Medical AI Insights & Guides | Datanalytics101
A Research Hub for AI in Medicine
India’s healthcare sector is rapidly transforming with the integration of artificial intelligence, poised to reach $1.6 billion by 2025 with a CAGR of 40.6% (Source: IndiaAI blog dated December 31, 2024). In this article, I dive deep into the technology and real-world impact of three pioneering Indian startups in medical AI and digital health — Niramai Health … Read more
As an AI researcher with a Ph.D., one of the most common questions I get is, “What’s the best laptop for machine learning research?” People expect me to point to a massive, 3kg gaming laptop with the most powerful GPU money can buy. My answer usually surprises them. This post details my personal, real-world PhD … Read more
With the continuous stream of LinkedIn updates and new preprints related to AI in medicine, it is easy and understandable to feel overwhelmed about where to start as a researcher. In this article, I will give suggestions that focus on the “AI for Medicine” research area. This has been my research area during my Ph.D, … Read more
If you are reading this article, it may be that you have got a paper accepted to a conference after dealing with several conference deadlines. Congratulations on this great achievement. I am sure it took a lot of hard work and patience. So, please take a deep breath and enjoy this moment. In this article, … Read more
In the era of digital marketing, it is becoming increasingly challenging for organizations to position their brand uniquely and differentiate from competitive product lines. In order to achieve that, organizations target a set of humanlike qualities (or a personality) across all their marketing campaigns. This is known as brand personality. In this article, we will … Read more
(Updated in 2025) A major limitation of current AI research is the overemphasis on English and the under-representation of the Bengali or Bangla language. Despite being the seventh most spoken language worldwide, Bengali remains a low-resource language in the field of Natural Language Processing (NLP). This scarcity of resources poses significant challenges for developing robust … Read more
In part 3 of the “Research for All” initiative, we will cover how to sharpen your soft skills related to the day-to-day activity as a grad student, research scholar, or even a research aspirant! Why is soft skills so important? Being a grad student isn’t just about mastering your research or technical skills—soft skills matter … Read more
Here, I plan to write about my MS (Research) journey at IIT Kharagpur, India. In this article, I will provide the complete details of all the administrative procedures and guidelines required throughout the course of pursuing an MS Research degree after you get accepted to the program. Important: I will also provide the CGPA calculation … Read more
Article Summary This is the 2nd post in the blog series “MS Research Experience at CSE@IIT Kharagpur” where we cover how a student can apply (the application process), the eligibility criteria, how to prepare for the interview, and the final decision of actually pursuing it. In my previous article, I covered the Master of Science … Read more
Yes, we can publish a paper without peer review from a conference. I can think of at least two alternatives: (i) non-commercial preprint servers on arXiv, bioarXiv, and (ii) journals or ACM/IEEE Transactions. You can read about the submission guidelines of arXiv here. arXiv is the most popular preprint server used in the machine learning … Read more