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@Zeeskylaw Zainab LawalZainab Lawal posts on X about social media, bio, at a, cloudflare the most. They currently have XXXXX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.
Social category influence stocks
Social topic influence social media, bio, at a, cloudflare
Top accounts mentioned or mentioned by @h2osultan97 @abiodun0x @redcrown1121 @promythious @ridwanonx @igboonaija3 @sakimarley @ozankaraali @trydecide @ebukagaus @abdulajikobi @mysticainf @emarged @splendixy @enisebytes @kerematam @mistralai @trendyol @pgabbyprecious @dolapolai
Top assets mentioned Cloudflare, Inc. (NET)
Top posts by engagements in the last XX hours
"I saw this two days ago and I've been inspired. I asked my advisor why we don't use this GAF method on our pediatric sepsis time-series data and she was skeptical saying she tried it during her PhD. Since I'm a delusional optimist I'm committing XX hours to experiment with a GAF-CNN-BiLSTM architecture. beast. Best case: It closes my AUPRC gap to XXXX and I submit the paper to ML4H 2026. Worst case: I publish the exact ablation study explaining why this specific architectural risk failed. The science wins either way"
X Link 2025-11-28T12:04Z 3005 followers, 192.7K engagements
"Gramian Angular Fields (GAF) turns time series into images that encode the correlation between every pair of time points. But classic GAF has a flaw: arccos is symmetrical so different values can map to the same angle. In my implementation I fix this using the multi-channel sine/cosine encoding (GASF + GADF) in TensorFlow"
X Link 2025-11-29T15:33Z 3000 followers, 19.1K engagements
"I think my dream job is to be an Applied Research Scientist at a healthcare lab. Read papers in the morning write code in the afternoon and play tennis in the evening. Then spend my free time traveling to anywhere that I can find Fanta. 🤞"
X Link 2025-11-29T20:33Z 3006 followers, 9810 engagements
"Cloudflare is down but I'm still cooking. 🤫 Crazy that at the start this challenge seemed so hard and I was convinced the people at the top were cheating"
X Link 2025-12-05T09:43Z 3007 followers, 11.9K engagements
"Day X of #AdventOfHealthcareML 🎄 Today: Extracting Signals from Scanned Paper Printouts - Inspired by the PhysioNet Kaggle competition. Many hospitals have decades of paper ECG archives and deep learning can convert them to time-series data"
X Link 2025-12-06T20:26Z 3007 followers, 2242 engagements
"How X. Generate synthetic ECG signals with realistic PQRST waveforms X. Plot them as paper-like images (with grid lines) X. Train a CNN to learn the inverse mapping: Image Signal Result: MSE of XXXXXX (superrrr amazing) The model reads the ECG curve just like a cardiologist would"
X Link 2025-12-06T20:26Z 3006 followers, XXX engagements
"Tech Stack/Methodology: - Convolutional Encoder: Extract visual features from the ECG image (grid lines waveform shapes) - Dense Decoder: Maps the features to a 5000-point time-series signal Training: MSE loss XX epochs Adam optimizer 😘"
X Link 2025-12-06T20:26Z 3006 followers, XXX engagements
"Day X of #AdventofHealthcareML 🎄 Today: Can we predict pediatric sepsis better by treating time-series as Images I finally converted vital signs (HR BP RR) from my sepsis project into visual textures using Gramian Angular Fields and trained a CNN. Results on XXX patients: CNN-GAF: AUPRC XXXXX AUROC XXXX XXX% sensitivity LSTM (raw): AUPRC XXXXX AUROC XXXX X% sensitivity 2.5x better at catching sepsis but only X% of the data Tomorrow: scaling to the full dataset. good night"
X Link 2025-12-07T21:18Z 3007 followers, 2531 engagements