08-31 cs.LG cs.SE 57%

Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field

Yining Huang, Meilian Chen, Keke Tang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 13 pages, 2 figures

1. 诊断辅助 8277 篇

Data Stream Stabilization for Optical Coherence Tomography Volumetric Scanning

Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm

Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers

Explainable predictions of different machine learning algorithms used to predict Early Stage diabetes

Machine Learning and Ensemble Approach Onto Predicting Heart Disease

Selective Ensembles for Consistent Predictions

RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data

Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection

Neural networks for classification of strokes in electrical impedance tomography on a 3D head model

Diagnosing Errors in Video Relation Detectors

ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease

Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function

Minimal Multi-Layer Modifications of Deep Neural Networks

An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task

Identifying Incorrect Classifications with Balanced Uncertainty

Certainty Modeling of a Decision Support System for Mobile Monitoring of Exercise induced Respiratory Conditions

Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings

Consistent Counterfactuals for Deep Models

Development of an autism screening classification model for toddlers

Classification with Rejection Based on Cost-sensitive Classification

Unsupervised Method to Localize Masses in Mammograms

On Interpretability of Artificial Neural Networks: A Survey

Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?

Multi-Modal Multi-Instance Learning for Retinal Disease Recognition

Verifying Quantized Neural Networks using SMT-Based Model Checking

Explainable Deep Learning: A Field Guide for the Uninitiated

Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data

J-Score: A Robust Measure of Clustering Accuracy

Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field