医学 AI - arXivDaily 专题

2206.13758 2022-08-09 cs.LG eess.AS 57%

Exploring linguistic feature and model combination for speech recognition based automatic AD detection

Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by INTERSPEECH 2022

2208.02301 2022-08-05 cs.LG 57%

HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding

Weiming Ren, Ruijing Zeng, Tongzi Wu, Tianshu Zhu, Rahul G. Krishnan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear at Machine Learning for Healthcare Conference (MLHC2022)

2208.00461 2022-08-02 cs.LG 57%

Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks

Sergio A. Balanya, Juan Maroñas, Daniel Ramos

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 21 pages, journal article, 5 figures

2009.13554 2022-08-02 eess.SP 57%

Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features

Wei Yan Peh, John Thomas, Elham Bagheri, Rima Chaudhari, Sagar Karia, Rahul Rathakrishnan, Vinay Saini, Nilesh Shah, Rohit Srivastava, Yee-Leng Tan, Justin Dauwels

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

Comments 24 pages. For submission to International Journal of Neural Systems (IJNS)

2109.09847 2022-07-28 cs.LG stat.ML 57%

Fast TreeSHAP: Accelerating SHAP Value Computation for Trees

Jilei Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 22 pages (including 10-page appendix), 2 figures

2207.09457 2022-07-27 cs.LG cs.AI 57%

A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2207.11564 2022-07-26 cs.LG cs.AI 57%

A general-purpose method for applying Explainable AI for Anomaly Detection

John Sipple, Abdou Youssef

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 26th International Symposium on Intelligent Systems (ISMIS 2022)

2207.11255 2022-07-26 cs.LG cs.NA math.NA 57%

Learning Relaxation for Multigrid

Dmitry Kuznichov

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments This research was carried out under the supervision of Prof. Irad Yavneh and Prof. Ron Kimmel. XeLateX

2207.11244 2022-07-25 cs.CV 57%

Deep Learning Hyperparameter Optimization for Breast Mass Detection in Mammograms

Adarsh Sehgal, Muskan Sehgal, Hung Manh La, George Bebis

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2206.03256 2022-07-25 cs.CY cs.LG stat.AP stat.ME 57%

Flexible Group Fairness Metrics for Survival Analysis

Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sumantrak Mukherjee, Sebastian Vollmer

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted in DSHealth 2022 (Workshop on Applied Data Science for Healthcare)

2207.10506 2022-07-22 cs.CV 57%

Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network

Aline Sindel, Bettina Hohberger, Andreas Maier, Vincent Christlein

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 11 pages, 3 figures, 3 tables, accepted to MICCAI 2022

2206.12879 2022-07-19 cs.CL cs.LG cs.SD eess.AS 57%

Data Augmentation for Dementia Detection in Spoken Language

Anna Hlédiková, Dominika Woszczyk, Alican Akman, Soteris Demetriou, Björn Schuller

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted to INTERSPEECH 2022

2207.06802 2022-07-15 cs.LG 57%

GrabQC: Graph based Query Contextualization for automated ICD coding

Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2021)

2207.05811 2022-07-14 cs.LG cs.AI cs.CY 57%

Revealing Unfair Models by Mining Interpretable Evidence

Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2206.15189 2022-07-14 cs.CV 57%

Multi-Granularity Regularized Re-Balancing for Class Incremental Learning

Huitong Chen, Yu Wang, Qinghua Hu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2203.15937 2022-07-13 eess.AS cs.CL cs.LG 57%

Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment

Mu Yang, Kevin Hirschi, Stephen D. Looney, Okim Kang, John H. L. Hansen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted to Interspeech 2022

2203.15314 2022-07-13 cs.CV 57%

Cross-Modality High-Frequency Transformer for MR Image Super-Resolution

Chaowei Fang, Dingwen Zhang, Liang Wang, Yulun Zhang, Lechao Cheng, Junwei Han

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2205.11748 2022-07-07 cs.SD cs.LG eess.AS 57%

Deep Learning-based automated classification of Chinese Speech Sound Disorders

Yao-Ming Kuo, Shanq-Jang Ruan, Yu-Chin Chen, Ya-Wen Tu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Children 2022

