Patents

1.    Certificate of Registration for a UK Design, Design number: 6356180, Grant date: 09 April 2024, Registration date: 29 March 2024

2. “Method and system for measuring statistical similarity based on energy function” at South Korea, Inje University Industry-Academic Cooperation Foundation,Patent Application No.10-2021-0111554.

Publications

Journals (SCI/SCIE): 21

A. New Methods and Models

1.      Mainak Biswas, VenkatanareshbabuKuppili and Damodar Reddy Edla, ALDL: A Novel Method for Label Distribution Learning, Sadhana, 44 (3), (2019):53Status: Published, Springer (IF 1.000).

2.      Mainak Biswas, Shubhro Chakrabartty, Jasjit S. Suri, Hanjung Song,A novel statistical mechanics-based metric for characterization of text documents, Computers and Electrical Engineering, Status: Accepted, Elsevier (IF 2.663).

3.  VenkatanareshbabuKuppili, Mainak Biswas, Damodar Reddy Edla, Ravi Prasad K.J and Jasjit S. Suri, A Mechanics-based Similarity Measure for Text Classication in Machine Learning Paradigm, IEEE Transactions on Emerging Topics in Computational Intelligence,4(2), (2020): 180-200.Status: Published.

4.  VenkatanareshbabuKuppili, Mainak Biswas and Damodar Reddy Edla. PLDL: A Novel Method for Label Distribution Learning, The International Arab Journal of Information Technology, 16 (6), (2019):1021-1027Status: Published, (IF 0.410).

B. Applications of Machine/Deep Learning

5.  Mainak Biswas, VenkatanareshbabuKuppili, Damodar Reddy Edla, Harman S. Suri, Luca Saba, RuiTatoMarinhoe, J. Miguel Sanches, Jasjit S. Suri., Symtosis: Liver Ultrasound Tissue Characterization and Risk Stratification in Optimized Deep Learning Paradigm.Computer Methods and Programs in Biomedicine, 155 (2018): 165-177, Status: Published, Elsevier (IF 3.632).

6.  Mainak Biswas, VenkatanareshbabuKuppili, Luca Saba, Damodar Reddy Edla,ElisaCuadradoGodia, Harman S Suri, Aditya Sharma, Elisa Cuadrado-Godia, John R Laird, Andrew Nicolaides, Jasjit S Suri, Deep learning fully convolution network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk, Medical and Biological Engineering and Computing, (2018): 1-22 Status: Published, Springer Nature (IF 2.116).

7.  Mainak Biswas, VenkatanareshbabuKuppili, Tadashi Araki, Damodar Reddy Edla, Elisa CuadradoGodia, Luca Saba, Harman S Suri, TomazOmerzu, John R Laird, Narendra N Khanna, Andrew Nicolaides, Jasjit S Suri, Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort, Computers in Biology and Medicine, 98 (2018): 100-117, Status: Published, Elsevier(IF 3.434).

8.  Mainak Biswas, VenkatanareshbabuKuppili, Luca Saba, Damodar Reddy Edla, Harman S. Suri, Elisa Cuadrado-Godia, John R. Laird, RuiTatoMarinhoe, Joao M. Sanches, Andrew Nicolaides and Jasjit S. Suri, State-of-the-art review on Deep Learning in medical imaging, Frontiers in Bioscience-Landmark, 24 (2019): 392-426, Status: Published, (IF 2.170).

9.  Mainak Biswas, Luca Saba, Shubhro Chakrabartty, Narender N Khanna, Hanjung Song, Harman S. Suri, Petros P. Sfikakis, Sophie Mavrogeni, KlaudijaViskovic, John R. Laird, Elisa Cuadrado-Godia, Andrew Nicolaides, Aditya Sharma, Vijay Viswanathan, AthanasiosProtogerou, George Kitas, GyanPareek, Martin Miner, Jasjit S. Suri, Two-Stage Artificial Intelligence Model for Jointly Measurement of Atherosclerotic Wall Thickness and Plaque Burden in Carotid Ultrasound: a Screening Tool for Cardiovascular/Stroke Risk Assessment, Computers in Biology and Medicine, Status: Accepted, Elsevier(IF 3.434)

10.  Mainak Biswas, L. Saba, T. Omerzu, A. M. Johri, N. N. Khanna, K. Viskovic, S. Mavrogeni, J. R. Laird, G. Pareek, M. Miner, A. Balestrieri, P. P. Sfikakis, A. Protogerou, D. P. Misra, V. Agarwal, G. D. Kitas, R. Kolluri, A. Sharma, V. Viswanathan, Z. Ruzsa, A. Nicolaides, and J. Suri, A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework,Journal of Digital Imaging, vol. In Press, 2021.

