[A] PEER-REVIEWED JOURNAL PUBLICATIONS:
Rice leaf disease identification and classification using machine learning techniques: A comprehensive review by R Mukherjee, A Ghosh, C Chakraborty, JN De, DP Mishra, Engineering Applications of Artificial Intelligence 139, 109639 (2025).
CAD-PsorNet: deep transfer learning for computer-assisted diagnosis of skin psoriasis by C Chakraborty, U Achar, S Nayek, A Achar, R Mukherjee, Nature- Scientific Reports 14 (1), 26557 (2024).
Handloomed fabrics recognition with deep learning by Lipi B Mahanta, Dev R Mahanta, Taibur Rahman, Chandan Chakraborty, Nature – Scientific Reports 14 (1), 7974 (2024).
LWSNet - a novel deep-learning architecture to segregate Covid-19 and pneumonia from x-ray imagery by A Lasker, M Ghosh, SM Obaidullah, C Chakraborty & K Roy, Multimedia Tools and Applications 82(14)(2023).
Application of Machine Learning and Deep Learning Techniques for COVID-19 Screening Using Radiological Imaging: A Comprehensive Review by A Lasker, SM Obaidullah, C Chakraborty & K Roy, SN Computer Science 4(1): 65(2023).
Automated recognition of optical image based potato leaf blight diseases using deep learning by KK Chakraborty, R Mukherjee, C Chakroborty, K Bora, Physiological and Molecular Plant Pathology, 117 (2022).
HscoreNet: A Deep network for estrogen and progesterone scoring using breast IHC images by M Saha, I Arun, R Ahmed, S Chatterjee, C Chakraborty, Pattern Recognition 102 (C) (2020) https://doi.org/10.1016/j.patcog.2020.107200.
Her2Net: A Deep Framework for Semantic Segmentation and Classification of Cell Membranes and Nuclei in Breast Cancer Evaluation by M Saha,C Chakraborty, IEEE Transactions on Image Processing, 27(5): 2189-2200 (2018).
An Advanced Deep Learning Approach for Ki-67 Stained Hotspot Detection and Proliferation Rate Scoring for Prognostic Evaluation of Breast Cancer by M Saha, C Chakraborty, I Arun, R Ahmed, S Chatterjee, Scientific Reports – (Nature), article no. 3213, doi:10.1038/s41598-017-03405-5, (2017).
Efficient Deep Learning Model for Mitosis Detection using Breast Histopathology Images by M Saha, C Chakraborty, R. Daniel, Computerized Medical Imaging and Graphics, 64: 29-40(2018).
Nanoscale Surface Characterization of Human Erythrocytes by Atomic Force Microscopy: A Critical Review by R. Mukherjee, M. Saha, A. Routray and C. Chakraborty, IEEE Transactions on NanoBioscience, 14(6)625-633 (2015), doi: 10.1109/TNB.2015.2424674.
Performance Analysis of IEEE 802.15.6 MAC Protocol under Non-Ideal Channel Conditions and Saturated Traffic Regime by S. Sarkar, S. Misra, B. Bandyopadhyay, C. Chakraborty and M. S. Obaidat, IEEE Transactions on Computers, 64(10) 2912-2925 (2015), doi: 10.1109/TC.2015.2389806.
Performance Evaluation and Delay-Power Trade-off Analysis of ZigBee Protocol by S. Moulik, S. Misra and C. Chakraborty, IEEE Transactions on Mobile Computing 18(2) 404-416 (2019) doi: 10.1109/TMC.2018.2836456.
"Omics" in oral cancer: New approaches for biomarker discovery by V Rai, R Mukherjee, AK. Ghosh, A Routray, C Chakraborty, Archives of Oral Biology, 87: 15-34 (2018).
Serum-based diagnostic prediction of oral submucous fibrosis using FTIR spectrometry by V Rai, R Mukherjee, A Routray, AK Ghosh, S Roy, BPaul Ghosh, PB Mandal, S Bose, C Chakraborty, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 15;189:322-329 (2017).
Fuzzy spectral clustering for automated delineation of chronic wound region using digital images by DM Dhane, M Maiti, T Mungle, C Bar, A Achar, M Kolekar, C Chakraborty, Computers in Biology and Medicine (Elsevier), 89:551-560 (2017).
Automated characterization and counting of Ki-67 protein for breast cancer prognosis: A quantitative immunohistochemistry approach by T Mungle, S Tewary, I Arun, B Basak, S Agarwal, R Ahmed, S Chatterjee, A K Maity, C Chakraborty, Computer Methods & Programs in Biomedicine (Elsevier), (2017)139:149-161. doi: 10.1016/j.cmpb.2016.11.002.
SmartIHC-Analyzer: Smartphone assisted microscopic image analytics for automated Ki-67 quantification in breast cancer evaluation by S Tewary, I Arun, R Ahmed, S Chatterjee, C Chakraborty, Analytical Methods (RSC Pub.), 43 DOI: 10.1039/C7AY02302B (2017).
Computational Approach for Mitotic Cell Detection and its Application in Oral Squamous Cell Carcinoma by DK Das, P Mitra, C Chakraborty, S Chatterjee, AK Maiti, S Bose, Multidimensional Systems and Signal Processing (Springer), 28(3) 1031-1050 (2017).
