Dr. (Mrs.) Lipi B. Mahanta

Research

  1. Image Processing and Pattern Recognition
  2. Epidemiology
  3. Distribution Theory
Designation Department Period
From To
Jr. Programmer (Temporary) Computer Science Department 2nd April 1990 31st July, 1990.
Jr. Programmer (Permanent) Computer Science Department 1st August 1990 30th April 1995.
Assistant Professor (I) Computer Science Department 1st May 1995 22nd Feb 2003
Assistant Professor (II) Computer Science Department 23rd Feb 2003 Dec 2004
Assistant Professor (II) CCNS Dec 2004 May 2013
Associate Professor (I) CCNS June 2013 Dec 31 2019
Associate Professor (II) CCNS January 2020 Till now

Sl Title of the Paper Authors Name of the journal; year; IF Year
1 Extended Pearsonian System of Curves. Lipi B. Mahanta & D.C.Nath Proceedings of the Annual Technical Session, Assam Science Society, Vol 1, 2000. 2000
2 Bivariate (Discrete) Pearsonian Systems of curves. Lipi B. Mahanta & D.C.Nath Contributions to Applied and Mathematical Statistics. Vol 2, 2004. 2004
3 Mean Deviation for Discrete Pearsonian System of Curves and its computational techniques. Lipi B. Mahanta & D.C.Nath Statistical thinking: Methods and Applications, Dept. of Statistics, Gauhati University, 2004. 2004
4. Maximum Likelihood Estimators For Fitting The Pearsonian Type II System Of Curves Lipi B. Mahanta & D.C.Nath International Journal of Science and Technology, TURKEY,   Vol 2, No.2, 2007 2007
5. Estimation of parameters of Pearsonian Type VII distribution by scoring method Lipi B. Mahanta & D.C.Nath Journal of Statistics Sciences, New Delhi, India Vol. 1, No. 1, 2008 2008
6. Socio-economic profile and Food safety knowledge and practice of Street Food Vendors in the city of Guwahati, Assam Manisha Choudhury, Lipi B. Mahanta, Jayashree Goswami, Minakshi Mazumder, Barnali Pegoo Food Control. Vol 22, Issues 2, 196-203, 2010

IF:3.891

2010
7. Will Capacity Building Training Interventions given to street food vendors give us safer food? : A cross-sectional study from India Manisha Choudhury, Lipi B. Mahanta, Jayashree Sarmah Goswami and Meenakshi Dutta Mazumder Food Control. Vol 22, Issues 8, 233-1239. 2011

IF:3.891

2011
8. Fuzzy Mathematical and Shape Theoretic Approach to Cervical Cell Classification L. B. Mahanta, C.K. Nath, S. Karan, D. C. Nath, D. D. Majumdar, J. D. Sharma, International Journal of Computer Applications, 36(6): 1-5, December 2011

IF:0.702

2011
9. Cervix Cancer Diagnosis from Pap Smear Images Using Structure Based Segmentation and Shape Analysis Lipi B. Mahanta, Dilip C. Nath, Chandan Kr. Nath Journal of Emerging Trends in Computing and Information Sciences , Vol.3, No.2: 245-249, February 2012 2012
10. The Pearsonian Type III curve and its potentials in projecting insurance data Lipi B. Mahantaand Dilip C. Nath

 

IFRSA’s International Journal Of Computing (IIJC) , Vol. 2 No. 2: 499-503, April 2012 2012
11. On the study of risk factors of ca.cervix and ca.breast: A case study in Assam Lipi B. Mahanta, Dilip C. Nath, Nijara Rajbongsh Bonfring International Journal of Data Mining, Vol. 2, No. 2, June 2012 2012
12. Nutritional Status and Impact of Socio-Economic Factors on Pregnant Women in Kamrup District of Assam Lipi B. Mahanta, Tanusree Deb Roy, Rongmili Gogoi Dutta, Arundhuti Devi Ecology of Food and Nutrition. Volume 51, Issue 6, 2012 DOI:10.1080/03670244.2012.705701
IF:1.343
2012
13 A Systematic review of Unhealthy habits and Cardiac death rate among population with different occupation in Assam Juri Pathak, NetramoniKakati, Lipi B. Mahanta

 

