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<h1 style="font-family: 'Quicksand', sans-serif; margin-bottom: 10px;">Research<br><span>through Perseverance</span>
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<p style="font-size: 14px; text-align: left; margin-left: 0px; padding-left: 0px; color: #FF1493 ">Research interests on machine learning algorithms, computer vision and Pervasive AI related to healthcare domain<br> <span>
Healthcare | Business Intelligence | Bioninformatics
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<h1 style="color: silver; font-size: 44px; padding: 20px 30px; text-align: left;">Neuinfer - Creating a revolutionary healthcare solution that contriving neurogenic complications</h1>
<h3 style="color: silver; font-size: 24px; padding: 20px 30px; text-align: left;">Mitigating child mortality and neural abnormalities(Autism) using IOT and AI
Rural and Remote Areas including refugee camps</h3>
<p style="color: darkgray; font-size: 18px; padding: 20px 30px; text-align: left;">
Child death from preterm birth complications (35%), intrapartum-related complications (24%) and congenital abnormalities (11%) comprising 70% of total mortality rate. Under this vital context, the emergence and legitimate need of our solution addresses an IOT toolkit based AI solution for both mother and child (fetal stage to under 5 age). Considering that, Neurogenic complications are the key connector of preterm birth or intrapartum complications including under 5years of aged children who have the greater presumption of intraventricular haemorrhage, infrequently, which might lead to permanent brain injury.
Considering the child mortality rate in Bangladesh (30.2 per 1000) around 9700 would die at maternal stage by 2020. Where our solution promises to save 70% of total death from preterm, intrapartum complexities and would also ensure reduction of child neural abnormalities (autism) by 27% among 3.2M+ newborn babies each year.
We are prescribing a solution, indicating neural development related to congenital neurogenic complications (NTD, Spina Bifida, Anencephaly etc.) through AI, will implement a iEEG based wearable device which covers a digital stethoscope (predominantly diaphragm and bell) together with a blood measuring meter and lancets along with needles. Which enables neural upswing from blood-glucose measurement and hormonal fluctuation through equable screening for the under five children specially designed for preterm birth babies in Bangladesh. The project was emerged on clinical study which exhibits the pertinency of the technological prowess for conducting pregnant mothers, who can procreate healthy babies without any preterm birth complications.
Data driven intelligent chatbot app, in collaboration with IOT toolkit( iEEG and Monitoring Device) that promises imminent risk detection, health condition prediction and possible medical treatment/response.
Thus, ensures that, mother going through a proper maternal period by the help of our chatbot's instructions and in terms of emergency our Iot powered data insights would come into immediate action with machine learning prediction in treatment and emergency decision making for doctors. We believe the mental and physical condition of a mother is the main key to influence and reduce abnormal baby born or neonatal complexities.
The solution includes :
- A wearable iEEG band (Performs appropriate screening through assembling the signals of brain both pregnant mother and infant)
- A measuring device (including a digital stethoscope pre eminently diaphragm and bell together with a blood measuring meter and lancets along with needles to enumerate mechanical algorithm)
- A chatbot app (Assembles acquired iot data through analysis and assimilate comparable data with the medical required reports. Therefore, continuously guide mother throughout the maternal period and response immediately during emergencies to ensure early response to mitigate neural abnormalities and maternal risk)
https://data.unicef.org/country/bgd/
1. Youth360 - would help in evaluating the project's outcome and would consult the strategic and legal procedures to ensure root level engagement and distribution of the project solution and goal.
MoU with Ministry of Women and Children Affairs under the supervision, financial and strategic support from ICT ministry is going on.
24,400
The birth rate in Bangladesh is 17.714 per 1000 people indicating that around 3.18M new born babies would add up the total population by 2020. Wherein considering the 30.2 child mortality rate (per 1000) around 9700 would die at maternal stage from preterm(35%), intrapartum-related complications (24%), sepsis(15%), congenital abnormalities(11%) and pneumonia/diarrhoea/tetanus (7%). Where our solution promises to save 24,400 lives. A total of 6790 children lives would save from neonatal causes in 2 years (70% of total death) + 5420 children lives in 2 years, total of 10840 from the risk of autism, where the rate of autistic baby born is 17 out of 10k in Bangladesh(A total of 5420 autistic child among 3.18M newborn babies each year)
Our app based AI + IOT solution also includes feedback and emergency support pipeline that would help in collecting and evaluation of data regarding child mortality and complexities. Thus, would provide significant insights about child mortality rate in targeted population in real time. Our groundbreaking effort is to reach a specific goal through our projected device where U5MR, NMR and IMR will be minimized.
Our verification strategies includes:
- 14,000 Community clinic based data collection network using medical health worker/volunteers for a real time insights and outcome measures of our project.
- App based interface to access data directly from mother's using our app.
- In app free of cost telemedicine based feedback and support helpline (like 999)
1. Youth 360 (A R&D focused youth organization working in SDG 3 and 4 with active member and research associate team of 200+ members). 2.Unicef Bangladesh
30,000
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<a target="_blank" href="https://youth.digital/hackathon/index.php">New Normal Virtual Hackathon</a> <br>
<a target="_blank" href="https://www.millenniumoceans.org/">Millennium Ocean 2020</a> <br>
<a href="http://www.childrensprize.org/the-prize/">The Children Prize 2020</a><br>
<a target="_blank" href="https://www.msazurevirtualhack.com/">Microsoft Azure Virtual Hackathon 2020</a> <br>
<a target="_blank" href="st.youthop.com/write2fight/?fbclid=IwAR3SbvLlOaPAwG3YVXoU7K3h4TbCU1WUubzOrzAceGZMGW9R8BA8mJG5Gso">IPDC Yop National Writing Competition</a><br>
<a target="_blank" href="https://youth.digital/startkoro/">StartKoro Startup Bootcamp 2020</a> <br>
<a target="_blank" href="peace.or.jp/en/work/essay-contest/">Goi Peace Writing Competition 2020</a>
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<a target="_blank" href="https://solve.mit.edu/challenges/maternal-and-newborn-health/solutions/30998">Mit Solve 2020 </a><br>
<a target="_blank" href="http://digitalkhichuribd.org/">Digital Khichuri 2020</a> <br>
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