MRF-ANN: A Machine Learning Approach for Automated ER Scoring of Breast Cancer Immunohistochemical Images by T Mungle, S Tewary, DK Das, I Arun, B Basak, S Agarwal, R Ahmed, S Chatterjee, C Chakraborty, Journal of Microscopy (Willey), 267(2):117-129 (2017).
Imprint Cytology-based Breast Malignancy Screening: An Efficient Nuclei Segmentation Technique by M Saha, I Arun, R Ahmed, S Chatterjee, C Chakraborty, Journal of Microscopy (Willey),268(2):155-171 (2017).
Automated Identification of Normoblast Cell from Human Peripheral Blood Smear Image by D Das, AK Maiti, C Chakraborty, Journal of Microscopy (Willey),269(3):310-320 (2017)
Near-set based mucin segmentation in histopathology images for detecting mucinous carcinoma by S Banerjee, M Saha, I Arun, B Basak, S Agawal, R Ahmed, S Chatterjee, LB Mahanta, C Chakraborty, Journal of Medical Systems (Springer), 41(9):144 (2017)
Web-enabled distributed health-care framework for automated malaria parasite classification: An e-health approach by M Maity, DM Dhane, T Mungle, C Chakraborty,, Journal of Medical Systems (Springer), 41(12):192 (2017).
AutoIHC-scoring: A machine learning framework for automated Allred scoring of molecular expression in ER and PR stained breast cancer tissue by S Tewary, I Arun, R Ahmed, S Chatterjee, C Chakraborty, Journal of Microscopy (Willey), 268(2):172-185 (2017)
Textural pattern classification for oral squamous cell carcinoma by TY Rahman, LB Mahanta, C Chakraborty, AK Das, JD Sarma, Journal of Microscopy (Willey), 269(1):85-93 (2017).
Automated characterization and counting of Ki-67 protein for breast cancer prognosis: A quantitative immunohistochemistry approach by T Mungle, S Tewary, I Arun, B Basak, S Agarwal, R Ahmed, S Chatterjee, A K Maity, C Chakraborty, Computer Methods & Programs in Biomedicine (Elsevier), (2017)139:149-161. doi: 10.1016/j.cmpb.2016.11.002.
An Ensemble Rule Learning Approach for Automated Morphological Classification of Erythrocytes by M Maity, DD Manohar, C Chakraborty, Journal of Medical Systems (Springer), (2017) 41(4):56; DOI 10.1007/s10916-017-0691-x.
Computer Assisted Delineation of Cerebral Infarct from Diffusion Weighted MRI using Gaussian Mixture Model by MK Nag, S Koley, D China, AK Sadhu, R Balaji, S Ghosh, C Chakraborty, Int. J. of Computer Assisted Radiology and Surgery (IJCARS), (2017) 12 (4): 539-552.
Delineation and diagnosis of brain tumors from post contrast T1-weighted MR images using rough granular computing and random forest by S Koley, AK Sadhu, P Mitra, B Chakraborty, C Chakraborty Applied Soft Computing (Elsevier), 41:453-465 (2016)
Telemedicine supported chronic wound tissue prediction using classification approaches by C Chakraborty, B Gupta, SK Ghosh, DK Das, C Chakraborty, Journal of Medical Systems (Springer), 40:68 (2016).
Quantitative microscopic evaluation of mucin areas and its percentage in mucinous carcinoma of the breast using tissue histological images by M Saha, I Arun, B Basak, S Agarwal, R Ahmed, S Chatterjee, R Bhargava, C Chakraborty Tissue and Cell (Elsevier), 48(3):265-73 (2016)
Multispectral MR Image Fusion for Enhanced Visualization of Meningioma Brain Tumor and Edema Using Contourlet Transform and Fuzzy Statistics by S Koley, A Galande, B Kelkar, AK Sadhu, D Sarkar and C Chakraborty J. Medical and Biological Engineering, 10.1007/s40846-016-0 (2016) [Springer Pub.]
Association of Cancer Metabolism Related Proteins in Oral Sub mucous Fibrosis: Potential Biomarkers? Byi V Rai ,R Mukherjee , A Ghosh ,T Bagui , A Routray , A K Ghosh , P B Mandal ,C Chakraborty , Journal of Carcinogenesis, 15 (2016) 193.
Spectral clustering for unsupervised segmentation of lower extremity wound beds using optical images by DM Dhane, M Maity, DK Das, C Chakraborty Jnl of Medical Systems, 40(9):207 d (2016) [Springer Pub.]
Automated Screening Methodology for Asthma Diagnosis that Ensembles Clinical and Spirometric Information by DK Das, C Chakraborty, PS Bhattacharya, J. Medical and Biological Engineering, 36(3):420-429 (2016) [Springer Pub.]
Fusion of entropy-based thresholding and active contour model for detection of exudate and optic disk in colour fundus image by M Maiti, DD Manohar, DK Das, A Maiti, C Chakraborty, J. Medical and Biological Engineering, 36(6): 795-809 (2016) [Springer Pub.]
