医学 AI - arXivDaily 专题

2103.12628 2021-03-24 cs.LG 57%

Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs

Ramneet Kaur, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2007.01659 2021-03-23 stat.ML cs.LG 57%

Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain

Takahiro Mimori, Keiko Sasada, Hirotaka Matsui, Issei Sato

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 31 pages, 6 figures

2103.07808 2021-03-16 cs.LG cs.AI cs.CL 57%

Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification

Youngwoo Kim, Cheng Li, Bingyang Ye, Amir Tahmasebi, Javed Aslam

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2006.11845 2021-03-16 stat.ML cs.LG 57%

Classification Under Human Assistance

Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez-Rodriguez

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Published in AAAI 2021

1909.02963 2021-03-16 cs.LG stat.ML 57%

Regression Under Human Assistance

Abir De, Nastaran Okati, Paramita Koley, Niloy Ganguly, Manuel Gomez-Rodriguez

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Extended version of AAAI 2020 paper

2103.03788 2021-03-08 cs.LG stat.ML 57%

Loss Estimators Improve Model Generalization

Vivek Narayanaswamy, Jayaraman J. Thiagarajan, Deepta Rajan, Andreas Spanias

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2002.08159 2021-02-26 stat.ML cs.LG 57%

Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints

Robin Vogel, Aurélien Bellet, Stephan Clémençon

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 35 pages, 13 figures, 6 tables

2012.02029 2021-02-25 cs.CL cs.LG 57%

Predicting Early Indicators of Cognitive Decline from Verbal Utterances

Swati Padhee, Anurag Illendula, Megan Sadler, Valerie L. Shalin, Tanvi Banerjee, Krishnaprasad Thirunarayan, William L. Romine

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Camera-ready paper accepted for publication at IEEE BIBM 2020

2102.00811 2021-02-24 cs.CV 57%

Segmenting Microcalcifications in Mammograms and its Applications

Roee Zamir, Shai Bagon, David Samocha, Yael Yagil, Ronen Basri, Miri Sklair-Levy Meirav Galun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments To appear in SPIE medical imaging 2021

2102.06764 2021-02-16 cs.LG cs.AI cs.CY 57%

Technical Challenges for Training Fair Neural Networks

Valeriia Cherepanova, Vedant Nanda, Micah Goldblum, John P. Dickerson, Tom Goldstein

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2009.12631 2021-02-12 eess.IV 57%

Image quality enhancement in wireless capsule endoscopy with adaptive fraction gamma transformation and unsharp masking filter

Rezvan Ezatian, Donya Khaledyan, Kian Jafari, Morteza Heidari, Abolfazl Zargari Khuzani, Najmeh Mashhadi

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

Comments 7 pages, 7 figures

Journal ref 2020 IEEE Global Humanitarian Technology Conference (GHTC)

2102.04878 2021-02-10 eess.IV 57%

Active millimeter wave three-dimensional scan real-time imaging mechanism with a line antenna array

Yang Yu, Lingbo Qiao, Yingxin Wang, Ziran Zhao

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

2102.04554 2021-02-10 cs.AR cs.LG 57%

Feature Engineering for Scalable Application-Level Post-Silicon Debugging

Debjit Pal, Shobha Vasudevan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 15 pages, 13 figures, 9 tables

1908.00966 2021-02-10 cs.LG math.CO stat.ML 57%

Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer

Chun-An Chou, Qingtao Cao, Shao-Jen Weng, Che-Hung Tsai

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Artificial Intelligence in Medicine, 2020

2102.04214 2021-02-09 cs.LG cs.AI 57%

Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases

Gabriele Sottocornola, Fabio Stella, Markus Zanker

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2012.11432 2021-02-03 cs.CV stat.ML 57%

Towards the Localisation of Lesions in Diabetic Retinopathy

Samuel Ofosu Mensah, Bubacarr Bah, Willie Brink

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 8 pages, 4 figures, used svproc document class, Computing Conference 2021 - London

2005.14360 2021-01-29 eess.SP 57%

Digital twin, physics-based model, and machine learning applied to damage detection in structures

TG Ritto, FA Rochinha

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

Comments Preprint

2101.07299 2021-01-20 cs.CV 57%

Diagnostic Captioning: A Survey

John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail

专题命中诊断辅助：medical image(abstract)；分类 cs.CV

2101.05986 2021-01-18 cs.AI cs.CY cs.LG 57%

Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing

Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by ICDM'2020

2009.07738 2021-01-13 cs.LG stat.ML 57%

Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels

Alexander Lavin

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

2101.03604 2021-01-12 cs.CV 57%

Combining Neural Network Models for Blood Cell Classification

Indraneel Ghosh, Siddhant Kundu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2003.11336 2021-01-12 cs.CY cs.AI cs.LG cs.SI 57%