International Journal of Medicine and Pharmaceutical Sciences. Volume 2 Issue 3, Dec 2012, 1-6. 2012
14. Analysis of Malignant Cervical Cells Based on N/C Ratio Using Pap Smear Images Lipi B. Mahanta and Kangkana Bora International Journal of Advanced Research in Computer Science and Software Engineering. Volume 2, Issue 11, November 2012 ISSN: 2277 128X 2012
15 Analysis of Pap smear images for malignancy detection of cervical cells Lipi B. Mahanta and Kangkana Bora International Journal of Advanced Research in Computer Science and Software Engineering ,Volume 3, Issue 5, May 2013,ISSN: 2277 128X, 2013
16. Hyperchromasia and Texture as effective features for analysis of

malignancy in Pap smear Images

Lipi B. Mahanta and Kangkana Bora International Journal of Signal Processing, Image Processing and Pattern Recognition

Vol. 6, No. 4, August 2013, 451-466

2013
17. A Study on Handwritten Signature L.B.Mahanta and Alpana Deka International Journal of Computer Applications (0975 – 8887) Volume 79 – No.2, October 2013

IF:0.702

2013
18. Skew and Slant Angles of Handwritten Signature L.B.Mahanta and Alpana Deka International Journal of Innovative Research in Computer and Communication Engineering (An ISO 3297: 2007 Certified Organization)

Vol. 1, Issue 9, November 2013, 2030-2034

2013
19 Trace Metal Composition of PM2.5, Soil, and Machilus bombycina Leaves and the Effects on Antheraeaassama SilkWorm Rearing in the Oil Field Area of Northeastern India Gitumani Devi, Krishna Gopal Bhattacharyya, Lipi B Mahanta and Arundhuti Devi Water Air Soil Pollut (2014) 225:1884

DOI 10.1007/s11270-014-1884-2

IF:1.769

2014
20 Comparative Study of Waiting and Service Costs of Single and Multiple Server System: A Case Study on an Outpatient Department S. Dhar, K. K. Das, L. B. Mahanta International Journal of Scientific Footprints (2014); 2(3):1; 8–30 2014
21 Automatic Detection of Brain Tumor from MR Images using Morphological Operations and K-Means Based Segmentation AnkurJyoti Das, Lipi B. Mahanta and Vijay Prasad Proceedings of the Second International Conference on “Emerging Research in Computing, Information, Communication and Applications” ERCICA, 845-850.ISBN 9789351072621 (Elsevier Publications) 2014
22 A Matched Case Control study of risk indicators of breast cancer in Assam, India Rajbongshi N, Mahanta LB, Nath DC, Sarma JD

 

Mymensingh Medical Journal, 2015 Apr; 24(2):385-91. PUBMED

IF:0.37

2015
23 On the study of pre-pregnancy BMI and weight gain as indicators of Nutritional status of pregnant women belonging to low socio-economic category: A study from Assam Lipi B Mahanta, Manisha Choudhury, Arundhuti Devi, Arunima Bhattacharya Indian Journal of Community Medicine, Vol 40, Issue 3 pp 198-202, July 2015

IF:0.37

2015
24 Evaluation of female breast cancer risk among the betel quid chewer: A bio-statistical assessment in Assam, India Nijara Rajbongshi, Lipi B Mahanta, Dilip C Nath Nepal Journal of Epidemiology. 2015;5(2); 494-498. PUBMED

IF:0.204

2015
25 Image Based Methods Available For Early

Detection of Oral Cancer: A Review

TabassumYesmin Rahman, Dr. Lipi B. Mahanta, Dr. Anup Das International Journal of Innovative Research in Computer and Communication Engineering

(An ISO 3297: 2007 Certified Organization)Vol. 3, Issue 8, August 2015

2015
26 Can communication media improve the KAP status of frontline health workers? A cross-sectional study on MCH indicators from Assam, India Lipi B Mahanta, Manisha Choudhury, Sikha Borthakur, Ritul Bhagabati, Partha Gogoi South East Asia Journal Of Public Health, 2015;5(2):57-64. DOI: http://dx.doi.org/10.3329/seajph.v5i2.28314 2015
27 Assessing the awareness level of breast and cervical cancer: a cross-sectional study in northeast India Kangkana Bora, Nijara Rajbongshi, Lipi B. Mahanta, Pallabi Sharma, Dipankar Dutta. Int J Med Sci Public Health;Vol 5; Issue 10 ; 1-8; Online First: 29 Apr, 2016. SCOPEMED

doi:10.5455/ijmsph.2016.28012016409

2016
28 A queuing model for dealing with patients with severe disease Lipi B. Mahanta, Kishore K. Das and Soma Dhar Electronic Journal of Applied Statistical Analysis Vol. 09, Issue 02, October 2016, 362-370 DOI: 10.1285/i20705948v9n2p362