Nano-scale surface characterization of human erythrocytes by atomic force microscopy: A critical review by R Mukherjee, M Saha, A Routray, C Chakraborty IEEE Transactions on NanoBioscience, 14(6):1-9 (2015)
Automated system for characterization and classification of malaria-infected stages using light microscopic images of thin blood smears by DK Das, AK Maiti, C Chakraborty Jnl of Microscopy, 257(3):238-252 (2015)
Performance Analysis of IEEE 802.15.6 MAC Protocol Under Non-ideal Channel Conditions and Saturated Traffic Regime by S. Sarkar, S. Misra, B. Bandyopadhyay, and C. Chakraborty IEEE Transactions on Computers, 64 (2015)
Feasibility of PET-CT based hypofractionated accelerated dose escalation in oropharyngeal cancers by S Chatterjee, Charles Kelly, Moses Arunsingh, C Chakrabarty, Judith Mott Jnl of Cancer Research and Therapeutics, 11(2):391-396 (2015).
Computational Microscopic Imaging for Malaria Parasite Detection: A Systematic Review by DK Das, R Mukherjee, C Chakraborty Journal of Microscopy, 260(1):1-19 (2015)
Automated identification of keratinisation and keratin pearl area from in situ oral histological images by DK Das, C Chakraborty, S Sawaimoon, AK Maiti, S Chatterjee Tissue & Cell, 47(4):349–358 (2015).
A novel segmentation approach for noisy medical images using Intuitionistic fuzzy divergence with neighborhood based membership function by A Jati, G Singh, S Koley, A Konar, AK Ray, C Chakraborty Journal of Microscopy, 257(3):187-200 (2015)
Automated tissue classification framework for reproducible chronic wound assessment by R Mukherjee, DD Manohar, DK Das, A Achar, A Mitra and C Chakraborty BioMed Research International, ID 851582 (2014)
Topological features of erythrocytes in thalassemic patients: Quantitative characterization by scanning electron and atomic force microscopy by R Mukherjee, K Chaudhury and C Chakraborty Analytical Quantitative Cytology and Histology, 36(2): 91-99 (2014)
Automatic leukocyte nucleus segmentation by intuitionistic fuzzy divergence based thresholding by A Jati, G Singh, R Mukherjee, M Ghosh, A Konar, C Chakraborty, AK Nagar Micron, 58:55-65 (2014)
Development of hedge operator based fuzzy divergence measure and its application in segmentation of chronic myelogenous leukocytes from microscopic image of peripheral blood smear by M Ghosh, C Chakraborty, A Konar, AK Ray Micron, 57:41-65 (2014)
Epithelio-mesenchymal transitional attributes in oral sub-mucous fibrosis by RK Das, A Anura, M Pal, S Bag, S Majumdar, A Barui, C Chakraborty, AK Ray, S Sengupta, RR Paul, J Chatterjee Experimental and Molecular Pathology, 95(3):259-69 (2013)
Application of higher order cumulant features for cardiac health diagnosis using ECG signals by R.J. Martis, U.R. Acharya, L.C. Min, K.M. Mandana, A.K. Ray, and C. Chakraborty International Journal of Neural Systems, 23(4) 1350014 (2013)
Structural and textural classification of erythrocytes in anaemic cases: A scanning electron microscopic study by S Bhowmick, DK Das, AK Maiti, C Chakraborty Micron, 44:384-394 (2013)
Synonymous codon usage pattern analysis of Hepatitis D virus by Bishal AK, Mukherjee R, Chakraborty C. Virus Research, 173(2):350-353 (2013)
Machine learning approach for automated screening of malaria parasite using light microscopic images by DK Das, M Ghosh, M Pal, AK Maiti, C Chakraborty Micron, 45:97-106 (2013)
Quantitative microscopy approach for shape‐based erythrocytes characterization in anaemia by DK Das, C Chakraborty, B Mitra, AK Maiti, AK Ray, Journal of Microscopy, 249(2), 136-149 (2013)
Segmentation of Chronic Wound Areas by Clustering Techniques Using Selected Color Space by MK Yadav, DD Manohar, G Mukherjee, and C Chakraborty J. Med. Imaging Health Inf., 3, 22-29 (2013)
Fuzzy expert system approach for coronary artery disease screening using clinical parameters by D Pal, KM Mandana, S Pal, D Sarkar and C Chakraborty Knowledge-Based Systems, 36: 162-174 (2012)
Cardiac Decision Making Using Higher Order Spectra by RJ Martis, UR Acharya, KM Mandana, AK Ray, C Chakraborty Biomedical Signal Processing and Control, 8(2)193-203 (2012)
Structural characterization of worm images using trace transform and backpropagation neural network by C Chakraborty Int. Jnl. of Signal Processing, Image Processing and Pattern Recognition, 5(3):27-48 (2012)
A web-accessible framework for automated storage with compression and textural classification of malaria parasite images by M Maity, AK Maity, PK Dutta, C Chakraborty Int Jnl of Computer Applications, 52(15): 31-39 (2012)
Automated detection of atrial flutter and fibrillation using ECG signals in wavelet framework by RJ Martis, H Prasad, C Chakraborty, AK Ray J. of Mechanics in Medicine and Biology, 12(5):12400-423 (2012)
