Narendra N. Khanna - Publications, H-index & Citations

Narendra N. Khanna

Apollo Hospitals

43H指数

241论文数

6.0K被引数

收录论文 51

发表时间

Robust and generalizable miRNA family classification using adaptive tokenization of genome sequences in transformer-based deep learning architectures 基于Transformer深度学习架构的基因组序列自适应分词方法，实现鲁棒且泛化的miRNA家族分类

Biocybernetics and Biomedical Engineering

IF6.6

2026-03-14

PREAI

Jaskaran Singh; Narendra N. Khanna; Rajesh Singh; Laura E. Mantella; Amer M. Johri; Gavino Faa; Ekta Tiwari; John R. Laird; Mustafa Al-Maini; Esma R. Isenovic; Luca Saba; Jasjit S. Suri

Attention/Transformer-based artificial intelligence models for carotid segmentation and intima media Thickness/Plaque area measurements in Japanese ultrasound scans 日本超声扫描中用于颈动脉分割和内膜中层厚度/斑块面积测量的基于注意力/变压器的人工智能模型

Measurement

IF5.6

2026-01-21

PREAI

Nikhil Singh; Arun K. Dubey; Narendra N. Khanna; Ekta Tiwari; Inder M. Singh; Esma R Isenovic; Amer M. Johri; Laura E. Mantella; John R Laird; Gavino Faa; Zoltan Ruzsa; Rajesh Singh; Sanjay Saxena; Mustafa Al-Maini; Klaudija Viskovic; Manudeep K Kalra; Vikas Aggarwal; Andrew Nicolaides; Mohamed Abbas; George Kitas

Attention-based hybrid deep learning models and its scientific validation for cardiovascular disease risk stratification 基于注意力的混合深度学习模型及其在心血管疾病风险分层中的科学验证

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-05-29

PREAI

Bhagawati, Mrinalini; Gupta, Siddharth; Paul, Sudip; Mantella, Laura; Johri, Amer M.; Laird, John R.; Tiwari, Ekta; Khanna, Narendra N.; Nicolaides, Andrew; Singh, Rajesh; Al-Maini, Mustafa; Saba, Luca; Suri, Jasjit S.

Artificial intelligence-based cardiovascular/stroke risk stratification in women affected by autoimmune disorders: a narrative survey 受自身免疫性疾病影响的女性基于人工智能的心血管/中风危险分层: 一项叙事调查

RHEUMATOLOGY INTERNATIONAL

IF2.9

2025-01-02

PREAI

Tiwari, Ekta; Shrimankar, Dipti; Maindarkar, Mahesh; Bhagawati, Mrinalini; Kaur, Jiah; Singh, Inder M.; Mantella, Laura; Johri, Amer M.; Khanna, Narendra N.; Singh, Rajesh; Chaudhary, Sumit; Saba, Luca; Al-Maini, Mustafa; Anand, Vinod; Kitas, George; Suri, Jasjit S.

Cardiovascular Disease Risk Stratification Using Hybrid Deep Learning Paradigm: First of Its Kind on Canadian Trial Data 使用混合深度学习范式进行心血管疾病风险分层: 加拿大试验数据的首次此类分类

DIAGNOSTICS

IF3.3

2024-08-28

OAAI

Bhagawati, Mrinalini; Paul, Sudip; Mantella, Laura; Johri, Amer M.; Gupta, Siddharth; Laird, John R.; Singh, Inder M.; Khanna, Narendra N.; Al-Maini, Mustafa; Isenovic, Esma R.; Tiwari, Ekta; Singh, Rajesh; Nicolaides, Andrew; Saba, Luca; Anand, Vinod; Suri, Jasjit S.

GeneAI 3.0: powerful, novel, generalized hybrid and ensemble deep learning frameworks for miRNA species classification of stationary patterns from nucleotides

SCIENTIFIC REPORTS

IF3.9

2024-03-26

OAAI

Singh, Jaskaran; Khanna, Narendra; Rout, Ranjeet; Singh, Narpinder; Laird, John; Singh, Inder; Kalra, Mannudeep; Mantella, Laura; Johri, Amer; Isenovic, Esma; Fouda, Mostafa; Saba, Luca; Fatemi, Mostafa; Suri, Jasjit

A Pharmaceutical Paradigm for Cardiovascular Composite Risk Assessment Using Novel Radiogenomics Risk Predictors in Precision Explainable Artificial Intelligence Framework: Clinical Trial Tool

FRONTIERS IN BIOSCIENCE-LANDMARK

IF3.1

2023-10-19

OAAI

Saba, Luca; Maindarkar, Mahesh; Khanna, Narendra N.; Johri, Amer M.; Mantella, Laura; Laird, John R.; Paraskevas, Kosmas I.; Ruzsa, Zoltan; Kalra, Manudeep K.; Fernandes, Jose Fernandes E.; Chaturvedi, Seemant; Nicolaides, Andrew; Rathore, Vijay; Singh, Narpinder; Fouda, Mostafa M.; Isenovic, Esma R.; Al-Maini, Mustafa; Viswanathan, Vijay; Suri, Jasjit S.

DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images

DIAGNOSTICS

IF3.3

2023-10-09

OAAI

Sanga, Prabhav; Singh, Jaskaran; Dubey, Arun Kumar; Khanna, Narendra N.; Laird, John R.; Faa, Gavino; Singh, Inder M.; Tsoulfas, Georgios; Kalra, Mannudeep K.; Teji, Jagjit S.; Al-Maini, Mustafa; Rathore, Vijay; Agarwal, Vikas; Ahluwalia, Puneet; Fouda, Mostafa M.; Saba, Luca; Suri, Jasjit S.

Artificial intelligence-based preventive, personalized and precision medicine for cardiovascular disease/stroke risk assessment in rheumatoid arthritis patients: a narrative review 基于人工智能的预防性、个性化和精准医疗在类风湿关节炎患者心血管疾病/卒中风险评估中的应用: 叙述性综述

RHEUMATOLOGY INTERNATIONAL

IF2.9

2023-08-30

PREAI

Al-Maini, Mustafa; Maindarkar, Mahesh; Kitas, George D.; Khanna, Narendra N.; Misra, Durga Prasanna; Johri, Amer M.; Mantella, Laura; Agarwal, Vikas; Sharma, Aman; Singh, Inder M.; Tsoulfas, George; Laird, John R.; Faa, Gavino; Teji, Jagjit; Turk, Monika; Viskovic, Klaudija; Ruzsa, Zoltan; Mavrogeni, Sophie; Rathore, Vijay; Miner, Martin; Kalra, Manudeep K.; Isenovic, Esma R.; Saba, Luca; Fouda, Mostafa M.; Suri, Jasjit S.

Artificial intelligence bias in medical system designs: a systematic review 医疗系统设计中的人工智能偏差: 系统综述

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-07-22

OAAI

Kumar, Ashish; Aelgani, Vivekanand; Vohra, Rubeena; Gupta, Suneet K.; Bhagawati, Mrinalini; Paul, Sudip; Saba, Luca; Suri, Neha; Khanna, Narendra N.; Laird, John R.; Johri, Amer M.; Kalra, Manudeep; Fouda, Mostafa M.; Fatemi, Mostafa; Naidu, Subbaram; Suri, Jasjit S.

UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Suri, Jasjit S.; Bhagawati, Mrinalini; Agarwal, Sushant; Paul, Sudip; Pandey, Amit; Gupta, Suneet K.; Saba, Luca; Paraskevas, Kosmas I.; Khanna, Narendra N.; Laird, John R.; Johri, Amer M.; Kalra, Manudeep K.; Fouda, Mostafa M.; Fatemi, Mostafa; Naidu, Subbaram

Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study 基于深度学习的人工智能对糖尿病足感染患者进行心血管/卒中危险分层的调查研究

JOURNAL OF CLINICAL MEDICINE

IF2.9

2022-11-19

OAAI

Khanna, Narendra N.; Maindarkar, Mahesh A.; Viswanathan, Vijay; Puvvula, Anudeep; Paul, Sudip; Bhagawati, Mrinalini; Ahluwalia, Puneet; Ruzsa, Zoltan; Sharma, Aditya; Kolluri, Raghu; Krishnan, Padukone R.; Singh, Inder M.; Laird, John R.; Fatemi, Mostafa; Alizad, Azra; Dhanjil, Surinder K.; Saba, Luca; Balestrieri, Antonella; Faa, Gavino; Paraskevas, Kosmas, I; Misra, Durga Prasanna; Agarwal, Vikas; Sharma, Aman; Teji, Jagjit S.; Al-Maini, Mustafa; Nicolaides, Andrew; Rathore, Vijay; Naidu, Subbaram; Liblik, Kiera; Johri, Amer M.; Turk, Monika; Sobel, David W.; Miner, Martin; Viskovic, Klaudija; Tsoulfas, George; Protogerou, Athanasios D.; Mavrogeni, Sophie; Kitas, George D.; Fouda, Mostafa M.; Kalra, Mannudeep K.; Suri, Jasjit S.

Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans

DIAGNOSTICS

IF3.3

2022-09-02

OAAI

Nillmani; Sharma, Neeraj; Saba, Luca; Khanna, Narendra N.; Kalra, Mannudeep K.; Fouda, Mostafa M.; Suri, Jasjit S.

Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2022-08-21

OAAI

Suri, Jasjit S.; Agarwal, Sushant; Saba, Luca; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro; Mehmedovic, Armin; Faa, Gavino; Jujaray, Tanay; Singh, Inder M.; Khanna, Narendra N.; Laird, John R.; Sfikakis, Petros P.; Agarwal, Vikas; Teji, Jagjit S.; Yadav, Rajanikant R.; Nagy, Ferenc; Kincses, Zsigmond Tamas; Ruzsa, Zoltan; Viskovic, Klaudija; Kalra, Mannudeep K.

Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-07-01

OAAI

Agarwal, Mohit; Agarwal, Sushant; Saba, Luca; Chabert, Gian Luca; Gupta, Suneet; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro; Mehmedovic, Armin; Faa, Gavino; Shrivastava, Saurabh; Jain, Kanishka; Jain, Harsh; Jujaray, Tanay; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Sobel, David W.; Miner, Martin; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Yadav, Rajanikant R.; Nagy, Frence; Kincses, Zsigmond Tamas; Ruzsa, Zoltan; Naidu, Subbaram; Viskovic, Klaudija; Kalra, Manudeep K.; Suri, Jasjit S.

Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review 深度学习范式用于受新型冠状病毒肺炎影响的帕金森病心血管疾病/卒中危险分层: 一项叙述性综述

DIAGNOSTICS

IF3.3

2022-06-24

OAAI

Suri, Jasjit S.; Maindarkar, Mahesh A.; Paul, Sudip; Ahluwalia, Puneet; Bhagawati, Mrinalini; Saba, Luca; Faa, Gavino; Saxena, Sanjay; Singh, Inder M.; Chadha, Paramjit S.; Turk, Monika; Johri, Amer; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sofia; Laird, John R.; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanase D.; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Kolluri, Raghu; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Sockalingam, Meyypan; Saxena, Ajit; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Padukode R.; Omerzu, Tomaz; Naidu, Subbaram; Nicolaides, Andrew; Paraskevas, Kosmas, I; Kalra, Mannudeep; Ruzsa, Zoltan; Fouda, Mostafa M.

COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans

DIAGNOSTICS

IF3.3

2022-06-16

OAAI

Suri, Jasjit S.; Agarwal, Sushant; Chabert, Gian Luca; Carriero, Alessandro; Pasche, Alessio; Danna, Pietro S. C.; Saba, Luca; Mehmedovic, Armin; Faa, Gavino; Singh, Inder M.; Turk, Monika; Chadha, Paramjit S.; Johri, Amer M.; Khanna, Narendra N.; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios D.; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Teji, Jagjit S.; Al-Maini, Mustafa; Dhanjil, Surinder K.; Nicolaides, Andrew; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Krishnan, Pudukode R.; Nagy, Ferenc; Ruzsa, Zoltan; Fouda, Mostafa M.; Naidu, Subbaram; Viskovic, Klaudija; Kalra, Mannudeep K.

COVLIAS 1.0Lesion vs. MedSeg: An Artificial Intelligence Framework for Automated Lesion Segmentation in COVID-19 Lung Computed Tomography Scans

DIAGNOSTICS

IF3.3

2022-05-21

OAAI

Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review 勃起功能障碍患者的心血管/中风风险评估-使用人工智能范式进行颈动脉壁动脉成像和斑块组织表征的作用: 叙事回顾

DIAGNOSTICS

IF3.3

2022-05-17

OAAI

Khanna, Narendra N.; Maindarkar, Mahesh; Saxena, Ajit; Ahluwalia, Puneet; Paul, Sudip; Srivastava, Saurabh K.; Cuadrado-Godia, Elisa; Sharma, Aditya; Omerzu, Tomaz; Saba, Luca; Mavrogeni, Sophie; Turk, Monika; Laird, John R.; Kitas, George D.; Fatemi, Mostafa; Barqawi, Al Baha; Miner, Martin; Singh, Inder M.; Johri, Amer; Kalra, Mannudeep M.; Agarwal, Vikas; Paraskevas, Kosmas, I; Teji, Jagjit S.; Fouda, Mostafa M.; Pareek, Gyan; Suri, Jasjit S.

Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/Non-COVID-19 Frameworks Using Artificial Intelligence Paradigm: A Narrative Review 使用人工智能范式在新型冠状病毒肺炎/Non-COVID-19框架中通过动脉粥样硬化途径对糖尿病性视网膜病变进行心血管危险分层: 叙事综述

DIAGNOSTICS

IF3.3

2022-05-14

OAAI

Munjral, Smiksha; Maindarkar, Mahesh; Ahluwalia, Puneet; Puvvula, Anudeep; Jamthikar, Ankush; Jujaray, Tanay; Suri, Neha; Paul, Sudip; Pathak, Rajesh; Saba, Luca; Chalakkal, Renoh Johnson; Gupta, Suneet; Faa, Gavino; Singh, Inder M.; Chadha, Paramjit S.; Turk, Monika; Johri, Amer M.; Khanna, Narendra N.; Viskovic, Klaudija; Mavrogeni, Sophie; Laird, John R.; Pareek, Gyan; Miner, Martin; Sobel, David W.; Balestrieri, Antonella; Sfikakis, Petros P.; Tsoulfas, George; Protogerou, Athanasios; Misra, Durga Prasanna; Agarwal, Vikas; Kitas, George D.; Kolluri, Raghu; Teji, Jagjit; Al-Maini, Mustafa; Dhanjil, Surinder K.; Sockalingam, Meyypan; Saxena, Ajit; Sharma, Aditya; Rathore, Vijay; Fatemi, Mostafa; Alizad, Azra; Viswanathan, Vijay; Krishnan, Padukode R.; Omerzu, Tomaz; Naidu, Subbaram; Nicolaides, Andrew; Fouda, Mostafa M.; Suri, Jasjit S.

研究方向