IF:0.16

2016
29 Exploring Age Distribution Pattern of Female Breast Cancer Patients in Assam, India Using Gamma Probability Distribution Model N. Rajbongshi, D.C. Nath and L.B. Mahanta Journal of Applied Sciences Vol.16 (11): 496-503, 2016 DOI: 10.3923/jas.2016.496.503

IF:0.48

2016
30 Pap Smear Image Classification Using Convolutional Neural network Kangkana Bora, Manish Chowdhury, Lipi B. Mahanta, Malay K. Kundu, Anup K. Das Proceeding

ICVGIP ’16 Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing

Article No. 55
Guwahati, Assam, India — December 18 – 22, 2016
ACM New York, NY, USA ©2016
ISBN: 978-1-4503-4753-2 doi>10.1145/3009977.3010068

2016
31 Automated classification of Pap smear images to detect cervical dysplasia Kangkana Bora, Manish Chowdhury, Lipi B. Mahanta, Malay Kumar Kundu, Anup Kumar Das Computer Methods and Programs in Biomedicine 138 (2017) 31–47 http://dx.doi.org/10.1016/j.cmpb.2016.10.001

IF: 3.424

2017
32 An infinite server queueing model with varying arrival and departures rates for healthcare system Soma Dhar, Kishore K. Das and Lipi B. Mahanta Int. Journal of Pure and Appl. Math; Volume 113 No. 5 2017, 583-593

IF: 0.25

2017
33 AutoIHC-Analyzer: Computer assisted microscopy for automated evaluation of ER, PR and Ki-67 molecular markers Suman Tewary, Chandan Chakraborty, Lipi B. Mahanta, Indu Arun, Rosina Ahmed and Sanjoy Chatterjee Paper   : 859 pp 1049-1053

IEEE EXPLORE I2CT 2017

2nd International Conferences for Convergence of Technology (I2CT), Pune, India 07 April -08 April -09, 2017; DOI: 10.1109/I2CT.2017.8226288

2017
34 Near-set based mucin segmentation in histopathology images for detecting mucinous carcinoma Soma Banerjee & Monjoy Saha & Indu Arun & Bijan Basak & Sanjit Agarwal & Rosina Ahmed & Sanjoy Chatterjee & Lipi B. Mahanta & Chandan Chakraborty J Med Syst (2017) 41:144

DOI 10.1007/s10916-017-0792-6

IF:2.456

2017
35 Morphology-based feature classification between childhood medulloblastoma and normal brain cells using Neural Networks Daisy Das, Dr. Lipi B. Mahanta, Dr. Shabnam Ahmed 10th International conference on Recent Development in Engineering Science, Humanities and Management, Panjab University 2017
36 Morphology-based feature classification between childhood medulloblastoma and normal brain cells using Neural Networks Daisy Das, Dr. Lipi B. Mahanta, Dr. Shabnam Ahmed International Journal of Advance Research in Science and Engineering, Vol. No. 06, Issue 12, December 2017 2017
37 Textural pattern classification for oral squamous cell carcinoma TabassumYesmin Rahman1, Lipi B. Mahanta1,*, Chandan Chakraborty2, Anup K. Das3, Jagannath D Sarma4 Journal of Microscopy, Vol. 269, Issue 1 2018, pp. 85–93 doi: 10.1111/jmi.12611

IF: 2.15

2017
38 A novel region growing based method to remove Pectoral Muscle from MLO mammogram images Manasi Hazarika*, Dr. Lipi B Mahanta

 

In: Kalam A., Das S., Sharma K. (eds) Advances in Electronics, Communication and Computing. Lecture Notes in Electrical Engineering, vol 443; pp 307-316. Springer, Singapore. 2018
39 Estimation of the waiting time of patients in a hospital with simple Markovian model using Order Statistics

 

 

Soma Dhar, Lipi B. Mahanta and Kishore K. Das Hacettepe Journal of Mathematics and Statistics

Volume 48 (1) (2019), 274 – 289

DOI: 10.15672/HJMS.2018.607

http://dergipark.gov.tr/hujms/page/5558

IF: 0.16

2018

 

40 Analysis of morphological features of benign and malignant breast cell extracted from FNAC microscopic image using the Pearsonian System of Curves. Rajbongshi N, Bora K, Nath DC, Das AK, Mahanta LB * Journal of Cytology 2018;35:99-104.