Automated screening of arrhythmia using wavelet based machine learning techniques by AKR RJ Martis, MM Rama Krishnan, C Chakraborty, S Pal Journal of Medical Systems 36 (2), 677-688
Texture-based leukocyte image retrieval using color normalization and quaternion Fourier transform-based segmentation by P Sarkar, M Ghosh, C Chakraborty Journal of Network and Innovative Computing, 1 (2013)
Small retinal vessels extraction towards proliferative diabetic retinopathy screening by GS Ramlugun, VK Nagarajan, C Chakraborty Expert Systems with Applications, 39(1): 1141-1146 (2012)
Automated oral cancer identification using histopathological images: A hybrid feature extraction paradigm by MM Rama Krishnan, V Venkatraghavan, U. Rajendra Acharya, M Pal, RR Paul, LC Min, AK Ray, J Chatterjee, C Chakraborty Micron, 43: 352-364 (2012)
Hybrid segmentation, characterization and classification of basal cell nuclei from histopathological images of normal oral mucosa and oral submucous fibrosis by MRK Mookiah, C Chakraborty, RR Paul and AK Ray Expert Systems with Applications, 39(1): 1062-1077 (2012)
Automated Diagnosis of Oral Cancer using Higher Order Spectra features and Local binary pattern: A Comparative Study by MRK Mookiah, UR Acharya, C Chakraborty and AK Ray Technology in Cancer Research and Treatment, 10(5):443-55 (2011)
Textural characterization of histopathological images for oral sub-mucous fibrosis detection by MM Rama Krishna, P Shah, A Choudhary, C Chakraborty, RR.Paul and AK Ray , Tissue and Cell, 43(5):318-30 (2011)
Texture based segmentation of epithelial layer from oral histological images by M. Muthu Rama Krishnan, A Choudhary, C Chakraborty, Ajoy K. Ray, Ranjan R. Paul Micron, 42(6): 632-641 (2011)
Quantitative Characterization of Plasmodium vivax in Infected Erythrocytes: a Textural Approach by M Ghosh, DK Das, AK Ray, C Chakraborty Journal of Artificial Intelligence and Soft Computing, 3(3) 203-221 (2013)
Development of Renyi entropy based fuzzy divergence measure for leukocyte segmentation by M Ghosh, DK Das, AK Ray, C Chakraborty Journal of Medical Imaging and Health Informatics, 1(4):1-7 (2011)
ApoTome to visualize E-cadherin and p63 expression in oral pre-cancer by RK Das, M Pal, A Barui, RR Paul, C Chakraborty, AK Ray, J Chatterjee Biotechnology Journal, 10.1002/biot.2011000 (2011)
Application of Principal Component Analysis to ECG Signals for Automated Diagnosis of Cardiac Health by Roshan Joy Martis, U Rajendra Acharya, K. M. Mandana, A. K. Ray and Chandan Chakraborty Expert Systems With Applications, 39(14)11792-800 (2012)
Statistical analysis of textural features for improved classification of oral histopathological images by MMR Krishnan, P Shah, C Chakraborty, AK Ray,, Journal of Medical Systems 36 (2), 865-881 (2012)
Assessment of malignant potential of oral submucous fibrosis through evaluation of p63, E-cadherin and CD105 expression by RK Das, M Pal, A Barui, RR Paul, C Chakraborty, AK Ray, S Sengupta, J Chatterjee BMJ Clinical Pathology, 63: 894-899 (2010)
Brownian motion curve based textural classification and its application towards cancer diagnosis by MM Rama Krishnan, P Shah, C Chakraborty, AK Ray Analytical Quantitative Cytology and Histology, 33(3): 158-168 (2011).
Automated leukocyte recognition using fuzzy divergence by M Ghosh, DK Das, C Chakraborty, AK Ray Micron, 41(7) 840-846 (2010)
Arrhythmia disease diagnosis using SVM and Genetic algorithm optimized k-means clustering by RJ Martis, C Chakraborty Journal of Mechanics in Medicine and Biology, 11(4): 897-915 (2011)
Quantitative analysis of sub-epithelial connective tissue cell population of oral submucous fibrosis by MM Rama Krishnan, C Chakraborty, RR Paul, AK Ray Journal of Medical Imaging and Health Informatics, 1(1):4-12 (2011)
Knowledge based segmentation and quantitative characterization of basement membrane from histopathological images of oral submucous fibrosis by MM Rama Krishnan, V Venkatragavan, Chandan Chakraborty by Journal of Medical Imaging and Health Informatics, 1(2): 107-115 (9) (2011)
Study of Retinal Biometric Systems with Respect To Feature Classification for Recognition and Diabetic Retinopathy by Srikanth Prabhu, Chandan Chakraborty, R, N, Banerjee, A.K. Ray Journal of Medical Imaging and Health Informatics, 1(2): 97-106 (2011)
A mirror reflection and aspect ratio invariant approach to object recognition using Fourier descriptor by M Agarwal, V Venkatraghavan, C Chakraborty, A. K. Ray Applied Soft Computing, 11: 3910-3915 (2011)
Development of Renyi entropy based fuzzy divergence measure for leukocyte segmentation by M Ghosh, DK Das, AK Ray, C Chakraborty Journal of Medical Imaging and Health Informatics, 1(4):1-7 (2011)