11.  Gopal Singh Tandel, Mainak Biswas, Omprakash G. Kakde, Monica Turk, Harman S. Suri, AshishTiwari, John Laird, Christopher KwakuAsare, Annabel A. Ankrah, Narendra N Khanna, MadhusudhanB K., Luca Saba, Jasjit S. Suri, A Review on a Deep Learning Perspective of Brain Cancer Classification,Cancers, Status: Published, (IF 6.370).

12.  Luca Saba, Mainak Biswas, Elisa Cuadrado-Godia, Harman S. Suri, Damodar Reddy Edla , TomažOmerzu, John R. Laird,  Michele Anzidei , Narendra N Khanna , Sophie Mavrogeni , AthanasiosProtogerou , Petros P. Sfikakis, Vijay Viswanathan , George D. Kitas, Andrew Nicolaides, Ajay Gupta, Jasjit S Suri ,The Present and Future of Deep Learning in Radiology, European Journal of Radiology,  Status: Published, Elsevier(IF 3.110).

13.  Md. Maniruzzaman, Md. Jahanur Rahman, BenojirAhammed, Md. Menhazul Abedin1, Harman S. Suri, Mainak Biswas, Ayman El-Baz, PetrosBangeas, GeorgiosTsoulfas, Jasjit S Suri.Statistical Characterization and Classification of Colon Microarray Gene Expression Data using Multiple Machine Learning Paradigms. Computer Methods and Programs in Biomedicine, Status: Published, Elsevier (IF 3.632).

14.  Luca Saba, Anurag Tiwari, Mainak Biswas, Suneet K. Gupta, Elisa Godia-Cuadrado, Amrita Chaturvedi, Monika Turk, Harman S. Suri, SandroOrru, J. Miguel Sanches, Carlo Carcassi, RuiTatoMarinho, Christopher KwakuAsare, Narendra N. Khanna, Madhusudhan BK, Jasjit S. Suri, Wilson’s disease: A new perspective review on its genetics, diagnosis and treatment, Frontiers in Bioscience-Landmark, 24 (2019): 392-426, Status: Published, (IF 2.170).

15.  Saba, Luca, Mainak Biswas, Harman S. Suri, KlaudijaViskovic, John R. Laird, Elisa Cuadrado-Godia, Andrew Nicolaides, N. N. Khanna, Vijay Viswanathan, and Jasjit S. Suri, Ultrasound-based carotid stenosis measurement and risk stratification in diabetic cohort: a deep learning paradigm. Cardiovascular Diagnosis and Therapy, 9 (5)(2019): 439, Status: Published, (IF 2.615).

16.  Chakrabartty, Shubhro, SuvojitAcharjee, AlaaDdin Al-Shidaifat, Mainak Biswas, and Hanjung Song. Gd-doped HfO2 memristor device, evaluation robustness by Image noise cancellation and edge detection filter for Neuromorphiccomputing. IEEE Access (2019), Status: Published, (IF 4.640).

17.  Dee H. Wu, Zhongning Chen, Justin C. North, Mainak Biswas, Jonathan Vo, Jasjit S. Suri. Machine learning paradigm for dynamic contrast-enhanced MRI evaluation of expanding bladder,Frontiers in Bioscience-Landmark, 25 (2020): 1746-1764, Status: Published, (IF 2.170).

18.  VenkatanareshbabuKuppili, Mainak Biswas, AswiniSreekumar, DamodarReddyEdla, Harman S. Suri, Luca Saba, J. Miguel Sanches, Jasjit S. Suri, Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease (FLD) using Ultrasound Tissue Characterization, Journal of Medical Systems, 41(10) (2017): 152, Status: Published, Springer (IF 3.058).

C. Related to AI in COVID-19

19.  Jasjit S. Suri, AnudeepPuvvula; Mainak Biswas; MishaMajhail; Luca Saba; GavinoFaa; Inder M Singh; Ronald Oberleitner; Monika Turk; Paramjit S Chadha; Amer M Johri; J Miguel Sanches; Narendra N Khanna; KlaudijaViskovic; Sophie Mavrogeni; John R Laird; GyanPareek; Martin Miner; David W Sobel; AntonellaBalestrieri; Petros P Sfikakis; George Tsoulfas; AthanasiosProtogerou; Durga P Misra; Vikas Agarwal; George D Kitas; Puneet Ahluwalia; Raghu Kolluri; JagjitTeji; Mustafa Al-Maini; Ann Agbakoba; Surinder K. K Dhanjil; MeyypanSockalingam; AjitSaxena; AjitSaxena; Andrew Nicolaides; Aditya Sharma; Vijay Rathore; Janet N Ajuluchukwu; MostafaFatemi; AzraAlizad; Vijay Viswanathan; P K Krishnan; Subbaram Naidu, COVID-19 Pathways for Brain and Heart Injury in Comorbidity Patients: A role of Medical Imaging and Artificial Intelligence-based COVID severity Classification: A Review, Computers in Biology and Medicine, Status: Accepted, Elsevier(IF 3.434)

