Adrian Dalca

Massachusetts Institute of Technology

H-index: 36

North America-United States

About Adrian Dalca

Adrian Dalca, With an exceptional h-index of 36 and a recent h-index of 33 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Medical Image Analysis, Computer Science.

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

Boosting Skull-Stripping Performance for Pediatric Brain Images

Scale-Space Hypernetworks for Efficient Biomedical Image Analysis

Tyche: Stochastic In-Context Learning for Medical Image Segmentation

Data consistent deep rigid MRI motion correction

AnyStar: Domain randomized universal star-convex 3D instance segmentation

Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity

A cellular resolution atlas of Broca’s area

3D analysis of dissection photographs with surface scanning and machine learning for quantitative neuropathology

Adrian Dalca Information

University	Massachusetts Institute of Technology
Position	Harvard Medical School &
Citations(all)	7471
Citations(since 2020)	6506
Cited By	2710
hIndex(all)	36
hIndex(since 2020)	33
i10Index(all)	70
i10Index(since 2020)	69
Email	Access Email
University Profile Page	Massachusetts Institute of Technology
Google Scholar	View Google Scholar Profile

Adrian Dalca Skills & Research Interests

Machine Learning

Medical Image Analysis

Computer Science

Top articles of Adrian Dalca

Boosting Skull-Stripping Performance for Pediatric Brain Images

arXiv preprint arXiv:2402.16634

2024/2/26

Scale-Space Hypernetworks for Efficient Biomedical Image Analysis

Advances in Neural Information Processing Systems

2024/2/13

Jose Javier Gonzalez Ortiz

H-Index: 3

Adrian Dalca

H-Index: 20

Tyche: Stochastic In-Context Learning for Medical Image Segmentation

arXiv preprint arXiv:2401.13650

2024/1/24

Jose Javier Gonzalez Ortiz

H-Index: 3

Beth Cimini

H-Index: 7

Data consistent deep rigid MRI motion correction

2024/1/23

Neel Dey

H-Index: 2

Robert Frost

H-Index: 9

Polina Golland

H-Index: 32

AnyStar: Domain randomized universal star-convex 3D instance segmentation

WACV 2024: Winter Conference on Applications of Computer Vision

2024/1/1

Neel Dey

H-Index: 2

Benjamin Billot

H-Index: 3

Esra Abaci Turk

H-Index: 7

Polina Golland

H-Index: 32

Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity

Brain Communications

2024

Anthony Bourached

H-Index: 2

Sungmin Hong

H-Index: 4

Christina Jern

H-Index: 29

Jane Maguire

H-Index: 26

Ona Wu

H-Index: 39

A cellular resolution atlas of Broca’s area

Science Advances

2023/10/12

Irene Costantini

H-Index: 11

Jiarui Yang

H-Index: 5

Divya Varadarajan

H-Index: 4

Luca Pesce

H-Index: 5

Marina Scardigli

H-Index: 6

Giacomo Mazzamuto

H-Index: 7

Vladislav Gavryusev

H-Index: 4

Merina Varghese

H-Index: 17

Shuaibin Chang

H-Index: 1

Hui Wang

H-Index: 2

Juan Eugenio Iglesias

H-Index: 25

Caroline Magnain

H-Index: 10

Robert Frost

H-Index: 9

David A Boas

H-Index: 67

Francesco Saverio Pavone

H-Index: 35

3D analysis of dissection photographs with surface scanning and machine learning for quantitative neuropathology

bioRxiv

2023

Benjamin Billot

H-Index: 3

Koen Van Leemput

H-Index: 34

Juan Eugenio Iglesias

H-Index: 25

Empirical analysis of a segmentation foundation model in prostate imaging

2023/10/8

Heejong Kim

H-Index: 2

Multi-Head Graph Convolutional Network for Structural Connectome Classification

2023/10/8

Anees Kazi

H-Index: 6

Iman Aganj

H-Index: 13

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023

2023/10/7

Raghav Mehta

H-Index: 5

Adrian Dalca

H-Index: 20

Universeg: Universal medical image segmentation

2023/10/6

Jose Javier Gonzalez Ortiz

H-Index: 3

Tianyu Ma

H-Index: 3

AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography

2023/10/1

Aad Van Der Lugt

H-Index: 69

Wiro Niessen

H-Index: 65

Theo Van Walsum

H-Index: 28

Adrian Dalca

H-Index: 20

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

bioRxiv

2023/6/9

Benjamin Billot

H-Index: 3

Adrià Casamitjana

H-Index: 8

Koen Van Leemput

H-Index: 34

Juan Eugenio Iglesias

H-Index: 25

Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI

Proceedings of the International Society for Magnetic Resonance in Medicine... Scientific Meeting and Exhibition. International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition

2023/6