Probabilistic prediction of malaria using morphological and textural information by D Das, M Ghosh, C Chakraborty, AK Maiti, M Pal, Int. Conf. on Image Information Processing (ICIIP), 1-6, (2011)
A two-stage mechanism for registration and classification of ECG using Gaussian Mixture Model by RJ Martis, C Chakraborty, AK Ray Pattern Recognition, 42 (11) 2979-2988 (2009)
CAIDSA: Computer-aided intelligent diagnostic system for bronchial asthma by C Chakraborty, T Mitra, A Mukherjee, AK Ray Expert Systems with Applications, 36 (3) 4958-4966 (2009)
Statistical analysis of mammographic features and its classification using support vector machine by MM Rama Krishnan, S Banerjee, C Chakraborty, C Chakraborty, AK Ray Expert Systems with Applications, 37, 470-478 (2010)
Automated classification of cells in sub-epithelial connective tissue of oral sub-mucous fibrosis - an SVM based approach by MM Krishnan, M Pal, SK Bomminayuni, C Chakraborty, RR Paul, J Chatterjee, AK Ray Computers in Biology and Medicine, 39(12)1096-1104 (2009)
Structural markers for normal oral mucosa and oral sub-mucous fibrosis by MM Rama Krishnan, P Shah, M Pal, C Chakraborty, RR Paul, J Chatterjee, AK Ray Micron, 41, 312-320 (2010)
Effect of AEE788 and/or Celecoxib on Colon Cancer Cell Morphology Using Advanced Microscopic Techniques by P Venkatesan, S Das, MM Rama Krishnan, C Chakraborty, K Chaudhury, M Mandal Micron, 41, 247-256 (2010)
Long-term effects of a carbohydrate-rich diet on fasting blood sugar, lipid profile, and serum insulin values in rural Bengalis by S Mukherjee, G Thakur, BD Kumar, A Mitra, C Chakraborty Journal of Diabetes, (1): 288-295 (2009)
Effects of Edible oils in Type 2 Diabetes Mellitus by BD Kumar, S Mukherjee, R Pradhan, A Mitra, C Chakraborty Journal of Clinical and Diagnostic Research, 3, 1389-1394 (2009)
Luteal Phase Estradiol and FSh Levels: Potential Predictive Markers for successful implantation in IVF/JCSI by A Ganesh, SK Goswami, R. Chattopadhyay, S. Ghosh, C. Chakraborty, K. Choudhury, B. Chakravarty Fertility and Sterility, 91(4):1018-22 (2009)
Fuzzy linear and polynomial regression modelling of IF-THEN fuzzy rule base by C Chakraborty, D Chakraborty Int. Jnl. of Uncertainty, Fuzziness, Knowledge-Based Systems, 16 (2) 219-232 (2008)
Cut-off value of reactive oxygen species for predicting semen quality and fertilization outcome by S Das, R Chattopadhyay, SK Jana, KN Babu , C Chakraborty, B Chakravarty, K Chaudhury Systems Biology in Reproductive Medicine, 54 pp. 1-8 (2008)
A fuzzy clustering methodology for linguistic opinions in group decision making by C Chakraborty, D Chakraborty Applied Soft Computing, 7(3) 858-869 (2007)
Fuzzy rule base for consumer trustworthiness in Internet marketing: An interactive fuzzy rule classification approach by C Chakraborty, D Chakraborty Intelligent Data Analysis, 11 (4) 339 - 353 (2007
A decision scheme based on ordered weighted average (OWA) operator for an evaluation programme: An approximate reasoning approach by C. Chakraborty, D. Chakraborty Applied Soft Computing, 5: 45-43 (2004)
A theoretical development on fuzzy distance measure for fuzzy numbers by C. Chakraborty, D. Chakraborty Mathematical & Computer Modelling, 43 PP 254-261 (2006)
A comparative study of fuzzy and neural network approaches to discriminant analysis with linguistic variables by C. Chakraborty, D. Chakraborty Jnl. of Indian Institute of Science, 85: 265-277 (2005)
Trend analysis of tissue zinc content for medical radiation workers using fuzzy logic by D Chakraborty, C. Chakraborty, J Chatterjee, S K Basu, A. K. Das, S. Palchowdhury, S Chakraborty, K Chaudhuri, Int. J. of Pure and Applied Mathematics, 28(4) PP 463-476 (2006).
[B] CONFERENCE PUBLICATIONS:
Lasker, A., Ghosh, M., Obaidullah, S.M., Chakraborty, C., Goncalves, T., Roy, K. (2022). Ensemble Stack Architecture for Lungs Segmentation from X-ray Images. In: Yin, H., Camacho, D., Tino, P. (eds) Intelligent Data Engineering and Automated Learning – IDEAL 2022. IDEAL 2022. Lecture Notes in Computer Science, vol 13756. Springer, Cham.
Lasker, A., Ghosh, M., Obaidullah, S.M., Chakraborty, C., Roy, K. (2022). Deep Features for COVID-19 Detection: Performance Evaluation on Multiple Classifiers. In: Das, A.K., Nayak, J., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2022. Lecture Notes in Networks and Systems, vol 480. Springer, Singapore.
Saha, M., Arun, I., and Chakraborty, C., HerNet: An Automated HER-2 Scoring Tool for Breast Cancer Screening using Deep Learning. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'17), Jeju, South Korea, 2017.
