Nahil Sobh - Publications, H-index & Citations

Nahil Sobh

University of Illinois System

24H指数

131论文数

2.7K被引数

收录论文 20

发表时间

EVATOM: an optical, label-free, machine learning assisted embryo health assessment tool

COMMUNICATIONS BIOLOGY

IF5.1

2024-03-05

OAAI

Goswami, Neha; Winston, Nicola; Choi, Wonho; Lai, Nastasia Z. E.; Arcanjo, Rachel B.; Chen, Xi; Sobh, Nahil; Nowak, Romana A.; Anastasio, Mark A.; Popescu, Gabriel

Deep learning operator network for plastic deformation with variable loads and material properties

ENGINEERING WITH COMPUTERS

IF4.9

2023-05-15

OAAI

Koric, Seid; Viswantah, Asha; Abueidda, Diab W.; Sobh, Nahil A.; Khan, Kamran

White blood cell detection, classification and analysis using phase imaging with computational specificity (PICS)

SCIENTIFIC REPORTS

IF3.9

2022-11-21

OAAI

Fanous, Michae J.; He, Shenghua; Sengupta, Sourya; Tangella, Krishnarao; Sobh, Nahil; Anastasio, Mark A.; Popescu, Gabriel

Cell Cycle Stage Classification Using Phase Imaging with Computational Specificity 使用具有计算特异性的相位成像进行细胞周期阶段分类

ACS PHOTONICS

IF6.7

2022-03-08

OAAI

He, Yuchen R.; He, Shenghua; Kandel, Mikhail E.; Lee, Young Jae; Hu, Chenfei; Sobh, Nahil; Anastasio, Mark A.; Popescu, Gabriel

Automatic Colorectal Cancer Screening Using Deep Learning in Spatial Light Interference Microscopy Data

CELLS

IF5.2

2022-02-17

OAAI

Zhang, Jingfang K.; Fanous, Michael; Sobh, Nahil; Kajdacsy-Balla, Andre; Popescu, Gabriel

Label-free screening of brain tissue myelin content using phase imaging with computational specificity (PICS)

APL PHOTONICS

IF5.3

2021-07-12

OAAI

Fanous, Michael; Shi, Chuqiao; Caputo, Megan P.; Rund, Laurie A.; Johnson, Rodney W.; Das, Tapas; Kuchan, Matthew J.; Sobh, Nahil; Popescu, Gabriel

Deep learning for plasticity and thermo-viscoplasticity

INTERNATIONAL JOURNAL OF PLASTICITY

IF12.8

2021-01-01

134

PREAI

Abueidda, Diab W.; Koric, Seid; Sobh, Nahil A.; Sehitoglu, Huseyin

Phase imaging with computational specificity (PICS) for measuring dry mass changes in sub-cellular compartments 具有计算特异性的相位成像 (PICS)，用于测量亚细胞区室中的干质量变化

NATURE COMMUNICATIONS

IF15.7

2020-12-07

114

OAAI

Kandel, Mikhail E.; He, Yuchen R.; Lee, Young Jae; Chen, Taylor Hsuan-Yu; Sullivan, Kathryn Michele; Aydin, Onur; Saif, M. Taher A.; Kong, Hyunjoon; Sobh, Nahil; Popescu, Gabriel

Deep learning for topology optimization of 2D metamaterials

MATERIALS & DESIGN

IF7.9

2020-11-01

236

OAAI

Kollmann, Hunter T.; Abueidda, Diab W.; Koric, Seid; Guleryuz, Erman; Sobh, Nahil A.

Topology optimization of 2D structures with nonlinearities using deep learning

COMPUTERS & STRUCTURES

IF4.8

2020-09-01

150

OAAI

Abueidda, Diab W.; Koric, Seid; Sobh, Nahil A.

Reproductive outcomes predicted by phase imaging with computational specificity of spermatozoon ultrastructure

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-07-20

OAAI

Kandel, Mikhail E.; Rubessa, Marcello; He, Yuchen R.; Schreiber, Sierra; Meyers, Sasha; Naves, Luciana Matter; Sermersheim, Molly K.; Sell, G. Scott; Szewczyk, Michael J.; Sobh, Nahil; Wheeler, Matthew B.; Popescu, Gabriel

Deep Learning Enabled Strain Mapping of Single-Atom Defects in Two-Dimensional Transition Metal Dichalcogenides with Sub-Picometer Precision

NANO LETTERS

IF9.1

2020-04-03

OAAI

Lee, Chia-Hao; Khan, Abid; Luo, Di; Santos, Tatiane P.; Shi, Chuqiao; Janicek, Blanka E.; Kang, Sangmin; Zhu, Wenjuan; Sobh, Nahil A.; Schleife, Andre; Clark, Bryan K.; Huang, Pinshane Y.

Label-free colorectal cancer screening using deep learning and spatial light interference microscopy (SLIM)

APL PHOTONICS

IF5.3

2020-04-01

OAAI

Zhang, Jingfang K.; He, Yuchen R.; Sobh, Nahil; Popescu, Gabriel

Prediction and optimization of mechanical properties of composites using convolutional neural networks

COMPOSITE STRUCTURES

IF7.1

2019-11-01

153

OAAI