Aya Abdelsalam Ismail

Aya Abdelsalam Ismail

University of Maryland

H-index: 6

North America-United States

Contact Aya Abdelsalam Ismail

About Aya Abdelsalam Ismail

Aya Abdelsalam Ismail, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design

Concept bottleneck generative models

Interpretable mixture of experts

Interpretable Deep Learning for Time Series

Improving deep learning interpretability by saliency guided training

Methods and systems for multimodal content analytics

Benchmarking deep learning interpretability in time series predictions

The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up

Aya Abdelsalam Ismail Information

University	University of Maryland
Position	___
Citations(all)	341
Citations(since 2020)	340
Cited By	30
hIndex(all)	6
hIndex(since 2020)	6
i10Index(all)	6
i10Index(since 2020)	6
Email	Access Email
University Profile Page	University of Maryland
Google Scholar	View Google Scholar Profile

Aya Abdelsalam Ismail Skills & Research Interests

Machine Learning

Top articles of Aya Abdelsalam Ismail

Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design

2023/10/13

Ji Won Park

H-Index: 32

Aya Abdelsalam Ismail

H-Index: 3

Stephen Ra

H-Index: 6

Kyunghyun Cho

H-Index: 66

Concept bottleneck generative models

2023/10/13

Aya Abdelsalam Ismail

H-Index: 3

Julius Adebayo

H-Index: 10

Hector Corrada Bravo

H-Index: 27

Stephen Ra

H-Index: 6

Kyunghyun Cho

H-Index: 66

Interpretable mixture of experts

arXiv preprint arXiv:2206.02107

2022/6/5

Aya Abdelsalam Ismail

H-Index: 3

Soheil Feizi

H-Index: 17

Interpretable Deep Learning for Time Series

2022

Aya Abdelsalam Ismail

H-Index: 3

Improving deep learning interpretability by saliency guided training

Advances in Neural Information Processing Systems

2021/12/6

Aya Abdelsalam Ismail

H-Index: 3

Hector Corrada Bravo

H-Index: 27

Soheil Feizi

H-Index: 17

Methods and systems for multimodal content analytics

2021/5/20

Benchmarking deep learning interpretability in time series predictions

Advances in Neural Information Processing Systems

2020/10/26

Aya Abdelsalam Ismail

H-Index: 3

Mohamed Gunady

H-Index: 3

Soheil Feizi

H-Index: 17

The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up

arXiv preprint arXiv:2002.03419

2020/2/9

Alexandra L Young

H-Index: 13

Esther E Bron

H-Index: 18

Frederik Barkhof

H-Index: 101

Nick C Fox

H-Index: 103

Arman Eshaghi

H-Index: 12

Tina Toni

H-Index: 11

Manon Ansart

H-Index: 4

Samuel Iddi

H-Index: 10

Dan Li

H-Index: 10

Yarden Levy

H-Index: 0

Tengfei Li

H-Index: 1

Hongtu Zhu

H-Index: 47

Timothy Wood

H-Index: 31

Hector Corrada Bravo

H-Index: 27

Minh Nguyen

H-Index: 1

Jiashi Feng

H-Index: 66

Gang Chen

H-Index: 21

Shiyang Chen

H-Index: 5

Deqiang Qiu

H-Index: 19

Mads Nielsen

H-Index: 24

Sebastien Ourselin

H-Index: 74

Vikram Venkatraghavan

H-Index: 7

James Howlett

H-Index: 5

Zhiyue Huang

H-Index: 1

Bernd Taschler

H-Index: 5

Andre Altmann

H-Index: 20

Yalin Wang

H-Index: 27

Jianfeng Wu

H-Index: 23

Aristeidis Sotiras

H-Index: 20

Guray Erus

H-Index: 29

Jimit Doshi

H-Index: 28

Jacob Vogel

H-Index: 18

Andrew Doyle

H-Index: 6

Alex Diaz-Papkovich

H-Index: 3

Igor Koval

H-Index: 5

Paul Moore

H-Index: 5

Bruno Jedynak

H-Index: 19

Kruti Pandya

H-Index: 5

Joseph Cole

H-Index: 3

Polina Golland

H-Index: 32

Stefan Klein

H-Index: 16

Improving multimodal accuracy through modality pre-training and attention

arXiv preprint arXiv:2011.06102

2020/11/11

Aya Abdelsalam Ismail

H-Index: 3

Mahmudul Hasan

H-Index: 3

See List of Professors in Aya Abdelsalam Ismail University(University of Maryland)

Co-Authors

H-index: 70

Luiz Pessoa — Luiz Pessoa
University of Maryland

Visit Luiz Pessoa Page

H-index: 64

Walid G. Aref — Walid G. Aref
Purdue University

Visit Walid G. Aref Page

H-index: 42

Hector Corrada Bravo — Hector Corrada Bravo
University of Maryland, Baltimore

Visit Hector Corrada Bravo Page

H-index: 39

Soheil Feizi — Soheil Feizi
University of Maryland, Baltimore

Visit Soheil Feizi Page

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