T. Mungle, S. Tewary, D. Das, I. Arun, R. Ahmed, S. Chaterjee, A. Maiti, C. Chakraborty, Computer assisted pathological image segmentation using Markov Random Field. CARS 2016, Computer Assisted Radiology and Surgery, June 21 - 25, 2016, in Heidelberg, Germany.
S. Tewary, C Chakraborty, L. B. Mohanta, I. Arun, R. Ahmed, and S. Chatterjee, “AutoIHC-Analyzer: Computer assisted microscopy for automated evaluation of ER, PR and Ki-67 molecular markers”. 2nd Int. Con.for Convergence of Technology (I2CT), April 8-9, 2017, Pune, India.
A. Rawat, C Chakraborty, S Tewary, K. Ranipa and K. R. Patel, “A Machine Learning Based Automated Image Quality Assessment Tool for Color Fundus Images Taken with VISUSCOUT 100 Handheld Camera”. 2017 ARVO Annual Meeting, Global Connections in Vision Research, May 7-11, 2017, in Baltimore, Maryland.
V Rai ,S Bose, C Chakarborty, Alteration in biochemical profile of oral submucous fibrosis: a pilot study, 52nd Indian Dental Association, WB State Conference, 2016
V Rai, S Bose, R Mukherjee, A Sarbajan, C Chakraborty , Evaluation of cancer metabolism related proteins in oral pre cancer, World Cancer Congress , Sep 2017 , Kolkata.
S Koley, C Chakraborty, C Mainero, B Fischl, I Aganj, A Fast Approach to Automatic Detection of Brain Lesions, Proceedings of the MICCAI Brain Lesions (Brainles), 2016.
V Kumar, T Bagui, R Mukherjee, V Rai, P Kumar, C Chakraborty, 1H NMR-based Metabolomics Study of Serum in Diabetic Retinopathy, 24th Annual Meeting of International Society for Magnetic Resonance in Medicine, Singapore,2016.
T Bagui, R Mukherjee, V Rai, A Maiti, S Bose, TK Maiti, C Chakraborty, Serum 8-iso-prostaglandin f2α as a predictive bio-marker of oxidative stress in men with diabetic retinopathy, 10th MHWC, Delhi, 2016
S Koley, DK Das, C Chakraborty, AK Sadhu, Pixel-based Bayesian classification for meningioma brain tumor detection using post contrast T 1-weighted magnetic resonance image, Signal Processing and Information Technology (ISSPIT) 2014.
M Saha, S Agarwal, I Arun, R Ahmed, S Chatterjee, P Mitra, C Chakraborty, Histogram based thresholding for automated nucleu segmentation using breast imprint cytology, Advancements of Medical Electronics [S Gupta et al. (eds.)], Lecture Notes in Bioengineering, DOI 10.1007/978-81-322-2256-9_5 (2015).
DK Das, S Koley, C Chakraborty, AK Maiti, Automated segmentation of Mitotic Cells for in vitro histological evaluation of oral squamous cell carcinoma, Signal Processing and Information Technology (ISSPIT) DOI: 10.1109/ISSPIT.2014.7300614 (2014) .
RJ Martis, U R Acharya, AK Ray and C Chakraborty. Application of Higher Order Cumulants to ECG Signals for the Cardiac Health Diagnosis, Accepted for oral presentation in the 33rd Annual International IEEE EMBS Conference 2011, Boston, USA.
16. S. Ghoshdastidar, B. Ghoshdastidar and C. Chakraborty. Does resection of ovarian endometrioma adversely affect oocyte and embryo quality?- a prospective comparative study, Accepted for oral presentation in the 27th Annual Meeting of ESHRE 2011, Stockholm, Sweden.
RK Das, A Barui, C Chakraborty, AK Ray, J Chatterjee, M Pal and RR Paul. Low Cost Semi-Confocal Molecular Imaging with Cold Light Source. IEEE/NIH Life Science Systems and Applications Workshop, April 7-8, 2011, Bethesda, Mayland, USA. DOI:978-1-4577-0422-2/11/@2011 IEEE.
D Pal, KM Mandana, C Chakraborty, Data Mining Approach for Coronary Artery Disease Screening, Presented in the IEEE Conf. - ICIIP-2011, JUIT India.
D.Das, M. Ghosh, A. K. Maiti, M. Pal, C. Chakarborty, Probabilistic Prediction of Malaria using Morphological and Textural Information, Presented in the IEEE Conf. - ICIIP-2011, JUIT India.
M. Ghosh, D.Das, C. Chakarborty, Plasmodium vivax segmentation using modified fuzzy divergence, Presented in the IEEE Conf. - ICIIP-2011, JUIT India.
S Poddar, B Jha, C Chakraborty, Quantitative clinical marker extraction from color fundus images for non-proliferative diabetic retinopathy grading, Presented in the IEEE Conf. - ICIIP-2011, JUIT India.
P Mehrotra, B Ghoshdastidar, S Ghoshdastidar, K Ghoshdastidar, C Chakraborty, Automated Ovarian Follicle Recognition for Polycystic Ovary Syndrome, Presented in the IEEE Conf. - ICIIP-2011, JUIT India.
P Mehrotra, S Ghosh Dastidar, B Ghosh Dastidar and C Chakraborty. Pattern identification of clinical parameters of PCOS for developing a simple and reliable mass screening method. 4th World Congress on Mild Approaches in Assisted Reproduction, ISMAAR, Jan 14-16: Kolkata, India (2011).
