Tamoghna Chattopadhyay

MedicineNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 22 papers. Top paper: “FiberNeat: Unsupervised White Matter Tract Filtering”.

FiberNeat: Unsupervised White Matter Tract Filtering

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.26.465991

N/A

0DataRank · unranked

6 citations

Tamoghna Chattopadhyay, Conor Owens‐Walton, Julio E Villalon Reina, Leila Nabulsi, Sophia I. Thomopoulos +3 more

FiberNeat: Unsupervised White Matter Tract Filtering

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9870877

N/A

0DataRank · unranked

8 citations

Tamoghna Chattopadhyay, Conor Owens‐Walton, Julio E Villalon Reina, Leila Nabulsi, Sophia I. Thomopoulos +3 more

UNSUPERVISED HARMONIZATION OF BRAIN MRI USING 3D CYCLE GANS AND ITS EFFECT ON BRAIN AGE PREDICTION

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.15.516349

N/A

0DataRank · unranked

1 citations

Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu‐Chiuan Chen +5 more

Predicting Dementia Severity by Merging Anatomical and Diffusion MRI with Deep 3D Convolutional Neural Networks

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.22.504801

N/A

0DataRank · unranked

0 citations

Amit Singh, Neha Ann Joshy, Sophia I. Thomopoulos, Talia M. Nir, Hong Zheng +7 more

Predicting Brain Amyloid Positivity from T1 weighted brain MRI and MRI-derived Gray Matter, White Matter and CSF maps using Transfer Learning on 3D CNNs*

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.15.528705

N/A

0DataRank · unranked

11 citations

Saket S. Ozarkar, Ketaki Buwa, Sophia I. Thomopoulos, Paul M. Thompson, the Alzheimer’s Disease Neuroimaging Initiative +1 more

Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting

PubMed(2023)10.1109/embc40787.2023.10340009

N/A

0DataRank · unranked

7 citations

Bramsh Q. Chandio, Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Yixue Feng

The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.28.538724

N/A

0DataRank · unranked

6 citations

Ravi R. Bhatt, Sophia I. Thomopoulos, Shruti P. Gadewar, Iyad Ba Gari, Tamoghna Chattopadhyay +4 more

The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks

PubMed(2023)10.1109/embc40787.2023.10340740

N/A

0DataRank · unranked

5 citations

Ravi R. Bhatt, Sophia I. Thomopoulos, Shruti P. Gadewar, Iyad Ba Gari, Tamoghna Chattopadhyay +3 more

Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.24.529954

N/A

0DataRank · unranked

3 citations

Bramsh Q. Chandio, Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Yixue Feng

Predictive Modeling Of Alzheimer’s Disease Prognosis Using Anatomical & Diffusion MRI

PubMed(2023)10.1109/embc40787.2023.10341001

N/A

0DataRank · unranked

3 citations

Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Nikita Goel

Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models

arXiv (Cornell University)(2023)10.48550/arxiv.2303.01491

N/A

0DataRank · unranked

1 citations

Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Paul M. Thompson, Greg Ver Steeg, The Alzheimer′s Disease Neuroimaging Initiative +1 more

Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain structural MRI

Frontiers in Neuroscience(2024)10.3389/fnins.2024.1387196

N/A

0DataRank · unranked

15 citations

Saket S. Ozarkar, Ketaki Buwa, Neha Ann Joshy, Dheeraj Komandur, Jayati Naik +5 more

Microstructural mapping of neural pathways in Alzheimer's disease using macrostructure‐informed normative tractometry

Alzheimer s & Dementia(2024)10.1002/alz.14371

N/A

0DataRank · unranked

8 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sophia I. Thomopoulos, Talia M. Nir, Sebastian Benavidez +12 more

Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification

(2024)10.1109/sipaim62974.2024.10783631

N/A

0DataRank · unranked

5 citations

Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng +9 more

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer’s Disease

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.05.578943

N/A

0DataRank · unranked

3 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Sasha Chehrzadeh +8 more

Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.04.578829

N/A

0DataRank · unranked

2 citations

Neha Ann Joshy, Saket S. Ozarkar, Ketaki Buwa, Yixue Feng, Emily Laltoo +7 more

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer’s Disease

PubMed(2024)10.1109/embc53108.2024.10781681

N/A

0DataRank · unranked

2 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Sasha Chehrzadeh +8 more

Comparison of Explainable AI Models for MRI-based Alzheimer’s Disease Classification

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.17.613560

N/A

0DataRank · unranked

1 citations

Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng +9 more

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization

arXiv (Cornell University)(2025)10.48550/arxiv.2511.10971

N/A

0DataRank · unranked

1 citations

Shukai Duan, Shixuan Li, Chenzhong Yin, Mingxi Cheng, Heng Ping +6 more

Using Diffusion Transformers to Generate Synthetic Diffusion Scalar Maps for Data Augmentation

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672680

N/A

0DataRank · unranked

0 citations

Chirag Jagad, Pavithra Senthilkumar, Sophia I. Thomopoulos, Julio E. Villalón‐Reina, Paul M. Thompson +1 more

Evaluation of Deep Learning Algorithms to Predict Multiple Dementia-Related Neuropathologies from Brain MRI, Clinical and Genetic Data

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672683

N/A

0DataRank · unranked

0 citations

R Varshney Kush, Pavithra Senthilkumar, Christopher Patterson, Conor Owens‐Walton, Emma J. Gleave +6 more

Generating diffusion MRI scalar maps from T1-weighted images using Reversible GANs

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672677

N/A

0DataRank · unranked

0 citations

Gautam Mehendale, Sophia I. Thomopoulos, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John +4 more