Deep Neural Network: Research, Papers and Researchers

01Research activity

Deep Neural Network research by ScholarsColab researchers

What researchers combine with Deep Neural Network

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2023 onwards): detection, classification, learning, model, disease.

02Researchers

PhD researchers working on Deep Neural Network

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Dr. Jagannath NalavdeMIT School of Computing Pune4 papers on this topic · 19 citationsRama KomaragiriGalgotias University3 papers on this topic · 49 citationsMDr. Muhammad Aminur RahamanGreen University of Bangladesh3 papers on this topic · 30 citationsKDr Kapil NagwanshiGuru Ghasidas Vishwavidyalay (A Central Uni), Bilaspur3 papers on this topic · 1 citationsMohamed Esmail KararMenoufia University2 papers on this topic · 500 citationsShamik TiwariIILM University Gurugram2 papers on this topic · 202 citationsAbhishek KumarAssociate Professor2 papers on this topic · 96 citationsYogesh H. BhosaleCSMSS Chh. Shahu College of Engineering2 papers on this topic · 73 citationsProf. (Dr.) Akhilesh A. WaooAKS University, SATNA, MP2 papers on this topic · 66 citationsNecip GözüaçıkPhD2 papers on this topic · 41 citationsThi-Thu-Huong LePusan National University2 papers on this topic · 25 citationsHemant KumarChandigarh University2 papers on this topic · 25 citationsDr.B. Omkar Lakshmi JaganAssociate Professor, Dept. of CSE, Vignan's Institute of INformation Technology2 papers on this topic · 21 citationsMahesh ChaudhariParas anti-drone Technologies PVT LTD2 papers on this topic · 10 citationsIbrahim A. HameedProfessor2 papers on this topic · 6 citationsDr Gnanajeyaraman RajaramSaveetha university2 papers on this topic · 4 citationsMohit TiwariBharati Vidyapeeth's College of Engineering,Delhi2 papers on this topic · 1 citationsDr. Lowlesh Nandkishor YadavAssociate Professor, Dean R&D , Suryodaya College of Engineering and Technology, Nagpur,…1 paper on this topic · 373 citationsDr. Preeti RaniCCSIT, Teerthanker Mahaveer University, Moradabad1 paper on this topic · 72 citationsXXiaochun ChengSwansea University1 paper on this topic · 67 citationsAkashdeep BhardwajUPES1 paper on this topic · 51 citationsDr. Vikash YadavGovernment Polytechnic Bighapur Unnao1 paper on this topic · 49 citationsOrkenInstitute of Information and Computational Technologies1 paper on this topic · 39 citationsDr Abini M.AKMEA Engineering College1 paper on this topic · 33 citationsHossein NajafzadehDepartment of Medical Bioengineering, Faculty of Advanced Medical Sciences, Tabriz University of…1 paper on this topic · 27 citationsDr. Lokesh SSRM Institute of Science and Technology1 paper on this topic · 23 citationsDr. Narayanamoorthi RSRM Institute of Science and Technology1 paper on this topic · 20 citationsDr. Sakshi AroraShree Mata Vaishno Devi University1 paper on this topic · 14 citationsDr. A. SureshProfessor, School of Computing, SRM Institute of Science and Technology, SRM Nagar,…1 paper on this topic · 14 citationsDr. J.N. Chandra SekharSri Venkateswara University1 paper on this topic · 11 citationsMDr. Mallikharjuna Rao KPhD1 paper on this topic · 9 citationsPankaj KasarGriffyn Robotech Private Ltd1 paper on this topic · 9 citationsR S HegadiCentral University of Karnataka1 paper on this topic · 6 citationsDr. Yusuf PerwejPh.D1 paper on this topic · 5 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State1 paper on this topic · 5 citationsADr. Abhishek BajpaiGovernment Engineering College,Kannuaj,India1 paper on this topic · 4 citationsSubhash ChandraGLA University, Mathura1 paper on this topic · 4 citationsNeelima KMohan Babu University1 paper on this topic · 4 citationsDr. Taviti Naidu GongadaChandigarh University1 paper on this topic · 3 citationsNNarayan VyasAssistant Professor, Department of Computer Science and Application, Vivekananda Global University, Jaipur1 paper on this topic · 2 citationsMuath SabhaArab American University1 paper on this topic · 2 citationsNadir Mahammedesi sba1 paper on this topic · 1 citationsMd.Faishal Ahmed RudroStudent1 paper on this topic · 0 citationsDr Senbagavalli MAssociate Professor, Alliance University, Bangalore, Karnataka1 paper on this topic · 0 citationsDr. Ajay SinghDoctorate in Food Science1 paper on this topic · 0 citationsDr. V. Gokula KrishnanProfessor, Department of Computer Science Engineering, Easwari Engineering College, Ramapuram, Chennai, Tamil…1 paper on this topic · 0 citationsDr. R S ShajiSt. Xavier's Catholilc College of Engineering, Nagercoil1 paper on this topic · 0 citationsDr.K.SangeethaKONGU ENGINEERING COLLEGE1 paper on this topic · 0 citationsDr. Ramesh KaitKurukshetra University1 paper on this topic · 0 citationsDaniel Ayodele AinaMcPherson university, Seriki Soyayo, Ogun State1 paper on this topic · 0 citationsDr. LokeshVIT Bhopal University1 paper on this topic · 0 citationsDr. Dillip Narayan SahuAssistant Professor, Department of MCA, Gangadhar Meher University, Odisha1 paper on this topic · 0 citationsMd. Nafeez RahmanUfa University of Science and Technology1 paper on this topic · 0 citations