IF: 0.68

2018
41 An Ensemble Based Offline Handwritten Signature Verification System. Lipi B. Mahanta1* and Alpana Deka2 Statistics, Optimization and Information Counting,   IF: 0.361 2018

 

42 A new breast border extraction and contrast enhancement technique of Digital Mammogram Images for improved detection of breast cancer Manasi Hazarika, Lipi B Mahanta* Asian Pac J Cancer Prev, 19 (8), 2141-2148

IF: 1.5

2018

 

43 Automated histopathological diagnosis of pediatric medulloblastoma– a review study Daisy Dasa, Lipi B. Mahantaa, Basanta Kr. Baishyac, Inamul Haquec International Journal of Applied Engineering Research (IJAER) ISSN 0973-4562 Volume 13, Number 11 (2018) pp. 9909-9915

IF: 0.2

2018

 

44 Estimating Risk of Breast cancer at different ages: Application of Survival Techniques N Rajbongshi1, D C Nath2, L B Mahanta1*

 

Asian Pacific Journal of Cancer Prevention

19 (11), 3033-3038

DOI:10.31557/APJCP.2018.19.11.3033

IF: 1.5

2018

 

45 Automated Classification of Childhood Brain Tumours based on texture feature Daisy Das, Lipi B. Mahanta*, Shabnam Ahmed, Basanta Kr. Baishya, Inamul Haque Songklanakarin J. Sci. Technol.

41 (5), 1014-1020, Sep. – Oct. 2019

IF: 0.24

2018

 

46 Study of contribution of Biological Interpretable and computer-aided features towards the classification of Childhood Medulloblastoma Cells. Daisy Das, Lipi B. Mahanta*, Shabnam Ahmed, Basanta Kr. Baishya, Inamul Haque Journal of Medical Systems 42:151

https://doi.org/10.1007/s10916-018-1008-4

IF: 2.456

2018

 

47 Fuzzy NSCT packet based feature extraction method for automated classification of Pap smear images Kangkana Bora, Lipi B Mahanta1*, Anup Kumar Das International Journal of Applied Engineering Research (IJAER) ISSN 0973-4562 Volume 13, Number 9 (2018) pp. 6709-6716

IF: 0.14

2018
48 Forecasting: A review and its application to handwritten signatures Alpana Deka and L.B. Mahanta International Journal of Applied Engineering Research ISSN 0973-4562 Volume 13, Number 21 (2018) pp. 15192-15195 IF: 0.14 2018

 

49 Applications of image preprocessing techniques in handwritten signatures Alpana Deka and L.B. Mahanta Journal of Emerging Technologies and Innovative Research, November 2018, Volume 5, Issue 11, 400-405 (ISSN-2349-5162) 2018

 

50 Real time verification of Offline handwritten signatures using K-means clustering Alpana Deka and L.B.Mahanta International Journal of Advanced Scientific Research and Management Technology and Advanced Engineering (IJASRM), Volume 3 Issue 11, Nov 2018, pp 418-423 2018
51 Inceptionism and Residualism in Classification of Breast Fine Needle Aspiration Cytology Cell Samples Amartya Ranjan Saikia, Dr. Lipi B. Mahanta, Kangkana Bora and Dr. Anup K. Das, Intel® Student Ambassador

AI Poster Presentations, 2018. https://software.intel.com/en-us/ai-academy/poster-presentations

2018
52 Lung segmentation from CT images: Impact of different window settings on the accuracy of segmentation Manas Jyoti Das, Lipi B Mahanta Journal of Emerging Technologies and Innovative Research(JETIR) Volume 5 | Issue 12 | Year December-2018 Page No: 189-195 2018

 

