Yifan Peng

发表

End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging

Stephen P. Boyd, Yifan Peng, Gordon Wetzstein, 2018, ACM Trans. Graph..

A study of relation extraction for biomedical text

Yifan Peng, Yifan Peng, 2016 .

Towards VR and AR: 360° light field display with mid-air interaction

Yifan Peng, Xu Liu, Rui Wang, 2016, SIGGRAPH ASIA Emerging Technologies.

Fine-Grained Lesion Annotation in CT Images With Knowledge Mined From Radiology Reports

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction

Yifan Peng, Wolfgang Heidrich, Tiancheng Sun, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Automatic Classification and Reporting of Multiple Common Thorax Diseases Using Chest Radiographs

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

NegBio: a high-performance tool for negation and uncertainty detection in radiology reports

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2017, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Studying Relationships between Human Gaze, Description, and Computer Vision

Yifan Peng, Gregory J. Zelinsky, Dimitris Samaras, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Deep Optics for Single-Shot High-Dynamic-Range Imaging

Yifan Peng, Gordon Wetzstein, Christopher A. Metzler, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A generalizable NLP framework for fast development of pattern-based biomedical relation extraction systems

Yifan Peng, Manabu Torii, Cathy H. Wu, 2014, BMC Bioinformatics.

Method and system of building hospital-scale chest x-ray database for entity extraction and weakly-supervised classification and localization of common thorax diseases

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2018 .

Wirtinger holography for near-eye displays

Yifan Peng, Felix Heide, Henry Fuchs, 2019, ACM Trans. Graph..

Extracting chemical–protein relations with ensembles of SVM and deep learning models

Yifan Peng, Zhiyong Lu, Ramakanth Kavuluru, 2018, Database J. Biol. Databases Curation.

A deep learning approach for automated detection of geographic atrophy from color fundus photographs

Yifan Peng, Zhiyong Lu, Qingyu Chen, 2019, Ophthalmology.

miRTex: A Text Mining System for miRNA-Gene Relation Extraction

Yifan Peng, Cathy H. Wu, Karen E. Ross, 2015, PLoS Comput. Biol..

An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining

Qingyu Chen, Yifan Peng, Zhiyong Lu, 2020, BIONLP.

Chemical-protein relation extraction with ensembles of SVM, CNN, and RNN models pdf

Yifan Peng, Zhiyong Lu, Ramakanth Kavuluru, 2018, ArXiv.

Comment Generation for Source Code: State of the Art, Challenges and Opportunities pdf

Yifan Peng, Xiaoran Wang, Benwen Zhang, 2018, ArXiv.

Exploring the role of gaze behavior and object detection in scene understanding

Yifan Peng, Gregory J. Zelinsky, Dimitris Samaras, 2013, Front. Psychol..

Focal sweep imaging with multi-focal diffractive optics

Yifan Peng, Xiong Dun, Wolfgang Heidrich, 2018, 2018 IEEE International Conference on Computational Photography (ICCP).

Mix-and-match holography

Yifan Peng, Xiong Dun, Wolfgang Heidrich, 2017, TOGS.

BioCreative VI Precision Medicine Track: creating a training corpus for mining protein-protein interactions affected by mutations

Yifan Peng, Zhiyong Lu, Sun Kim, 2017, BioNLP.

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

Deep learning for extracting protein-protein interactions from biomedical literature pdf

Yifan Peng, Zhiyong Lu, Zhiyong Lu, 2017, BioNLP.

Modelling eye movements in a categorical search task

Yifan Peng, Dimitris Samaras, Gregory J Zelinsky, 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

BioC interoperability track overview

Yifan Peng, Zhiyong Lu, Karin M. Verspoor, 2014, Database J. Biol. Databases Curation.

Computing high quality phase-only holograms for holographic displays

Yifan Peng, Henry Fuchs, Praneeth Chakravarthula, 2020, AR, VR, MR.

Neural Holography

Yifan Peng, Gordon Wetzstein, Jonghyun Kim, 2020, SIGGRAPH Emerging Technologies.

