Axial-to-lateral super-resolution for 3D fluorescence microscopy using unsupervised deep learning
Hyoungjun Park
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Myeongsu Na
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Bumju Kim
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Soohyun Park
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Ki Hean Kim
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Sunghoe Chang
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Jong Chul Ye
2021-04-19
Population genetics in microchannels
Anzhelika Koldaeva
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Hsieh-Fu Tsai
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Amy Q. Shen
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Simone Pigolotti
2021-04-09
Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements
Siming Zuo
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Kianoush Nazarpour
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Dario Farina
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Philip Broser
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Hadi Heidari
2021-04-05
Physical model simulator-trained neural network for computational 3D phase imaging of multiple-scattering samples
Alex Matlock
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Lei Tian
2021-03-29
Motion Estimation for Optical Coherence Elastography Using Signal Phase and Intensity
Hossein Khodadadi
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Orcun Goksel
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Sabine Kling
2021-03-19
Unsupervised Missing Cone Deep Learning in Optical Diffraction Tomography
Hyungjin Chung
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Jaeyoung Huh
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Geon Kim
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Yong Keun Park
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Jong Chul Ye
2021-03-16
A learning-based view extrapolation method for axial super-resolution
Zhaolin Xiao
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Jinglei Shi
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Xiaoran Jiang
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Christine Guillemot
2021-03-11
Deep learning can differentiate IDH-mutant from IDH-wild type GBM
Luca Pasquini
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Antonio Napolitano
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Emanuela Tagliente
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Francesco Dellepiane
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Martina Lucignani
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Antonello Vidiri
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Giulio Ranazzi
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Antonella Stoppacciaro
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Giulia Moltoni
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Matteo Nicolai
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Andrea Romano
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Alberto Di Napoli
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Alessandro Bozzao
2021-02-24
Detection of Winding Axial Deformation in Power Transformers by UWB Radar Imaging
Mohammad S. Golsorkhi
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M. A. Hejazi
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G. B. Gharepetian
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Razieh Mosayebi
2021-02-21
Detection of Transformer Winding Axial Displacement by Kirchhoff and Delay and sum Radar Imaging Algorithms
Mohammad S. Golsorkhi
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R. Mosayebi
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M. A. Hejazi
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G. B. Gharehpetian
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H. Sheikhzadeh
2021-02-21
Axial Residual Networks for CycleGAN-based Voice Conversion
Jaeseong You
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Gyuhyeon Nam
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Dalhyun Kim
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Gyeongsu Chae
2021-02-16
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks
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Sven Koehler
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Tarique Hussain
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Zach Blair
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Tyler Huffaker
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Florian Ritzmann
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Animesh Tandon
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Thomas Pickardt
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Samir Sarikouch
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Heiner Latus
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Gerald Greil
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Ivo Wolf
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Sandy Engelhardt
2021-01-19
Channelized Axial Attention for Semantic Segmentation
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Ye Huang
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Wenjing Jia
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Xiangjian He
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Liu Liu
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Yuxin Li
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DaCheng Tao
2021-01-19
VideoGen: Generative Modeling of Videos using VQ-VAE and Transformers
Anonymous
2021-01-01
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views?
Yi Ding
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Wei Zheng
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Guozheng Wu
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Ji Geng
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Mingsheng Cao
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Zhiguang Qin
2020-12-21
Virtual Source Synthetic Aperture for Accurate Lateral Displacement Estimation in Ultrasound Elastography
Morteza Mirzaei
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Amir Asif
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Hassan Rivaz
2020-12-19
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm
Ti Bai
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Biling Wang
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Dan Nguyen
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Steve Jiang
2020-11-30
MRI Images Analysis Method for Early Stage Alzheimer's Disease Detection
Achraf Ben Miled
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Taoufik Yeferny
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Amira ben Rabeh
2020-11-27
Accurate and Rapid Diagnosis of COVID-19 Pneumonia with Batch Effect Removal of Chest CT-Scans and Interpretable Artificial Intelligence
Rassa Ghavami Modegh
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Mehrab Hamidi
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Saeed Masoudian
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Amir Mohseni
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Hamzeh Lotfalinezhad
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Mohammad Ali Kazemi
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Behnaz Moradi
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Mahyar Ghafoori
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Omid Motamedi
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Omid Pournik
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Kiara Rezaei-Kalantari
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Amirreza Manteghinezhad
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Shaghayegh Haghjooy Javanmard
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Fateme Abdoli Nezhad
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Ahmad Enhesari
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Mohammad Saeed Kheyrkhah
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Razieh Eghtesadi
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Javid Azadbakht
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Akbar Aliasgharzadeh
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Mohammad Reza Sharif
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Ali Khaleghi
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Abbas Foroutan
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Hossein Ghanaati
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Hamed Dashti
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Hamid R. Rabiee
2020-11-23
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging
Hojjat Salehinejad
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Edward Ho
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Hui-Ming Lin
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Priscila Crivellaro
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Oleksandra Samorodova
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Monica Tafur Arciniegas
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Zamir Merali
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Suradech Suthiphosuwan
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Aditya Bharatha
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Kristen Yeom
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Muhammad Mamdani