53 Applications of time-series analysis: A case study on the development of a predictive model for handwritten signature. Alpana Deka1 and Lipi B. Mahanta2*

 

Songklanakarin Journal of Science and Technology (SJST); 41 (1), 136-143, Jan. – Feb. 2019

IF : 0.24

2019

 

54 Formulation of the simple Markovian model using fractional calculus approach and its application to analysis of queue behavior of severe patients Soma Dhar, Lipi B. Mahanta and Kishore K. Das Statistics in Transition new series, March 2019

Vol. 20, No. 1, pp. 117–129

IF: 0.22

2019

 

55 A Pilot Study on Image Processing Methods for Segmentation of Striations in Fired Bullets Lipi B. Mahanta*,   Kangkana Bora, Rahul Kumar, Shauvik Purkayastha, R. Suresh International Journal of Computer Sciences and EngineeringVol.-7, Issue-3, pp 449-455, March 2019 2019

 

56 A Hierarchical Spatial Fuzzy C Means Algorithm for Mammographic Mass Segmentation Manasi Hazarika*, Dr. Lipi B. Mahanta2 International Journal of Computer Science and Engineering,Volume 7, Issue 1, Page no. 84-88 2019

 

57 An Epidemiology Study on Prevalence of Cervical Cancer and its Associated Risk Factors among Women Attending Cervical Cancer Screening at a Public Hospital of Assam Elima Hussain and Lipi B. Mahanta Two-Day National Seminar on STATISTICS FOR PEOPLE, SOCIETY AND ECONOMY, held at the Department of Statistics, Gauhati University during February 22-23, 2019. 2019
58 Statistical Method in analysis of Childhood Medulloblastoma and its subtypes from extracted set of features Daisy Das and Lipi B. Mahanta Two-Day National Seminar on STATISTICS FOR PEOPLE, SOCIETY AND ECONOMY, held at the Department of Statistics, Gauhati University during February 22-23, 2019. 2019
59 Comparative assessment of CNN architectures for Classification of Breast FNAC images Amartya Ranjan Saikia, Kangkana Bora, Lipi B. Mahanta, Anup Das Tissue and Cell; 57 (2019) 8–14

https://doi.org/10.1016/j.tice.2019.02.001

IF: 1.553

2019
60 Multiscale Anisotropic Morlet Wavelet for Texture Classification of Interstitial Lung Diseases Manas Jyoti Das*, Lipi B Mahanta (Artificial Intelligence and Data Engineering) AIDE 2019. The proceedings of AIDE 2019 will be published in the Springer-Nature “Advances in Intelligent Systems and Computing” by Springer International Publishing. 2019
61 On the study of Childhood medulloblastoma auto cell segmentation from histopathological tissue samples Daisy Das1 and Lipi B. Mahanta1 © Springer Nature Switzerland AG 2019

B. Deka et al. (Eds.): PReMI 2019, LNCS 11942, pp. 3–12, 2019.

https://doi.org/10.1007/978-3-030-34872-4_1

2019
62 Design and Analysis of an Isotropic Wavelet features-based Classification algorithm for Adenocarcinoma and Squamous Cell Carcinoma of Lung Histological Images Manas Jyoti Das*, Lipi B Mahanta © Springer Nature Switzerland AG 2019

B. Deka et al. (Eds.): PReMI 2019, LNCS 11942, pp. 50–60, 2019.

https://doi.org/10.1007/978-3-030-34872-4_6

2019
63 Automated counting of Platelets and White Blood Cells from Blood Smear Images Lipi B. Mahanta1, Kangkana Bora2, Sourav Jyoti Kalita3, Priyangshu Yogi3 © Springer Nature Switzerland AG 2019

B. Deka et al. (Eds.): PReMI 2019, LNCS 11942, pp. 13–20, 2019.

https://doi.org/10.1007/978-3-030-34872-4_2

2019
64 On the study of automated identification of firearms through associated striation marks Pratyashee Changmai, Kangkana Bora, R Suresh,   Navamita Deb, Lipi B Mahanta* BALLISTICS 2019,   Volume 1: Exterior Ballistics, Interior Ballistics, Launch Dynamics, and Others

ISBN: 978-1-60595-610-7, DOI

10.12783/ballistics2019/33156

31st International Symposium on Ballistics November 4-8, 2019, Hyderabad, India Organized by The Aeronautical Society of India, Hyderabad Branch with the cooperation of the International Ballistics Society (IBS), DEStech Publications, Inc.