03Papers

Research papers on Deep Neural Network

1. Hybrid deep neural networks for face emotion recognition2018373 citationsPattern Recognition LettersDr. Lowlesh Nandkishor Yadav
2. DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images2020309 citationsInternational Journal of Computer Assisted Radiology and SurgeryMohamed Esmail Karar
3. Dermatologist-level classification of skin cancer using cascaded ensembling of convolutional neural network and handcrafted features based deep neural network2022195 citationsIEEE AccessShamik Tiwari
4. Explainability of deep neural networks for MRI analysis of brain tumors2022191 citationsInternational Journal of Computer Assisted Radiology and SurgeryMohamed Esmail Karar
5. Dense tissue pattern characterization using deep neural network202285 citationsCognitive ComputationAbhishek Kumar
6. Comparative studied based on attack resilient and efficient protocol with intrusion detection system based on deep neural network for vehicular system security202072 citationsDr. Preeti Rani
7. Offline signature verification using deep neural network with application to computer vision202267 citationsJournal of Electronic ImagingXiaochun Cheng
8. Performance analysis of sigmoid and relu activation functions in deep neural network202164 citationsProf. (Dr.) Akhilesh A. Waoo
9. Integrated approach using deep neural network and CBR for detecting severity of coronary artery disease202351 citationsAlexandria Engineering JournalAkashdeep Bhardwaj
10. Performance Analysis of Deep Neural Networks Using Computer Vision202149 citationsEAI Endorsed Transactions on Industrial Networks and Intelligent SystemsDr. Vikash Yadav
11. Social media-based opinion retrieval for product analysis using multi-task deep neural networks202141 citationsExpert Systems with ApplicationsNecip Gözüaçık
12. Bio-medical imaging (X-ray, CT, ultrasound, ECG), genome sequences applications of deep neural network and machine learning in diagnosis, detection, classification, and …202340 citationsMultimedia Tools and ApplicationsYogesh H. Bhosale
13. Automatic recognition of Kazakh speech using deep neural networks201939 citationsOrken
14. Detection and Classification of Diabetic Retinopathy Using Pretrained Deep Neural Networks202333 citationsDr Abini M.A
15. Multi-plant and multi-crop leaf disease detection and classification using deep neural networks, machine learning, image processing with precision agriculture-A review202333 citationsYogesh H. Bhosale
16. EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks202527 citationsCognitive NeurodynamicsHossein Najafzadeh
17. An explainable AI-driven deep neural network for accurate breast cancer detection from histopathological and ultrasound images202523 citationsScientific ReportsDr. Muhammad Aminur Rahaman
18. A novel deep neural network for detection of Atrial Fibrillation using ECG signals202223 citationsKnowledge-Based SystemsDr. Lokesh S
19. NFT image plagiarism check using EfficientNet-based deep neural network with triplet semi-hard loss202323 citationsApplied SciencesThi-Thu-Huong Le
20. Optimized deep neural network models for blood pressure classification using Fourier analysis-based time–frequency spectrogram of photoplethysmography signal202321 citationsBiomedical Engineering LettersRama Komaragiri
21. Automatic seizure detection and classification using super-resolution superlet transform and deep neural network-A preprocessing-less method202321 citationsComputer Methods and Programs in BiomedicineRama Komaragiri
22. Tomato disease detection using vision transformer with residual L1-norm attention and deep neural networks202421 citationsInternational Journal of Intelligent Engineering and SystemsHemant Kumar
23. Deep Neural Network Driven Automated Underwater Object Detection.202220 citationsComputers, Materials and ContinuaDr. Narayanamoorthi R
24. Novel deep neural network for individual re recognizing physically disabled individuals202019 citationsDr.B. Omkar Lakshmi Jagan
25. Deep neural networks for diagnosis of osteoporosis: a review201914 citationsDr. Sakshi Arora
