Ministry of Education
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Dr Pradeeba Sridar

vidwan id: 612300
Female

Assistant Professor (Grade-I), Department of Medical Sciences and Technology
Indian Institute of Technology Madras

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Expertise

  • Medical Laboratory Technology

Publications

Total Articles 10
Books 0
Proceedings 0

Publications

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Scopus

Citations 138
h-index 4

CrossRef

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Citations 11
h-index 2
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Professional Recognition

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Bio

She deployed an automated framework leveraging the state-of-the-art machine learning (ML) and image processing techniques to identify specific images from the hospital repository and extract relevant clinical information.

Personal Details

  • Female
  • Assistant Professor (Grade-I) , Indian Institute of Technology Madras
  • Medical Sciences and Technology,IIT Madras
Ph.D
Other Institute 2017
Assistant Professor (Grade-I) Mar 2024 – Present
Indian Institute of Technology Madras | Department of Medical Sciences and Technology

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Scholarly Work

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Scholarly Publications

SCLN: Stacked Channel Learning Network for Imaging Mass Cytometry (IMC) cell segmentation

Open Access
Article
Year: 2025. Volume: 3 , Issue: 1 .
Authors: Dong J.;Xia T.;Sridar P.;Read M.;Ashhurst T.;Bi L.;Kim J.
DOI 10.1007/s44258-025-00053-7

A Deep-Learning Enabled Automatic Fetal Thalamus Diameter Measurement Algorithm

Open Access
Conference Paper
Year: 2023.
Authors: Zhou S.;Sridar P.;Kennedy N.J.;Quinton A.;Ahn E.;Nanan R.;Kim J.
DOI 10.1109/EMBC40787.2023.10340980

Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function

Open Access
Conference Paper
Year: 2023. Volume: 14226 LNCS , Pages: 283-292 .
Authors: Zhou S.;Ahn E.;Wang H.;Quinton A.;Kennedy N.;Sridar P.;Nanan R.;Kim J.
DOI 10.1007/978-3-031-43990-2_27
2

Towards Deep Learning-Based Classification of Multiple Gestures using Sonomyography for Prosthetic Control Applications

Open Access
Conference Paper
Year: 2023.
Authors: Manikandan S.;Prasad A.S.;Mukherjee B.;Sridar P.
DOI 10.1109/ICECCME57830.2023.10253211
1

Semantic Segmentation of Cerebellum in 2D Fetal Ultrasound Brain Images Using Convolutional Neural Networks

Open Access
Article
IEEE Access. Year: 2021. Volume: 9 , Pages: 85864-85873 .
Authors: Singh V.;Sridar P.;Kim J.;Nanan R.;Poornima N.;Priya S.;Reddy G.S.;Chandrasekaran S.;Krishnakumar R.
DOI 10.1109/ACCESS.2021.3088946
19

Normative ultrasound data of the fetal transverse thalamic diameter derived from 18 to 22 weeks of gestation in routine second-trimester morphology examinations

Open Access
Article
AUSTRALASIAN JOURNAL OF ULTRASOUND IN MEDICINE. Year: 2020. Volume: 23 , Issue: 1 , Pages: 59-65 .
Authors: Sridar P.;Kennedy N.J.;Quinton A.E.;Robledo K.;Kim J.;Nanan R.
DOI 10.1002/ajum.12196
3

Decision Fusion-Based Fetal Ultrasound Image Plane Classification Using Convolutional Neural Networks

Open Access
Article
Year: 2019. Volume: 45 , Issue: 5 , Pages: 1259-1273 .
Authors: Sridar P.;Kumar A.;Quinton A.;Nanan R.;Kim J.;Krishnakumar R.
DOI 10.1016/j.ultrasmedbio.2018.11.016
57

An automated framework for large scale retrospective analysis of ultrasound images

Open Access
Article
IEEE Journal of Translational Engineering in Health and Medicine. Year: 2019. Volume: 7 .
Authors: Sridar P.;Kumar A.;Quinton A.;Kennedy N.J.;Nanan R.;Kim J.
DOI 10.1109/JTEHM.2019.2952379
2