Mapping the Landscape of Artificial Intelligence Applications against COVID-19

Joseph Bullock, Alexandra Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Miguel Luengo-Oroz

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 39 pages, v2: much larger to reflect the significant increase in the size of the body of literature, v3: uploaded with JAIR page numbers and references

Journal ref Journal of Artificial Intelligence Research 69 (2020) 807-845

2101.02515 2021-01-08 cs.CV 57%

Learning Anthropometry from Rendered Humans

Song Yan, Joni-Kristian Kämäräinen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2010.00536 2021-01-06 cs.CV cs.AI 57%

A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users

Xing Liang, Anastassia Angelopoulou, Epaminondas Kapetanios, Bencie Woll, Reda Al-batat, Tyron Woolfe

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref ECCV 2020 Workshops. Lecture Notes in Computer Science, Vol 12536. Springer, Cham

2012.15575 2021-01-01 cs.CV 57%

A Deep Retinal Image Quality Assessment Network with Salient Structure Priors

Ziwen Xu, beiji Zou, Qing Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2012.13231 2020-12-29 cs.LG cs.AI 57%

Pain Assessment based on fNIRS using Bidirectional LSTMs

Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2007.01814 2020-12-29 cs.LG stat.ML 57%

DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction

Soheil Sadeghi Eshkevari, Martin Takáč, Shamim N. Pakzad, Majid Jahani

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Submitted to Elsevier

Journal ref Journal of Engineering Structures, Volume 229, 15 February 2021

2012.11333 2020-12-22 cs.IR cs.LG 57%

Ensemble model for pre-discharge icd10 coding prediction

Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 6 Pages, 2 Figures and 5 tables. Presented at AIDH (Australian Institute of Digital Health) Conference 2020

Journal ref AIDH (Australian Institute of Digital Health) 2020

2012.11327 2020-12-22 cs.IR cs.LG 57%

Collaborative residual learners for automatic icd10 prediction using prescribed medications

Yassien Shaalan, Alexander Dokumentov, Piyapong Khumrin, Krit Khwanngern, Anawat Wisetborisu, Thanakom Hatsadeang, Nattapat Karaket, Witthawin Achariyaviriya, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Terence Siganakis

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 6 Pages, 5 Figures and 4 tables. Presented at AIDH (Australian Institute of Digital Health) Conference 2020

Journal ref AIDH (Australian Institute of Digital Health) Conference 2020

2009.02528 2020-12-22 stat.AP eess.SP 57%

Structured Sparsity Modeling for Improved Multivariate Statistical Analysis based Fault Isolation

Wei Chen, Jiusun Zeng, Xiaobin Xu, Shihua Luo, Chuanhou Gao

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

Comments 36 pages, 12 figures

1. 诊断辅助 8277 篇

Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs

Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain

Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification

Classification Under Human Assistance

Regression Under Human Assistance

Loss Estimators Improve Model Generalization

Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints

Predicting Early Indicators of Cognitive Decline from Verbal Utterances

Segmenting Microcalcifications in Mammograms and its Applications

Technical Challenges for Training Fair Neural Networks

Image quality enhancement in wireless capsule endoscopy with adaptive fraction gamma transformation and unsharp masking filter

Active millimeter wave three-dimensional scan real-time imaging mechanism with a line antenna array

Feature Engineering for Scalable Application-Level Post-Silicon Debugging

Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer

Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases

Towards the Localisation of Lesions in Diabetic Retinopathy

Digital twin, physics-based model, and machine learning applied to damage detection in structures

Diagnostic Captioning: A Survey

Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing

Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels

Combining Neural Network Models for Blood Cell Classification

Mapping the Landscape of Artificial Intelligence Applications against COVID-19

Learning Anthropometry from Rendered Humans

A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users

A Deep Retinal Image Quality Assessment Network with Salient Structure Priors

Pain Assessment based on fNIRS using Bidirectional LSTMs

DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction

Ensemble model for pre-discharge icd10 coding prediction

Collaborative residual learners for automatic icd10 prediction using prescribed medications

Structured Sparsity Modeling for Improved Multivariate Statistical Analysis based Fault Isolation