26. Deep neural networks for multimodal imaging and biomedical applications202014 citationsDr. A. Suresh
27. Dense Tissue Pattern Characterization Using Deep Neural Network. Cogn Comput (2022)11 citationsAbhishek Kumar
28. Classification and Comparative Evaluation of Text and Emoji‐Based Tweets With Deep Neural Network Models202411 citationsJournal of Electrical and Computer EngineeringDr. J.N. Chandra Sekhar
29. Enhancing Road Safety: An Intelligent Drowsiness Detection System Based on Deep Neural Networks202510 citationsDr. Jagannath Nalavde
30. Deep Neural Networks for Image-Based Indian Sign Language Recognition: A Comprehensive Review and Practical Analysis20249 citationsDr. Mallikharjuna Rao K
31. Automated symbol rate estimation over frequency-selective fading channel by using deep neural network20209 citationsMahesh Chaudhari
32. MRI modality-based brain tumor segmentation using deep neural networks20219 citationsPankaj Kasar
33. Real-time anomaly detection and classification from surveillance cameras using Deep Neural Network20217 citationsDr. Muhammad Aminur Rahaman
34. A cascaded approach of group sparse mode decomposition and deep neural network for heart rate estimation using reference signal-less PPG signal20257 citationsMeasurementRama Komaragiri
35. An ensemble deep neural network model for onion-routed traffic detection to boost cloud security20217 citationsInternational Journal of Grid and High Performance ComputingShamik Tiwari
36. Advancing soil erosion prediction in Wadi Sahel-Soummam watershed Algeria: a comparative analysis of deep neural networks (DNN) and convolutional neural networks (CNN) models …20246 citationsGlasnik - Srpskog Geografskog DrustvaIbrahim A. Hameed
37. Deep Neural Network and GAN-Based Reversible Data Hiding in Encrypted Images: A Privacy-Preserving Approach20236 citationsSN Computer ScienceDr. Jagannath Nalavde
38. Deep neural network for handwritten Marathi character recognition20176 citationsR S Hegadi
39. Optimizing Crop Yield Forecasts Through Deep Neural Network Architectures Using Omdena Dataset20255 citationsInternational Journal of Scientific Research in Science Engineering and Dr. Yusuf Perwej
40. A deep neural network-based yoruba intelligent chatbot system20225 citationsRoseline Oluwaseun Ogundokun
41. Three fold classification using shift invariant deep neural network20234 citationsDr. Abhishek Bajpai
42. Enhancing Offline Signature Verification via Transfer Learning and Deep Neural Networks20244 citationsSubhash Chandra
43. Enhancing sales forecasting in e-commerce through advanced predictive analytics and deep neural networks20254 citationsDr Gnanajeyaraman Rajaram
44. Classification of Diabetic Retinopathy Fundus Images using Deep Neural Network20224 citationsNeelima K
45. ViT-ALZ: Vision Transformer with Deep Neural Network for Alzheimer’s Disease Detection20244 citationsHemant Kumar
46. Integrating Transfer Learning and Deep Neural Networks for Accurate Medical Disease Diagnosis from Multi-Modal Data20233 citationsInternational Journal of Advanced Computer Science and ApplicationsDr. Taviti Naidu Gongada
47. A Novel Pixel-based Deep Neural Network in Posterior Probability Space for the Detection of Agriculture Changes Using Remote Sensing Data20252 citationsRemote Sensing Applications: Society and EnvironmentNarayan Vyas
48. HARD DISK DRIVE FAILURE PREDICTION IN THE DATA CENTER USING ENSEMBLE LEARNING WITH DEEP NEURAL NETWORK MODEL20232 citationsProf. (Dr.) Akhilesh A. Waoo
49. Sampath Dakshina, T. Karthikeyan, B. Omkar Lakshmi Jagan, and Ch Usha Kumari.‘‘Novel deep neural network for individual re recognizing physically disabled individuals.”20202 citationsDr.B. Omkar Lakshmi Jagan
50. Reversible Data Hiding in Encrypted Images using Deep Neural Network and GAN Model20222 citationsDr. Jagannath Nalavde
51. Leverage Sampling Methods and Deep Neural Networks for Fuzzer CAN Bus Message Detection20252 citationsIEEE AccessThi-Thu-Huong Le
52. Classification of Leaf Disease via Deep Neural Network combined with Clustering Algorithm20222 citationsMuath Sabha