20.  Suri, Jasjit S., AnudeepPuvvula, MishaMajhail, Mainak Biswas, Ankush D. Jamthikar, Luca Saba, GavinoFaa et al. Integration of cardiovascular risk assessment with COVID-19 using artificial intelligence.Reviews in Cardiovascular Medicine 21 (2020): 541-560 (IF 0.670)

21.  Suri, Jasjit S., Sushant Agarwal, Suneet K. Gupta, AnudeepPuvvula, Mainak Biswas, Luca Saba, Arindam Bit et al. A Narrative Review on Characterization of Acute Respiratory Distress Syndrome in COVID-19-infected Lungs using Artificial Intelligence. Computers in Biology and Medicine (2021): 104210 Status: Accepted, Elsevier(IF 3.434)

Conferences:

1.  LucaSaba, Mainak Biswas, VenkatanareshbabuKuppili et al. (2018), ”Optimized Deep Learning based Liver Ultrasound Tissue Characterization and Risk Stratification” AIUM Convention, New York.

2.      Luca Saba, Mainak Biswas, VenkatanareshbabuKuppili et al. (2018), ”Risk Stratification of Fatty Liver Disease using Extreme Learning Machine based Ultrasound Tissue Characterization” 2018 AIUM Convention, New York.

3.      Luca Saba, Mainak Biswas, VenkatanareshbabuKuppili et al. (2018), ”Deep Learning based accurate lumen diameter measurement in curved vessels in carotid ultrasound” 2018 AIUM Convention, New York.

4.      Luca Saba, Mainak Biswas, VenkatanareshbabuKuppili et al. (2018), “Deep Learning based Risk Assessment and Stenosis Measurement in Common Carotid Artery”. Status: Accepted. NDS-2018.

5.      Suneet Gupta, Mainak Biswas, (2013), “Improving the Network Life Time of Wireless Sensor Networks using Particle Swarm Optimization”. Status:Accepted. ICACCT-2013.

6.      Mainak Biswas, SaikatMaity, Shubhro Chakrabartty,“A novel angular distribution function for characterization of breast cancer using k-Nearest Neighbor algorithm”, Status Published, NCMR 2019.

7.  Chatterjee, Parag, Mainak Biswas, and Arnab Kumar Das. "Specialized covid-19 detection techniques with machine learning." In Journal of Physics: Conference Series, vol. 1797, no. 1, p. 012033. IOP Publishing, 2021.

Book Chapters: 3

1.  Mainak Biswas, VenkatanareshbabuKuppili, Luca Saba, Damodar Reddy Edla, Harman S Suri, Aditya Sharma, Elisa Cuadrado-Godia, John R Laird, Andrew Nicolaides and Jasjit S Suri, “A deep-learning fully convolutional network for lumen characterization in diabetic patients using carotid ultrasound: a tool for stroke risk”, In: PetiaRadeva and Jasjit S Suri, Eds,Vascular and Intravascular Imaging Trends, Analysis, and Challenges: Vol 2,IOP Publishing,Aug 2019.

2.      Mainak Biswas, VenkatanareshbabuKuppili, Tadashi Araki, Damodar Reddy Edla, Elisa CuadradoGodia, Luca Saba, Harman S Suri, TomažOmerzu, John R Laird, Narendra N Khanna, Andrew Nicolai and Jasjit S Suri, “Deep-learning strategy for accurate carotid intima–media thickness measurement: an ultrasound study on a Japanese diabetic cohort”, In: PetiaRadeva and Jasjit S Suri, Eds, Vascular and Intravascular Imaging Trends, Analysis, and Challenges: Vol 2, IOP Publishing, Aug 2019.

3.      Rahman, Jahanur, BenojirAhammed, MenhazulAbedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, PetrosBangeas, GeorgiosTsoulfas, and Jasjit S. Suri. "Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms." In Cognitive Informatics, Computer Modelling, and Cognitive Science, pp. 273-317. Academic Press, 2020.