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Jefferson Wilson
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Errol Colak
2020-10-26
Recurrent neural network-based volumetric fluorescence microscopy
Luzhe Huang
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Yilin Luo
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Yair Rivenson
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Aydogan Ozcan
2020-10-21
Efficient and high accuracy 3-D OCT angiography motion correction in pathology
Stefan B. Ploner
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Martin F. Kraus
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Eric M. Moult
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Lennart Husvogt
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Julia Schottenhamml
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A. Yasin Alibhai
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Nadia K. Waheed
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Jay S. Duker
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James G. Fujimoto
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Andreas K. Maier
2020-10-14
Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy
Kyrollos Yanny
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Nick Antipa
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William Liberti
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Sam Dehaeck
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Kristina Monakhova
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Fanglin Linda Liu
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Konlin Shen
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Ren Ng
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Laura Waller
2020-10-12
Learning an optimal PSF-pair for ultra-dense 3D localization microscopy
Elias Nehme
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Boris Ferdman
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Lucien E. Weiss
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Tal Naor
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Daniel Freedman
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Tomer Michaeli
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Yoav Shechtman
2020-09-29
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI
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Anneke Meyer
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Grzegorz Chlebus
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Marko Rak
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Daniel Schindele
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Martin Schostak
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Bram van Ginneken
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Andrea Schenk
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Hans Meine
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Horst K. Hahn
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Andreas Schreiber
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Christian Hansen
2020-09-23
Reconstruct high-resolution multi-focal plane images from a single 2D wide field image
Jiabo Ma
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Sibo Liu
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Shenghua Cheng
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Xiuli Liu
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Li Cheng
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Shaoqun Zeng
2020-09-21
Improving axial resolution in SIM using deep learning
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Miguel Boland
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Edward A. K. Cohen
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Seth Flaxman
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Mark A. A. Neil
2020-09-04
Reinforced Axial Refinement Network for Monocular 3D Object Detection
Lijie Liu
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Chufan Wu
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Jiwen Lu
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Lingxi Xie
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Jie zhou
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Qi Tian
2020-08-31
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans
Muhammad Aleem
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Rahul Raj
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Arshad Khan
2020-08-21
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
Hyungjin Chung
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Eunju Cha
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Leonard Sunwoo
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Jong Chul Ye
2020-08-04
Polarized Optical-Flow Gyroscope
Masada Tzabari
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Yoav Y. Schechner
2020-08-01
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction
Changhee Han
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Leonardo Rundo
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Kohei Murao
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Tomoyuki Noguchi
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Yuki Shimahara
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Zoltan Adam Milacski
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Saori Koshino
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Evis Sala
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Hideki Nakayama
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Shinichi Satoh
2020-07-24
Multi-Subspace Neural Network for Image Recognition
Chieh-Ning Fang
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Chin-Teng Lin
2020-06-17
MetNet: A Neural Weather Model for Precipitation Forecasting
Casper Kaae Sønderby
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Lasse Espeholt
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Jonathan Heek
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Mostafa Dehghani
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Avital Oliver
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Tim Salimans
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Shreya Agrawal
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Jason Hickey
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Nal Kalchbrenner
2020-03-24
Single-shot autofocusing of microscopy images using deep learning
Yilin Luo
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Luzhe Huang
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Yair Rivenson
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Aydogan Ozcan
2020-03-21
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents
Anirudh Chandrashekar
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Ashok Handa
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Natesh Shivakumar
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Pierfrancesco Lapolla
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Vicente Grau
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Regent Lee
2020-03-02
Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks
Sven Koitka
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Lennard Kroll
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Eugen Malamutmann
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Arzu Oezcelik
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Felix Nensa
2020-02-25
Automatic Frame Selection using CNN in Ultrasound Elastography
Abdelrahman Zayed
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Guy Cloutier
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Hassan Rivaz
2020-02-17
Fast and robust multiplane single molecule localization microscopy using deep neural network
Toshimitsu Aritake
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Hideitsu Hino
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Shigeyuki Namiki
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Daisuke Asanuma
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Kenzo Hirose
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Noboru Murata
2020-01-07
DeepFocus: a Few-Shot Microscope Slide Auto-Focus using a Sample Invariant CNN-based Sharpness Function
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Adrian Shajkofci
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Michael Liebling
2020-01-02
Improved Spectral Imaging Microscopy for Cultural Heritage through Oblique Illumination
Lindsay Oakley
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Stephanie Zaleski
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Billie Males
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Ollie Cossairt
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Marc Walton
2020-01-01
Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning
Muhammad Usman
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Byoung-Dai Lee
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Shi Sub Byon
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Sung Hyun Kim
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Byung-ilLee
2019-12-31
Axial Attention in Multidimensional Transformers
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Jonathan Ho
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Nal Kalchbrenner
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Dirk Weissenborn
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Tim Salimans
2019-12-20