53. An enhanced deep neural network model for the detection of anomalous behavior of drivers in road traffic20241 citationsJournal of SensorsDr Kapil Nagwanshi
54. An Algorithm for Extracting Image Features Using a Random Deep Neural Network20231 citationsMohit Tiwari
55. Driver Drowsiness Detection System Using Deep Neural Network20221 citationsDr. Jagannath Nalavde
56. Automated intermediate frequency carrier estimation by using deep neural network20211 citationsMahesh Chaudhari
57. Deep Neural Network Binary Classification for Malware Detection: A Parametric Study20231 citationsNadir Mahammed
58. An Enhanced Deep Neural Network Model for the Detection of Anomalous Behavior of Drivers in Road Traffic (dec, 10.1155/js/5295932, 2024)20250 citationsJournal of SensorsDr Kapil Nagwanshi
59. Corrigendum to “An Enhanced Deep Neural Network Model for the Detection of Anomalous Behavior of Drivers in Road Traffic”20250 citationsDr Kapil Nagwanshi
60. COVID-19 Identification System from X-Ray Images of Chest using Deep Neural Network with Transfer Learning20240 citationsGUB Journal of Science and EngineeringDr. Muhammad Aminur Rahaman
61. Meta-Ensemble Learning for IMDb Ratings: A Stacked Hybrid Model Integrating Gradient Boosting and Deep Neural Networks20250 citationsMd.Faishal Ahmed Rudro
62. An Effective and Deep Neural Network for Brain Tumor Segmentation and Detection20230 citationsDr Senbagavalli M
63. Automated brain hemorrhage segmentation using a deep neural network20210 citationsSmart ComputingDr. Ajay Singh
64. Particle Swarm Optimization-Based Deep Neural Network (PSO-DNN) vs Whale Optimization Algorithm based Convolution Neural Networks (WOA-CNN) for Critical Heat Flux prediction0 citationsIbrahim A. Hameed
65. Science, technology and innovation-related text data analysis with deep neural networks (Derin sinir ağları ile bilim, teknoloji ve inovasyon ile ilgili metin analizi)20220 citationsNecip Gözüaçık
66. Deep Neural Networks based Handwritten Signature Verification using Machine Learning Algorithms20240 citationsDr. V. Gokula Krishnan
67. Deep Neural Networks for Real-Time Customer Retention Forecasting in Digital Banking Platforms20250 citationsMohit Tiwari
68. Design of approximate multiplier for multimedia application in deep neural network pre-processing20250 citationsDr. R S Shaji
69. Hybrid Deep Neural Network for Detecting Fake Traffic Data in Vehicular Social Network20230 citationsDr.K.Sangeetha
70. Experimental Analysis of Emotion Recognition in Voice Using MFCC and Deep Neural Network20240 citationsDr. Ramesh Kait
71. Data Mining and Deep Learning Hybrid Framework for Predicting Social Network Misinformation Using Deep Neural Networks20250 citationsDr Gnanajeyaraman Rajaram
72. An Intelligent Intrusion Detection System for DDoS Attacks Using Deep Neural Networks0 citationsDaniel Ayodele Aina
73. Identification of Potato Disease Using Deep Neural Network Model and Image Segmentation20240 citationsDr. Lokesh
74. CLASSIFICATION OF DIABETES DISEASE USING ADAPTIVE BIO- INSPIRED GENE-LEVEL DEEP NEURAL NETWORKS20230 citationsEuropean Chemical BulletinDr. Dillip Narayan Sahu
75. Deep Neural Networks for Real-Time Battery Degradation Assessment and Classification20250 citationsMd. Nafeez Rahman

04Journals

Journals that publish Deep Neural Network research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Deep Neural Network in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Deep Neural Network

Topics that share the most papers with Deep Neural Network in our researchers’ work:

• Neural Network819 papers · 267 researchers
• Brain Tumor113 papers · 64 researchers
• Computer Vision65 papers · 72 researchers
• X-ray68 papers · 47 researchers
• Intrusion Detection System (IDS)134 papers · 53 researchers
• Agriculture252 papers · 133 researchers
• Intrusion Detection252 papers · 86 researchers
• Machine Learning (ML)1,348 papers · 424 researchers
• Cancer632 papers · 207 researchers

07Questions

Frequently asked questions