B Ghosh Dastidar, C Chakraborty, S B Ray, D D Ghosh, A Sahu and S Ghosh Dastidar, “LH supplementation improves outcome in GnRHa downregulated r-FSH IVF cycles”, The 4th World Congress on Mild Approaches in Assisted Reproduction, 14-16 Jan, 2011, pp 37-38, Science City, Kolkata, India.
RK Das, M Pal, A Barui, RR Paul, C Chakraborty, AK Ray and J Chatterjee. Molecular markers for determining malignant potentiality of Oral Submucous Fibrosis. Cancercon, 2010, February, 18-20, held at Indian Institute of Technology, Madras, Chennai.
RK Das, M Pal, A Barui, RR Paul, C Chakraborty, AK Ray and J Chatterjee. Apotome to visualize E-cadherin and p63 in oral pre-cancer. International Conference on Cellular and Molecular Bioengineering. 2-4th August, 2010, Nanyang Technological University, Singapore.
RK Das, M Pal, RR Paul, A Barui, C Chakraborty, AK Ray and J Chatterjee. Correlating basement membrane features with mucosal molecular expressions in oral pre-cancer. International Conference on Stem Cells and Cancer (ICSCC-2010) 11th-14th December 2010, organized by School of Biotechnology, International Institute of Information Technology (I2IT, Pune).
D Das, M Ghosh, C Chakraborty, M Pal, AK Maity. Invariant moment based feature analysis for abnormal erythrocyte recognition. Proc. of ICSMB, 16-18th December 2010, Kharagpur, India pp. 255-260 (DOI: 978-1-61284-177-9/10/@2010 IEEE).
R Mukherjee, CD. Ray, C Chakraborty, S Dasgupta and K Chaudhury. Clinical biomarker for predicting preeclamsia in women with abnormal lipid profile: statistical pattern classification approach. Proc. of ICSMB, 16-18th December 2010, Kharagpur, India pp 426-430 (DOI: 978-1-61284-177-9/10/978-1-61284-177-9/10/@2010 IEEE).
M Ghosh, D Das and C Chakraborty. Entropy based divergence for leukocyte image segmentation. Proc. of ICSMB, 16-18th December 2010, Kharagpur, India pp 414-418 (DOI: 978-1-61284-177-9/10/978-1-61284-177-9/10/@2010 IEEE).
RK Das, V Venkatraghban, D Sheet, C Chakraborty and AK Ray, J Chatterjee, M Pal and RR Rashmi Pal. Evaluation of p63 expression in oral submucous fibrosis. Proc. of ICSMB, 16-18th December 2010, Kharagpur, India pp 176-181 (DOI: 978-1-61284-177-9/10/978-1-61284-177-9/10/@2010 IEEE).
MRK Mookiah, V Dutta, C Chakraborty and AK Ray. Probabilistic prediction of cancer using nuclei morphometry. IEEE-INDICON-2009, Gandhinagar, Gujrat, India, (ISBN: 978-1-4244-4859-3/09 @ IEEE).
RJ Martis, C Chakraborty and AK Ray. An Integrated ECG feature extraction scheme using PCA and wavelet transform. IEEE-INDICON 2009, Gandhinagar, Gujarat, India (ISBN: 978-1-4244-4859-3/09 @ IEEE).
M Ghosh, D Das, S Mandal, C Chakraborty, M Pal, AK Maity, SK Pal and AK Ray. Statistical pattern analysis of white blood cell Nuclei morphometry. IEEE-TechSym,3-4th April 2010. Kharagpur, India.
MRK Mookiah, P Shah, M Ghosh, M Pal, C Chakraborty, RR Paul, J Chatterjee and AK Ray. Automated characterization of sub-epithelial connective tissue cells of normal oral mucosa: Bayesian Approach. IEEE-TechSym 2010, IIT Kharagpur, Xplore (Accepted) (2010)
M Ghosh, D Das and C Chakraborty. Entropy based divergence for leukocyte image segmentation. ICSMB, 16-18 th December 2010, Kharagpur, India.
C Chakraborty and D Chakraborty. Compositional rule of inference: A fuzzy linear regression approach. Fuzzy Logic and its Appln. in Technology and Management (Eds. D. Chakraborty, S. Nanda, D. Dutta Majumder) Narosa Pub., New Delhi (2007) 81-87.
C Chakraborty and D Chakraborty. Fuzzy Discriminant Analysis for Linguistic Variables. Fuzzy Logic and Optimization (Ed. S. Nanda), Narosa Pub., New Delhi, India (2006) 170-180.
C Chakraborty and D Chakraborty. Approximate Reasoning with OWA Operator in an Evaluation Scheme. Combinatorial & Computational Mathematics (Eds. Nanda & Rajasekhar) Narosa Pub., New Delhi, India (2004) 123-132.
R. R. Paul, D Chakraborty, C Chakraborty, M. Pal, J.Chatterjee and K. Cahudhuri. Fuzzy correlation study to assess the association between clinico-epidemiological variables and progression of oral submucous fibrosis- a precancerous condition. Fuzzy Logic and its Application in Technology and Management (Eds. D. Chakraborty, S. Nanda, D. Dutta Majumder) Narosa Pub., New Delhi (2007) 261-267.
