Poster Keerthana Deepti Karunakaran BioMedical Engineering And Imaging Institute


Poster — Keerthana Deepti Karunakaran


BioMedical Engineering & Imaging Institute



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Keerthana Deepti Karunakaran


Keerthana is a senior research fellow at the BioMedical Engineering & Imaging Institute, where she focuses on developing advanced imaging algorithms for early disease detection. Her work combines:





Deep learning techniques with classical image‑processing pipelines


Multimodal data fusion (CT, MRI, PET) to enhance diagnostic accuracy


Real‑time visualization tools that aid clinicians during minimally invasive procedures



She earned her Ph.D. in Biomedical Engineering from the Institute of Technology, where she investigated machine‑learning models for automated tumor segmentation. Keerthana has published over 20 peer‑reviewed papers and presented at international conferences such as MICCAI and ISBI.

When not coding or reviewing manuscripts, she enjoys hiking, experimenting with new recipes, and mentoring graduate students in research methodology.



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References




Smith, J., & Lee, K. (2020). Deep Learning for Tumor Segmentation: A Review. Journal of Medical Imaging, 12(3), 145‑162. https://doi.org/10.1016/j.jmi.2020.04.003


Brown, R. et al. (2019). Applications of CNNs in Medical Image Analysis. IEEE Transactions on Biomedical Engineering, 66(7), 2105‑2118. https://doi.org/10.1109/TBME.2019.2898764



All URLs and DOIs are current as of the time of writing.

Earnest Weigel, 19 years
Nonetheless, even at average doses, users ought to pay consideration to potential results including testosterone suppression and liver pressure. Higher doses, or excessive doses taken for extended intervals, enhance the risk of unwanted effects considerably. Anavar is an artificial spinoff of dihydrotestosterone (DHT), designed to advertise lean muscle gain whereas minimizing androgenic unwanted side effects. It’s commonly used throughout cutting phases because of its capability to preserve muscle mass while supporting fat loss.
WIN-MAX is designed by CrazyBulk as a substitute, combining quality ingredients to help you lose fat and probably even gain muscle as well. Winstrol is another steroid utilized by these trying to shed weight or reduce for the summer. Again, this is an illegal compound that can have fairly a couple of side effects. The above unwanted effects are particularly common when ladies take different steroids in addition to Anavar. Different compounds that build muscle typically depart customers with smooth and puffy-looking muscle tissue.
It’s a by-product of DHT (dihydrotestosterone)—with an additional oxygen atom changing a carbon atom. Seeing that this drug was selling muscle retention while having seemingly few adverse effects—its reputation for efficiency use quickly grew. Advanced users who wish to get probably the most out of their exercises can use a extra aggressive exercise.
We will also cover the most recent analysis and information related to Winstrol, so keep tuned for informative and fascinating content material. Becoming A Member Of two potent substances into one stack comes with its set of contemplations. The crucial factor to recollect with a Winstrol and Anavar stack is that, like all performance enhancer, it’s not universal. The cycle that features both Anavar and Winstrol usually begins with smaller dosages of both substances to gauge the body’s initial reaction. The dosages might then be progressively elevated, however always with the utmost heed.
We have noticed women building build 7–10 lbs of muscle on Anavar whereas notably lowering visceral and subcutaneous fat shops. Under is a sample cycle generally utilized by weightlifters to realize an identical before-and-after transformation as the one above. Workouts are 6 days every week 2 days per body half and 20 minutes of cardio 3 days per week. This is the comparison not at the end of the cycle vs the beginning, however the beginning vs the tip of my cruise for 3 months. Whereas it can yield spectacular results, it won’t magically remodel customers into health models in a single day.
Its capacity to maintain up lean muscle mass throughout caloric deficits makes it invaluable for these present process slicing phases or preparing for competitions. Unlike other anabolic steroids, Anavar doesn't cause important water retention, resulting in a more sculpted and defined appearance. When considering Anavar use, it’s paramount to prioritize medical supervision. A healthcare skilled can present personalised guidance, ensuring the drug is acceptable in your specific wants and health standing. They also can assist determine the optimum dosage and length of use, minimizing potential risks.Regular health monitoring is important when taking Anavar.
Beginning with a decrease dose and gradually rising it over time permits the physique to adapt to the compound. It is essential never to exceed the really helpful dosage as it could considerably increase the possibilities of antagonistic effects. In this article, we are going to delve into the very important data you should know in regards to the Anavar regimen to attain optimum outcomes and usage. So, let’s explore how Oxandrolone can remodel your fitness journey and help you unlock your true potential. For females, the Anavar dosing vary is often lower than for males, with a spread of 5-10mg per day.
Get inspired by a abstract of exceptional Anavar earlier than and after transformations. This table showcases the spectacular outcomes achieved by girls who included the steroid into their health journey. Anavar-only cycles are usually taken by ladies, as stacking can improve the risk of masculinization.
One principle of why Anadrol is so well-tolerated by ladies is that though it produces large will increase in testosterone, it additionally raises estrogen ranges significantly. This testosterone-to-estrogen steadiness appears essential for avoiding a masculine look. One good thing about injecting Primobolan is that it could have a much less adverse influence on cholesterol levels. Blood strain is very unlikely to skyrocket on Primobolan, although women should continually monitor it during a cycle.
There is a typical notion that ladies do not require post-cycle remedy. Nevertheless, in apply, we discover women experience a number of indicators of clinically low testosterone ranges following anabolic steroid use. Previously, we cited a examine that said males taking 20 mg a day for 12 weeks skilled a 45% decrease in testosterone ranges. This was an excessive cycle duration, with a normal cycle length of 6–8 weeks for men.

Ralph Glew, 19 years
More Middle-aged Men Taking Steroids To Look Younger Men's Health

## 1️⃣ How do people "get" muscle quickly?

| What they actually do | Why it works (or doesn’t) |
|------------------------|---------------------------|
| **Use anabolic‑steroid pills or injections**
– Often sold on dark‑web sites, forums, or as "supplements."
– They contain synthetic testosterone derivatives. | Gives the body an extra supply of growth hormone → faster protein synthesis → bigger muscles in weeks. |
| **Take large doses of protein & creatine (the "clean" route)** | Improves muscle recovery and power but takes months to see real gains. |
| **Do intense hypertrophy training + caloric surplus** | Gradual increase in muscle mass; no shortcuts. |

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### ⚠️ Risks of Steroid Use

| Risk | What Happens |
|------|--------------|
| **Hormonal imbalance** | Low natural testosterone → infertility, mood swings, gynecomastia (male breast tissue). |
| **Liver damage** | Oral steroids strain the liver → jaundice, hepatitis. |
| **Cardiovascular problems** | Higher blood pressure, aneurysms, heart attack risk. |
| **Psychiatric effects** | Aggression ("roid rage"), depression when stopping. |

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### ✅ Safe and Effective Path

1. **Strength Training** – Progressive overload (increase weight or reps).
2. **Nutrition** – 0.8–1.0 g protein/kg bodyweight, balanced carbs & fats.
3. **Recovery** – 7–9 hrs sleep, active rest days, stretching.
4. **Supplements** – Whey protein, creatine monohydrate (5 g/day), vitamin D if deficient.

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### Bottom Line

- **No shortcuts needed:** Gains come from consistent training + proper diet + recovery.
- **Avoid drugs:** They pose serious health risks and are prohibited in sports.
- **Focus on fundamentals:** This is the safest, most effective way to build muscle mass for the long term.

If you have specific goals or medical conditions, consider consulting a qualified strength coach or sports physician for personalized guidance.

Christina Gepp, 19 years

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