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112 Publications
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Soumya Jana
Professor
Department of Electrical Engineering
jana@ee.iith.ac.in (Work)
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Publications - 112
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Publications (112)
Network (9)
Publications (112)
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Articles
Deep learning based diagnostic quality assessment of choroidal OCT features with expert-evaluated explainability
S.P. Koidala
,
S.R. Manne
,
...
,
Soumya Jana
and
K.K. Vupparaboina
(11 authors)
2023 | Nature Research
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PDF
Publisher Copy
Articles
Novel AI-based HRV analysis (NAIHA) in healthcare automation and related applications
L.R. Rahul
,
R. Sarkar
,
...
,
Soumya Jana
(5 authors)
2023 | Elsevier B.V.
Articles
Three-Dimensional Tracking of Intracellular Calcium and Redox State during Real-Time Control in a Hypoxic Gradient in Microglia Culture: Comparison of the Channel Blocker and Reoxygenation under Ischemic Shock
V. Dhyani
,
S. Kumar
,
...
,
Soumya Jana
,
...
,
Lopamudra Giri
(8 authors)
2022 | American Chemical Society
Articles
Volumetric quantification of choroid and Haller's sublayer using OCT scans: An accurate and unified approach based on stratified smoothing
M.N. Ibrahim
,
S.B. Bashar
,
...
,
Soumya Jana
(9 authors)
2022 | Elsevier Ltd
Conferences
Automated Volumetric Quantification of Cardiac Chambers and Cross Sectional Measurement of Great Arteries in Cardiac CT
N. Dhami
,
B. Varuni
,
...
,
Soumya Jana
and
S. Joshi
(7 authors)
2022 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Automated Volumetric Examination of Muscle for Sarcopenia Assessment in CT Scan: Generalization of Psoas-based Approach
P. Yellu
,
S. Singh
,
...
,
Soumya Jana
(5 authors)
2022 | Institute of Electrical and Electronics Engineers Inc.
Articles
An ML prediction model based on clinical parameters and automated CT scan features for COVID-19 patients
A. Sinha
,
S.P. Joshi
,
...
,
Soumya Jana
and
R. Sarkar
(5 authors)
2022 | Nature Research
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PDF
Publisher Copy
Articles
Mapping of structural arrangement of cells and collective calcium transients: an integrated framework combining live cell imaging using confocal microscopy and UMAP-assisted HDBSCAN-based approach
S. Gare
,
S. Chel
,
...
,
Soumya Jana
and
Lopamudra Giri
(6 authors)
2022 | NLM (Medline)
Conferences
Automated Quantification of Inflamed Lung Regions in Chest CT by UNet++ and SegCaps: A Comparative Analysis in COVID-19 Cases
P. Bhatia
,
A. Sinha
,
...
,
Soumya Jana
(6 authors)
2022 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Statistical dependence between neuronal spike train pairs: Quantification based on Empirical Mutual Information Rate
S. Ande
,
S. Avasarala
,
...
,
Lopamudra Giri
and
Soumya Jana
(5 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Information Content in Neuronal Calcium Spike Trains: Entropy Rate Estimation based on Empirical Probabilities
S. Ande
,
S. Avasarala
,
...
,
Lopamudra Giri
and
Soumya Jana
(8 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Travel Time Prediction and Route Performance Analysis in BRTS based on Sparse GPS Data
A. Kakarla
,
V.S.K.R. Munagala
,
...
,
Soumya Jana
(5 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine
S.R. Manne
,
K.K. Vupparaboina
,
...
,
Soumya Jana
(9 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Heterogeneity in neuronal calcium spike trains based on empirical distance
S. Ande
,
J.R. Regatti
,
...
,
Lopamudra Giri
and
Soumya Jana
(6 authors)
2021 | IEEE Computer Society
Conferences
Automated iris volume analysis and trabecular meshwork length using anterior segment optical coherence tomography - Application in pseudoexfoliation and pseudoexfoliation glaucoma
A. Rao
,
K. Vupparaboina
,
...
,
Soumya Jana
and
A. Richariya
(9 authors)
2021 | Wolters Kluwer Medknow Publications
Conferences
Dimension reduction and clustering of single cell calcium spiking: Comparison of t-SNE and UMAP
S. Gare
,
S. Chel
,
...
,
Lopamudra Giri
and
Soumya Jana
(5 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Spatiooral prediction of roadside pm2.5based on sparse mobile sensing and traffic information
A. Kakarla
,
V.S.K.R. Munagala
,
...
,
Soumya Jana
(5 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Improved Fundus Image Quality Assessment: Augmenting Traditional Features with Structure Preserving ScatNet Features in Multicolor Space
S.R. Manne
,
S.B. Bashar
,
...
,
Soumya Jana
(5 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
Gaussian mixture modeling of single-neuron responses obtained from confocal-calcium-imaging of dissociated rat hippocampal neurons
V. Dhyani
,
Lopamudra Giri
and
Soumya Jana
2021 | IEEE Computer Society
Articles
En-face choroidal vascularity map of the macula in healthy eyes
S.R. Singh
,
M.A. Rasheed
,
...
,
Soumya Jana
and
J. Chhablani
(9 authors)
2021 | SAGE Publications Ltd
Showing 1-20 of 112 results
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