Edited by: Dr. V.K. Saraswat, Member NITI Aayog, Government of India, Dr. G. Satheesh Reddy, Secretary Department of Defence (R&D), Chairman DRDO, Government of India, Chairman AeSI Hyderabad Branch and Dr. Clive Woodley, Imperial College, UK

 

2019
65 A Study on epidemiological factors and its association with pathological findings for precancerous symptoms of cervical cancer Chandana Ray Das, Lipi B. Mahanta, Himakshi Borah, Elima Hussain, Arundhuti Devi, Manjula Chowdhury, A.C. Adhikari Indian Journal of Public Health Research & Development

IF: 0.11

It will be published in Volume 12. No.1. January 2021 issue

2020

Accepted

66 Performance Comparison of Multi-resolutional Transform DWT, RT and NSCT for Pap smear image classification Kangkana Bora1, Lipi B. Mahanta2*, and M. K. Bhuyan2 Second International Conference on Advances in Electrical, Electronic and System Engineering, IEEE Explore, November 02 – 03, 2019, GU
67 Automated Oral Squamous Cell Carcinoma Identification using Shape, Texture and Color features of Whole Image Strips Tabassum Yesmin Rahman1, Lipi B. Mahanta2*, Anup K. Das3, Jagannath D Sarma4 Tissue and Cell, 63 (2020) 101322

IF: 1.553

2020

 

68 Histopathological techniques and features for diagnosis of oral cancer: a study on optimum preferences. Tabassum Yesmin Rahman1, Lipi B. Mahanta2*, Anup K. Das3, Jagannath D Sarma4 Indian Journal of Public Health Research and Development

IF: 0.11

It will be published in Volume 11, No 5, May 2020 issue

2020

Accepted

69 Classification of Childhood Medulloblastoma and its subtypes using Transfer Learning features – A Comparative Study of Deep Convolutional Neural Networks Daisy Das1, Lipi B. Mahanta1*, Basanta K Baishya2, Shabnam Ahmed3 ICCECE ( International Conference on Computer, Electrical & Communication Engineering), Techno India University, West Bengal, 16-18 January, 2020 Presented
70 A histopathological image repository of normal epithelium of Oral Cavity and Oral Squamous Cell Carcinoma Tabassum Yesmin Rahman, Lipi B. Mahanta*, Anup K. Das, Jagannath D Sarma Data in Brief

Volume 29, April 2020, 105114

https://doi.org/10.1016/j.dib.2020.105114

IF: 0.93

2020

Projects

  1. Project entitled Studies on some pattern recognition and machine learning models with application to real life problems related to cancer data and development of algorithms based on Pearsonian system of curves, with co_PI Dr. Dilip C. Nath of Dept. of Statistics, G.U. and Advisor Prof. Dwijesh DuttaMajumder, Prof Emeritus of ISI, Kolkata. The project was funded by the Department of Science and Technology, Govt. of India .
  2. Project entitled Nutritional Status of the pregnant women in the low socio economic areas in Kamrup District, with co-PI Dr. (Mrs.) A. Devi, Resource Management and Environment Sciences, IASST, funded by Central Statistical Organisation, Ministry of Statistics and Programme Implementation, New Delhi.
  3. Project entitled On The Development Of An Automated Image Analysis System For Detection Of Cervical Pre-Cancerous And Cancer Lesions Using Liquid Cytology Based Pap Smear, with PI :- Principal of GMCH and co-PIs :- Dr. (Mrs.) A. Devi, Resource Management and Environment Sciences, IASST; Dr Chandana Ray Das, Asstt Prof GMCH; Dr Manjula Chowdhury, Professor, GMCH. The project is funded by DBT, Government of India, New Delhi.

Current Group Members

  1. Kangkana, INSPIRE Fellow
  2. Manas Jyoti Das, JRF
  3. Tabassum Yesmin Rehman, Woment Scientist
  4. Nijara Rajbongshi, JRF
  5. Manashi Hazarika, Part Time Scholar
  6. Alpana Deka, Part Time Scholar
  7. Soma Dhar, Part Time Scholar
  8. Manisha Choudhury, Part Time Scholar

To be updated