LitVar: a semantic search engine for linking genomic variant data in PubMed and PMC

Yifan Peng, Zhiyong Lu, Alexis Allot, 2018, Nucleic Acids Res..

A multi-task deep learning model for the classification of Age-related Macular Degeneration

Yifan Peng, Zhiyong Lu, Qingyu Chen, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Improving chemical disease relation extraction with rich features and weakly labeled data

Yifan Peng, Zhiyong Lu, Chih-Hsuan Wei, 2016, Journal of Cheminformatics.

A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs

Yifan Peng, Zhiyong Lu, Emily Y. Chew, 2019, AMIA.

Opportunities and obstacles for deep learning in biology and medicine

Yifan Peng, Wei Xie, Yanjun Qi, 2017 .

iSimp in BioC standard format: enhancing the interoperability of a sentence simplification system

Yifan Peng, Manabu Torii, Cathy H. Wu, 2014, Database J. Biol. Databases Curation.

BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID

André L. M. Santos, Yifan Peng, Sophia Ananiadou, 2016, Database J. Biol. Databases Curation.

COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2020, IEEE Transactions on Big Data.

MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation

Youbao Tang, Ronald M. Summers, Yifan Peng, 2019, MICCAI.

Holographic near-eye displays based on overlap-add stereograms

Yifan Peng, Gordon Wetzstein, Nitish Padmanaban, 2019, ACM Trans. Graph..

The diffractive achromat full spectrum computational imaging with diffractive optics

Yifan Peng, Wolfgang Heidrich, Felix Heide, 2016, ACM Trans. Graph..

Towards VR and AR enhancement: light field display with mid-air interaction

Yifan Peng, Xu Liu, Rui Wang, 2016, SIGGRAPH ASIA Virtual Reality meets Physical Reality.

BioC-compatible full-text passage detection for protein–protein interactions using extended dependency graph

Yifan Peng, Cathy H. Wu, Cecilia N. Arighi, 2016, Database J. Biol. Databases Curation.

Assessing the state of the art in biomedical relation extraction: overview of the BioCreative V chemical-disease relation (CDR) task

Yifan Peng, Zhiyong Lu, Thomas C. Wiegers, 2016, Database J. Biol. Databases Curation.

BioSentVec: creating sentence embeddings for biomedical texts

Yifan Peng, Zhiyong Lu, Qingyu Chen, 2018, 2019 IEEE International Conference on Healthcare Informatics (ICHI).

An extended dependency graph for relation extraction in biomedical texts

Yifan Peng, Cathy H. Wu, K. Vijay-Shanker, 2015, BioNLP@IJCNLP.

Text Mining Radiology Reports for Deep Learning Radiology Images

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2017, AMIA.

Learned large field-of-view imaging with thin-plate optics

Yifan Peng, Gordon Wetzstein, Xiong Dun, 2019, ACM Trans. Graph..

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

A self-attention based deep learning method for lesion attribute detection from CT reports

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, 2019 IEEE International Conference on Healthcare Informatics (ICHI).

DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs

Yifan Peng, Zhiyong Lu, Qingyu Chen, 2018, Ophthalmology.

TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Depth and Transient Imaging with Compressive SPAD Array Cameras

Yifan Peng, Xiong Dun, Wolfgang Heidrich, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

When text simplification is not enough: could a graph-based visualization facilitate consumers' comprehension of dietary supplement information? pdf

Yifan Peng, Sicheng Zhou, Rui Zhang, 2020, ArXiv.

iSimp: A sentence simplification system for biomedicail text

Yifan Peng, Manabu Torii, Cathy H. Wu, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

CU-UD: text-mining drug and chemical-protein interactions with ensembles of BERT-based models pdf

Yifan Peng, K. Vijay-Shanker, Mehmet Efruz Karabulut, 2021, ArXiv.

Extended dependency graph for BioC-compatible protein-protein interaction ( PPI ) passage detection in full-text articles

Yifan Peng, Cathy H. Wu, Cecilia Arighi, 2015 .

Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images or color fundus photographs in AREDS2.

Yifan Peng, Zhiyong Lu, Qingyu Chen, 2020, Ophthalmology.