P. Banerjee, D Chakraborty, C Chakraborty, S. Palchowdhury, J. Chatterjee, S. basu, A.K. Hui and K. Choudhuri. Fuzzy trend analysis of healing wounds treated with honey. Fuzzy Logic and its Application in Technology and Management (Eds. D. Chakraborty, S. Nanda, D. Dutta Majumder) Narosa Pub., New Delhi (2007) 268-274.
D Chakraborty, C Chakraborty, J. Chatterjee, S. K. Basu, A. K. Das, S. Palchowdhury, S. Chakraborty and K. Chaudhuri. Fuzzy Regression Analysis of Tissue Trace Metal Content of Radiation Workers. Fuzzy Logic and its Application in Technology and Management (Eds. D. Chakraborty, S. Nanda, D. Dutta Majumder) Narosa Pub., New Delhi (2007) 275-283.
C Chakraborty and D Chakraborty. Interrelationship study among market predictors using fuzzy correlation. Proc. of Recent Advances in Applied Mathematics, Vidyasagar University, Midnapur, West Bengal, India, March 18-19 (2004).
C Chakraborty and D Chakraborty, Aggregation of Experts opinions through Clustering in Group decision making environment, Proc. of Recent Trends & New Directions of Research in Cybernetics & Systems Theory, IASST, Guwahati, India (2004).
[C] BOOK CHAPTERS
Martis R J, Chakraborty C, Ray A K, (2011). Gaussian Mixture Model- Based Clustering for Electrocardiogram Analysis, Data Mining in Biomedical Imaging, Signaling and Systems, Edited by, RU Acharya and S Dua, USA, CRC Press, pp. 101-117.
DK Das, PS Bhattacharya, C Chakraborty (2012). Bayesian Approach to Automated Detection of Asthma using Clinical and Spirometric Information, Edited by RU Acharya etc, Advances in Therapeutic Engineering, CRC Press (Accepted).
DK Das, AK Maiti, C Chakraborty (2012). Textural pattern classification of microscopic images for malaria screening, Edited by RU Acharya etc, Advances in Therapeutic Engineering, CRC Press (Accepted).
MRK Mookiah, C Chakraborty and AK Ray (2011). Wavelet based texture classification of oral histopathological sections. Edited by A. Méndez-Vilas, J. Díaz, Microscopy: Science, Technology, Applications and Education, Vol 2, Formatex Publishers, pp. 897-906.
Muthu Rama Krishnan M, U Rajendra Acharya, V Venkatraghban, M Pal, R R Paul, J Chatterjee, A K Ray, C Chakraborty (2011). Computer-based diagnosis of oral cancer using texture features, Edited by R R Galgekere, A G Ramakrishnan, JK Udupa, Biomedical Engineering, Narosa Pub., 222-227.
Martis R J, Chakraborty C, Ray A K, Acharya R U, (2011), QRS Detection for automated decision support in home health care, Distributed Diagnosis and Home Healthcare - Volume 2, Edited by Rajendra Acharya U, Molinari Filippo, Toshiyo Tamura, D Subbaram Naidu, Jasjit Suri, CA, USA, American Scientific Publishers (Accepted).
Martis R J, Chakraborty C, Ray A K, (2011). Wavelet based machine learning techniques for ECG signal analysis, Machine learning in Healthcare Informatics, Edited by Sumeet Dua, U Rajendra Acharya, Prerna Sethi, Springer- Verlag (Accepted).
Martis R J, Chakraborty C, Mandana K M, Ray A K, (2011). The application of genetic algorithm for unsupervised classification of electrocardiogram, Machine learning in Healthcare Informatics, Edited by Sumeet Dua, U Rajendra Acharya, Prerna Sethi, Springer- Verlag (Accepted).
M Muthu Rama Krishnan, Chandan Chakraborty, Ajoy K. Ray (2011). Texture Based Segmentation, Characterization and Classification Of Oral Epithelium, Edited by Sumeet Dua, Rajendra Acharya U, Prerna Sethi, Machine learning in Healthcare Informatics, Springer-Verlag (In progress).
M Muthu Rama Krishnan, Chandan Chakraborty, Ajoy K. Ray (2011). Texture Features Based Classification Of Oral Histopathological Images, Edited by Sumeet Dua, Rajendra Acharya U, Prerna Sethi, Machine learning in Healthcare Informatics, Springer-Verlag (Accepted).
Magnetic resonance image quality enhancement using transform based hybrid filtering by MK Nag, S Koley, C Chakraborty, AK Sadhu Advancements of Medical Electronics, Springer Lecture Notes in Bioengineering, 39-48 (2015)
Histogram based thresholding for automated nucleus segmentation using breast imprint cytology by M Saha, S Agarwal, I Arun, R Ahmed, S Chatterjee, P Mitra, C Chakraborty Advancements of Medical Electronics, Springer Lecture Notes in Bioengineering, 49-57 (2015).
Asifuzzaman Lasker, Mridul Ghosh, Sk Md Obaidullah, Chandan Chakraborty & Kaushik Roy, ‘A deep learning-based framework for COVID-19 identification using chest X-ray Images’, River Pub., Advancement of Deep Learning and its App. in Object Detection and Recognition, 23-46 (2023).