Journal ref Children 2022, 9, 996

2206.14233 2022-06-30 cs.LG 57%

Gaussian Latent Dirichlet Allocation for Discrete Human State Discovery

Congyu Wu, Aaron Fisher, David Schnyer

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2206.13761 2022-06-29 cs.LG 57%

Classification of ADHD Patients Using Kernel Hierarchical Extreme Learning Machine

Sartaj Ahmed Salman, Zhichao Lian, Milad Taleby Ahvanooey, Hiroki Takahashi, Yuduo Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 8 pages, 6 figures. arXiv admin note: substantial text overlap with arXiv:2202.08953

2206.13232 2022-06-28 eess.AS cs.LG cs.SD 57%

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection

Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 5 pages, 1 figure, accepted by INTERSPEECH 2022

2110.05802 2022-06-28 cs.LG cs.DC 57%

Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking Platform

Zhen Xu, Sergio Escalera, Isabelle Guyon, Adrien Pavão, Magali Richard, Wei-Wei Tu, Quanming Yao, Huan Zhao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Patterns Cell Press 2022

2206.11826 2022-06-27 cs.CV 57%

Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency

Weijie Ma, Ye Zhu, Ruimao Zhang, Jie Yang, Yiwen Hu, Zhen Li, Li Xiang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Early Accepted by MICCAI 2022

2206.10536 2022-06-24 cs.CV cs.AI 57%

HealNet -- Self-Supervised Acute Wound Heal-Stage Classification

Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2206.11155 2022-06-23 cs.LG cs.CL cs.CY 57%

Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses

Keith Harrigian, Mark Dredze

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

2206.09346 2022-06-22 cs.LG cs.CY 57%

Fairness-aware Model-agnostic Positive and Unlabeled Learning

Ziwei Wu, Jingrui He

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2202.03673 2022-06-22 cs.LG stat.ML 57%

Calibrated Learning to Defer with One-vs-All Classifiers

Rajeev Verma, Eric Nalisnick

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at the International Conference on Machine Learning (ICML), 2022

2206.08974 2022-06-22 cs.LG 57%

DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction

Jean-Sébastien Dessureault, Daniel Massicotte

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2206.08093 2022-06-17 cs.LG stat.ML 57%

Applications of Machine Learning to the Identification of Anomalous ER Claims

Jesse B. Crawford, Nicholas Petela

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 15 pages, 12 figures

2206.07365 2022-06-16 cs.LG cs.AI 57%

Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases

Eman Yahia Alqaissi, Fahd Saleh Alotaibi, Muhammad Sher Ramzan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 13 pages, 4 figures, 6 tables

1. 诊断辅助 8277 篇

Exploring linguistic feature and model combination for speech recognition based automatic AD detection

HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding

Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks

Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features

Fast TreeSHAP: Accelerating SHAP Value Computation for Trees

A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms

A general-purpose method for applying Explainable AI for Anomaly Detection

Learning Relaxation for Multigrid

Deep Learning Hyperparameter Optimization for Breast Mass Detection in Mammograms

Flexible Group Fairness Metrics for Survival Analysis

Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network

Data Augmentation for Dementia Detection in Spoken Language

GrabQC: Graph based Query Contextualization for automated ICD coding

Revealing Unfair Models by Mining Interpretable Evidence

Multi-Granularity Regularized Re-Balancing for Class Incremental Learning

Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment

Cross-Modality High-Frequency Transformer for MR Image Super-Resolution

Deep Learning-based automated classification of Chinese Speech Sound Disorders

Gaussian Latent Dirichlet Allocation for Discrete Human State Discovery

Classification of ADHD Patients Using Kernel Hierarchical Extreme Learning Machine

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection

Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking Platform

Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency

HealNet -- Self-Supervised Acute Wound Heal-Stage Classification

Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses

Fairness-aware Model-agnostic Positive and Unlabeled Learning

Calibrated Learning to Defer with One-vs-All Classifiers

DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction

Applications of Machine Learning to the Identification of Anomalous ER Claims

Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases