Keerthi Ram

About Keerthi Ram

Keerthi Ram, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of retinal image analysis, medical image processing.

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

A Hybrid-Layered System for Image-Guided Navigation and Robot-Assisted Spine Surgeries

Registration Quality Evaluation Metric with Self-Supervised Siamese Networks

Ano-swinMAE: Unsupervised Anomaly Detection in Brain MRI using swin Transformer based Masked Auto Encoder

DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI

SFT-KD-recon: Learning a student-friendly teacher for knowledge distillation in magnetic resonance image reconstruction

Confounding Factors Mitigation in Brain Age Prediction Using MRI with Deformation Fields

Efficacy of an Automated Algorithm for Screening Diabetic Retinopathy in Gradable and Ungradable Images in Real-Time Conditions

Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors

Keerthi Ram Information

University

Position

Lead engineer HTIC

Citations(all)

1415

Citations(since 2020)

1177

Cited By

631

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Keerthi Ram Skills & Research Interests

retinal image analysis

medical image processing

Top articles of Keerthi Ram

Title

Journal

Author(s)

Publication Date

A Hybrid-Layered System for Image-Guided Navigation and Robot-Assisted Spine Surgeries

TA Suhail Ansari

Vivek Maik

Minhas Naheem

Keerthi Ram

Manojkumar Lakshmanan

...

2024/1/8

Registration Quality Evaluation Metric with Self-Supervised Siamese Networks

Tanvi Kulkarni

Sriprabha Ramanarayanan

Keerthi Ram

Mohanasankar Sivaprakasam

2024/2/13

Ano-swinMAE: Unsupervised Anomaly Detection in Brain MRI using swin Transformer based Masked Auto Encoder

Kumari Rashmi

Ayantika Das

NagaGayathri Matcha

Keerthi Ram

Mohanasankar Sivaprakasam

2024/2/13

DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI

arXiv preprint arXiv:2402.02125

Sriprabha Ramanarayanan

Arunima Sarkar

Matcha Naga Gayathri

Keerthi Ram

Mohanasankar Sivaprakasam

2024/2/3

SFT-KD-recon: Learning a student-friendly teacher for knowledge distillation in magnetic resonance image reconstruction

NagaGayathri Matcha

Sriprabha Ramanarayanan

Mohammad Al Fahim

GS Rahul

Keerthi Ram

...

2023/4/12

Confounding Factors Mitigation in Brain Age Prediction Using MRI with Deformation Fields

KH Aqil

Tanvi Kulkarni

Jaikishan Jayakumar

Keerthi Ram

Mohanasankar Sivaprakasam

2023/10/8

Efficacy of an Automated Algorithm for Screening Diabetic Retinopathy in Gradable and Ungradable Images in Real-Time Conditions

Telemedicine and e-Health

Sheila John

Sangeetha Srinivasan

Keerthi Ram

Mohanasankar Sivaprakasam

Sundaram Natarajan

2023/6/1

Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors

Shape in Medical Imaging: International Workshop, ShapeMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings

Mohanasankar Sivaprakasam

2023/10/30

Attention adaptive instance normalization style transfer for vascular segmentation using deep learning

Applied Intelligence

Supriti Mulay

Keerthi Ram

Mohanasankar Sivaprakasam

2023/12

Learning to atlas register for rapid segmentation of brain structures in fetal MRI

Tanvi Kulkarni

KH Aqil

Jaikishan Jayakumar

Keerthi Ram

Mohanasankar Sivaprakasam

2023/4/3

Check for updates SDLFormer: A Sparse and Dense Locality-Enhanced Transformer for Accelerated MR Image

Medical Image Learning with Limited and Noisy Data: Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings

GS Rahul

Sriprabha Ramnarayanan¹

Mohammad Al Fahim

Keerthi Ram

S Preejith

...

2023/10/7

MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction

Neurocomputing

Sriprabha Ramanarayanan

Balamurali Murugesan

Arun Palla

Keerthi Ram

Ramesh Venkatesan

...

2023/10/14

HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction

Sriprabha Ramanarayanan

Mohammad Al Fahim

Amrit Kumar Jethi

Keerthi Ram

Mohanasankar Sivaprakasam

2023

Generalizing supervised deep learning mri reconstruction to multiple and unseen contrasts using meta-learning hypernetworks

Applied Soft Computing

Sriprabha Ramanarayanan

Arun Palla

Keerthi Ram

Mohanasankar Sivaprakasam

2023/10/1

Diffusion Model Based Knee Cartilage Segmentation in MRI

Veerasravanthi Mudiyam

Ayantika Das

Keerthi Ram

Mohanasankar Sivaprakasam

2023/10/8

Automated Knowledge Modeling for Cancer Clinical Practice Guidelines

Pralaypati Ta

Bhumika Gupta

Arihant Jain

Arunima Sarkar

Keerthi Ram

...

2023/7/24

SDLFormer: A Sparse and Dense Locality-Enhanced Transformer for Accelerated MR Image Reconstruction

arXiv e-prints

GS Rahul

Sriprabha Ramnarayanan

Mohammad Al Fahim

2023/8

Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning

Arun Palla

Sriprabha Ramanarayanan

Keerthi Ram

Mohanasankar Sivaprakasam

2023/7/24

Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit

Nicky Nirlipta Sahoo

Balamurali Murugesan

Ayantika Das

Srinivasa Karthik

Keerthi Ram

...

2022/7/11

Automatic 3D MRI-Ultrasound Registration for Image Guided Arthroscopy

Applied Sciences

Gayatri Kompella

Jeevakala Singarayan

Maria Antico

Fumio Sasazawa

Takeda Yu

...

2022/5/28

See List of Professors in Keerthi Ram University(Indian Institute of Technology Madras)

Co-Authors

H-index: 35
Jayanthi Sivaswamy

Jayanthi Sivaswamy

International Institute of Information Technology, Hyderabad

H-index: 25
Jayaraj Joseph

Jayaraj Joseph

Indian Institute of Technology Madras

H-index: 24
Kaushik Mitra

Kaushik Mitra

Indian Institute of Technology Madras

H-index: 11
Vaanathi Sundaresan

Vaanathi Sundaresan

University of Oxford

H-index: 10
Sharath M Shankaranarayana

Sharath M Shankaranarayana

Indian Institute of Technology Madras

H-index: 9
Balamurali Murugesan

Balamurali Murugesan

Indian Institute of Technology Madras

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